5316 lines
1.4 MiB
5316 lines
1.4 MiB
=========================================
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Start evaluate 0th fold
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<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a828d10f0>
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Words: 1309/1378 found in vocabulary; 69 words missing
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Model has 20437916 parameters
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=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_39_19.12.pth.tar'
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embedding time: 22.985140323638916
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======================
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im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
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>> shard_distance batch (0,4)
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>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
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>> shard_distance batch (0,17)
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>> shard_distance batch (0,19)
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>> shard_distance batch (0,28)
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>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
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>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
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infer time: 0.26995607617597556
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calculate similarity time: 154.6545696258545
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r1i:5.946935041171089 r5i:17.56633119853614 r10i:28.362305580969807 medri:32.0 meanri:168.66788655077767
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r1t:4.574565416285453 r5t:17.694419030192133 r10t:28.673376029277218 medrt:30.0 meanrt:126.0451967063129
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sum:17.136322049405305
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------
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<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63884da0>
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Words: 1309/1378 found in vocabulary; 69 words missing
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Model has 20437916 parameters
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=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_41_18.91.pth.tar'
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embedding time: 23.033716440200806
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======================
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im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2702620152663199
|
|
calculate similarity time: 154.8187394142151
|
|
r1i:5.672461116193961 r5i:16.742909423604758 r10i:26.532479414455626 medri:32.0 meanri:192.26258005489478
|
|
r1t:4.226898444647759 r5t:17.36505032021958 r10t:28.142726440988106 medrt:35.0 meanrt:134.6989935956084
|
|
sum:16.447087526684964
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a639a43c8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_9_18.00.pth.tar'
|
|
embedding time: 22.042945384979248
|
|
======================
|
|
im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2696713427856603
|
|
calculate similarity time: 153.67109417915344
|
|
r1i:7.502287282708143 r5i:19.762122598353155 r10i:31.747483989021042 medri:25.0 meanri:89.08508691674291
|
|
r1t:6.386093321134492 r5t:20.42086001829826 r10t:34.82159194876487 medrt:19.0 meanrt:61.60018298261665
|
|
sum:20.10673985971333
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f991a6c70f0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_3_14.84.pth.tar'
|
|
embedding time: 23.15771794319153
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
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im_end: 640
|
|
the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26917279721538534
|
|
calculate similarity time: 154.98240184783936
|
|
r1i:4.757548032936871 r5i:16.102470265324794 r10i:26.98993595608417 medri:26.0 meanri:59.98902104300092
|
|
r1t:5.800548947849954 r5t:21.61024702653248 r10t:36.94419030192132 medrt:17.0 meanrt:43.55096065873742
|
|
sum:18.70082342177493
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63a9cb70>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_10_18.91.pth.tar'
|
|
embedding time: 24.45988917350769
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
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>> shard_distance batch (1,37)
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>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2692729823041024
|
|
calculate similarity time: 155.82414412498474
|
|
r1i:6.953339432753888 r5i:20.40256175663312 r10i:31.655992680695334 medri:24.0 meanri:82.00823421774932
|
|
r1t:5.946935041171089 r5t:21.445562671546202 r10t:35.64501372369625 medrt:18.0 meanrt:61.077767612076855
|
|
sum:20.341567551082647
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63922b38>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_21_19.30.pth.tar'
|
|
embedding time: 22.470033884048462
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
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im_start: 768
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im_end: 896
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the len of captions: 5465
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|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
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|
im_end: 1093
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the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2695400554696411
|
|
calculate similarity time: 153.99593782424927
|
|
r1i:7.044830741079598 r5i:18.2067703568161 r10i:30.375114364135406 medri:24.0 meanri:88.97804208600184
|
|
r1t:5.910338517840805 r5t:21.262580054894784 r10t:35.73650503202196 medrt:18.0 meanrt:66.56614821591948
|
|
sum:19.75602317779811
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63b1fef0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_20_19.77.pth.tar'
|
|
embedding time: 22.18451762199402
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
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the len of captions: 5465
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|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
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the len of captions: 5465
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|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
|
|
the len of captions: 5465
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|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
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the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2687083301002049
|
|
calculate similarity time: 153.24488592147827
|
|
r1i:7.502287282708143 r5i:21.31747483989021 r10i:33.211344922232385 medri:23.0 meanri:76.8142726440988
|
|
r1t:5.727355901189387 r5t:22.94602012808783 r10t:36.74290942360476 medrt:17.0 meanrt:62.803293687099725
|
|
sum:21.24123208295212
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63a9c630>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_5_16.07.pth.tar'
|
|
embedding time: 22.610356330871582
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
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im_end: 768
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the len of captions: 5465
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|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26883467284899965
|
|
calculate similarity time: 153.2067699432373
|
|
r1i:6.221408966148216 r5i:18.938700823421776 r10i:30.83257090576395 medri:24.0 meanri:62.81518755718207
|
|
r1t:5.032021957913998 r5t:20.475754803293686 r10t:35.590118938700826 medrt:17.0 meanrt:49.89277218664227
|
|
sum:19.515096065873745
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63a298d0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_12_18.65.pth.tar'
|
|
embedding time: 22.175381183624268
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
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the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2688181258603276
|
|
calculate similarity time: 153.67951798439026
|
|
r1i:5.580969807868253 r5i:17.749313815187556 r10i:28.636779505946937 medri:29.0 meanri:109.38700823421775
|
|
r1t:5.2516010978956995 r5t:19.908508691674292 r10t:33.63220494053065 medrt:20.0 meanrt:74.1494967978042
|
|
sum:18.459896309850567
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63a54278>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/GAC_best.pth.tar'
|
|
embedding time: 22.314371824264526
|
|
======================
|
|
im_start: 0
|
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im_end: 128
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the len of captions: 5465
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|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2698289818233914
|
|
calculate similarity time: 154.25318050384521
|
|
r1i:6.861848124428179 r5i:17.749313815187556 r10i:29.460201280878316 medri:24.0 meanri:89.25892040256176
|
|
r1t:5.526075022872827 r5t:21.50045745654163 r10t:34.162854528819764 medrt:19.0 meanrt:70.92863677950595
|
|
sum:19.21012503812138
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a639c01d0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_31_19.79.pth.tar'
|
|
embedding time: 22.105031728744507
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
|
|
the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
|
im_end: 640
|
|
the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
|
|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2689266124745056
|
|
calculate similarity time: 153.2844603061676
|
|
r1i:6.861848124428179 r5i:17.749313815187556 r10i:29.460201280878316 medri:24.0 meanri:89.25892040256176
|
|
r1t:5.526075022872827 r5t:21.50045745654163 r10t:34.162854528819764 medrt:19.0 meanrt:70.92863677950595
|
|
sum:19.21012503812138
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a6394c400>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_0_8.88.pth.tar'
|
|
embedding time: 22.071174144744873
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
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>> shard_distance batch (1,22)
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>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
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>> shard_distance batch (1,28)
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>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2686803285465684
|
|
calculate similarity time: 153.22169995307922
|
|
r1i:3.568161024702653 r5i:10.795974382433668 r10i:20.2195791399817 medri:36.0 meanri:89.14181152790485
|
|
r1t:3.476669716376944 r5t:15.590118938700824 r10t:28.252516010978958 medrt:22.0 meanrt:52.092040256175665
|
|
sum:13.650503202195791
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a6397b860>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_29_19.22.pth.tar'
|
|
embedding time: 22.07381796836853
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2695523934770924
|
|
calculate similarity time: 152.6505959033966
|
|
r1i:6.861848124428179 r5i:17.749313815187556 r10i:29.643183897529735 medri:28.0 meanri:132.33394327538883
|
|
r1t:5.215004574565416 r5t:19.945105215004574 r10t:33.10155535224154 medrt:22.0 meanrt:96.79945105215005
|
|
sum:18.752668496492834
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63930828>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_33_19.20.pth.tar'
|
|
embedding time: 24.16696262359619
|
|
======================
|
|
im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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|
im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2706777840005643
|
|
calculate similarity time: 156.37789607048035
|
|
r1i:6.587374199451052 r5i:17.47483989021043 r10i:30.192131747483987 medri:25.0 meanri:129.1729185727356
|
|
r1t:5.196706312900274 r5t:20.567246111619397 r10t:32.75388838060384 medrt:22.0 meanrt:94.95260750228728
|
|
sum:18.79536444037816
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a638d20b8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_22_18.94.pth.tar'
|
|
embedding time: 23.970967054367065
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
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im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
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|
im_end: 512
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the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
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im_end: 640
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the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26965167417698743
|
|
calculate similarity time: 152.35978412628174
|
|
r1i:7.410795974382434 r5i:19.213174748398902 r10i:32.570905763952425 medri:24.0 meanri:87.9295516925892
|
|
r1t:5.65416285452882 r5t:22.04940530649588 r10t:35.077767612076855 medrt:18.0 meanrt:71.95169258920403
|
|
sum:20.329368709972552
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f990c0f0710>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_37_18.83.pth.tar'
|
|
embedding time: 24.28060221672058
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
|
|
the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.269286095325953
|
|
calculate similarity time: 153.26211524009705
|
|
r1i:5.85544373284538 r5i:17.38334858188472 r10i:27.813357731015554 medri:28.0 meanri:143.21500457456543
|
|
r1t:4.7209515096065875 r5t:19.542543458371455 r10t:31.052150045745655 medrt:26.0 meanrt:111.71491308325709
|
|
sum:17.727965843244892
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63895eb8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_7_18.12.pth.tar'
|
|
embedding time: 23.93912363052368
|
|
======================
|
|
im_start: 0
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|
im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2700378482039893
|
|
calculate similarity time: 155.0630292892456
|
|
r1i:6.678865507776761 r5i:19.030192131747484 r10i:31.381518755718208 medri:23.0 meanri:76.62305580969807
|
|
r1t:5.8371454711802375 r5t:21.189387008234217 r10t:35.590118938700826 medrt:17.0 meanrt:57.381518755718204
|
|
sum:19.951204635559623
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a639a4d68>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_4_16.78.pth.tar'
|
|
embedding time: 24.5719735622406
|
|
======================
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|
im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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|
im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
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the len of captions: 5465
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|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2692059669691771
|
|
calculate similarity time: 153.38229608535767
|
|
r1i:6.678865507776761 r5i:20.585544373284538 r10i:31.19853613906679 medri:24.0 meanri:62.73101555352242
|
|
r1t:6.05672461116194 r5t:20.969807868252516 r10t:35.82799634034767 medrt:17.0 meanrt:47.078316559926805
|
|
sum:20.2195791399817
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a638f0550>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_11_18.41.pth.tar'
|
|
embedding time: 24.498809337615967
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
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im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
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>> shard_distance batch (1,9)
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>> shard_distance batch (1,11)
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>> shard_distance batch (1,13)
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>> shard_distance batch (1,22)
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>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2695464681285296
|
|
calculate similarity time: 152.9134542942047
|
|
r1i:7.136322049405306 r5i:20.768526989935957 r10i:31.19853613906679 medri:25.0 meanri:82.04208600182983
|
|
r1t:5.818847209515096 r5t:21.13449222323879 r10t:35.33394327538884 medrt:18.0 meanrt:64.86916742909423
|
|
sum:20.231777981091795
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a6393c6d8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_40_18.92.pth.tar'
|
|
embedding time: 24.431211948394775
|
|
======================
|
|
im_start: 0
|
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26960694635869303
|
|
calculate similarity time: 152.3711223602295
|
|
r1i:4.757548032936871 r5i:17.932296431838974 r10i:27.447392497712716 medri:33.0 meanri:176.09149130832571
|
|
r1t:3.989021043000915 r5t:18.298261665141812 r10t:28.892955169258922 medrt:32.0 meanrt:132.33650503202196
|
|
sum:16.88624580664837
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a638db780>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_19_19.72.pth.tar'
|
|
embedding time: 23.426707983016968
|
|
======================
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|
im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26914676708152435
|
|
calculate similarity time: 151.9921429157257
|
|
r1i:6.404391582799634 r5i:21.31747483989021 r10i:33.39432753888381 medri:23.0 meanri:68.51143641354071
|
|
r1t:6.148215919487649 r5t:22.653247941445564 r10t:37.712717291857274 medrt:16.0 meanrt:55.20494053064959
|
|
sum:21.271729185727356
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f990c0f0550>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_1_11.89.pth.tar'
|
|
embedding time: 23.89769721031189
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
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im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
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|
im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
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|
im_end: 512
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|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
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im_end: 640
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the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2691074027571567
|
|
calculate similarity time: 152.0285370349884
|
|
r1i:3.9341262580054894 r5i:15.187557182067703 r10i:25.2516010978957 medri:29.0 meanri:71.71546203110705
|
|
r1t:4.739249771271729 r5t:19.542543458371455 r10t:33.760292772186645 medrt:18.0 meanrt:44.11710887465691
|
|
sum:17.069228423299787
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a638e2cc0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_32_19.57.pth.tar'
|
|
embedding time: 23.97308039665222
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
|
|
the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2701571794751387
|
|
calculate similarity time: 152.84054279327393
|
|
r1i:6.312900274473925 r5i:19.762122598353155 r10i:31.838975297346753 medri:26.0 meanri:99.1299176578225
|
|
r1t:5.5443732845379685 r5t:21.42726440988106 r10t:33.485818847209515 medrt:21.0 meanrt:85.1035681610247
|
|
sum:19.728575785300396
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a639006d8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_36_19.20.pth.tar'
|
|
embedding time: 23.393810272216797
|
|
======================
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|
im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
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|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2704762888817208
|
|
calculate similarity time: 156.5513243675232
|
|
r1i:5.763952424519671 r5i:17.840805123513267 r10i:28.545288197621225 medri:28.0 meanri:145.2259835315645
|
|
r1t:5.178408051235133 r5t:18.810612991765783 r10t:30.777676120768525 medrt:26.0 meanrt:113.53376029277219
|
|
sum:17.819457151570603
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63895e48>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_18_18.76.pth.tar'
|
|
embedding time: 22.410497188568115
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
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the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
|
im_end: 640
|
|
the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26959177012283364
|
|
calculate similarity time: 153.71713972091675
|
|
r1i:6.495882891125343 r5i:17.657822506861848 r10i:30.009149130832572 medri:24.0 meanri:73.56358645928637
|
|
r1t:6.36779505946935 r5t:22.32387923147301 r10t:36.48673376029277 medrt:17.0 meanrt:54.02744739249771
|
|
sum:19.89021043000915
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a6390fe10>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_25_19.24.pth.tar'
|
|
embedding time: 22.07990789413452
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
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>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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the len of captions: 5465
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>> shard_distance batch (2,0)
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>> shard_distance batch (2,3)
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>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
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>> shard_distance batch (2,23)
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>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
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>> shard_distance batch (2,30)
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>> shard_distance batch (2,37)
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>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
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>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
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>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
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>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
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>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
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>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
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>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
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>> shard_distance batch (5,21)
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>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26885556373793335
|
|
calculate similarity time: 153.08913230895996
|
|
r1i:7.5937785910338516 r5i:18.38975297346752 r10i:30.558096980786825 medri:26.0 meanri:100.51052150045746
|
|
r1t:5.745654162854529 r5t:20.530649588289112 r10t:33.43092406221409 medrt:20.0 meanrt:85.29588289112534
|
|
sum:19.374809393107657
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a6397b9b0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_34_18.88.pth.tar'
|
|
embedding time: 22.486387968063354
|
|
======================
|
|
im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
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>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2695256468553568
|
|
calculate similarity time: 153.96386051177979
|
|
r1i:7.227813357731016 r5i:17.657822506861848 r10i:29.551692589204027 medri:28.0 meanri:131.96614821591947
|
|
r1t:5.690759377859103 r5t:19.670631290027448 r10t:32.35132662397072 medrt:24.0 meanrt:99.832021957914
|
|
sum:18.69167429094236
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63a9c4a8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_24_19.24.pth.tar'
|
|
embedding time: 23.05596613883972
|
|
======================
|
|
im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2695963696915974
|
|
calculate similarity time: 155.16045546531677
|
|
r1i:7.319304666056724 r5i:19.30466605672461 r10i:30.192131747483987 medri:26.0 meanri:112.08508691674291
|
|
r1t:5.196706312900274 r5t:19.98170173833486 r10t:33.79688929551693 medrt:21.0 meanrt:85.3416285452882
|
|
sum:19.298566636169564
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a638d2400>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_8_18.09.pth.tar'
|
|
embedding time: 22.90883731842041
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
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|
the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
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im_end: 640
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|
the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2705709595396845
|
|
calculate similarity time: 156.06038880348206
|
|
r1i:8.508691674290942 r5i:20.951509606587376 r10i:32.296431838975295 medri:23.0 meanri:79.62397072278134
|
|
r1t:5.85544373284538 r5t:22.506861848124426 r10t:36.395242451967064 medrt:17.0 meanrt:58.03897529734675
|
|
sum:21.085696858798414
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a639a0fd0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_2_13.50.pth.tar'
|
|
embedding time: 23.106737852096558
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
|
|
the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26811542005810013
|
|
calculate similarity time: 154.00433230400085
|
|
r1i:5.3064958828911255 r5i:15.279048490393413 r10i:26.440988106129918 medri:27.0 meanri:63.91582799634035
|
|
r1t:4.391582799634035 r5t:18.774016468435498 r10t:33.81518755718207 medrt:18.0 meanrt:42.251052150045744
|
|
sum:17.334553217444345
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a639a6828>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_6_16.99.pth.tar'
|
|
embedding time: 22.65320920944214
|
|
======================
|
|
im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
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|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
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|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2684855572012968
|
|
calculate similarity time: 153.51245522499084
|
|
r1i:6.312900274473925 r5i:19.57913998170174 r10i:30.375114364135406 medri:24.0 meanri:73.59743824336688
|
|
r1t:5.745654162854529 r5t:20.823421774931383 r10t:35.15096065873742 medrt:18.0 meanrt:53.95773101555352
|
|
sum:19.6645318694724
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63900e48>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_28_19.52.pth.tar'
|
|
embedding time: 23.270890951156616
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
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the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
|
im_end: 640
|
|
the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.27062962837613525
|
|
calculate similarity time: 155.61795830726624
|
|
r1i:7.044830741079598 r5i:18.938700823421776 r10i:28.08783165599268 medri:28.0 meanri:115.04208600182983
|
|
r1t:5.928636779505947 r5t:19.963403476669715 r10t:32.86367795059469 medrt:22.0 meanrt:91.70539798719122
|
|
sum:18.804513571210734
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63930518>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_17_18.38.pth.tar'
|
|
embedding time: 23.504091501235962
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
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>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
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>> shard_distance batch (1,22)
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>> shard_distance batch (1,25)
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>> shard_distance batch (1,37)
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>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26944360006071183
|
|
calculate similarity time: 155.20716643333435
|
|
r1i:8.051235132662397 r5i:19.853613906678866 r10i:31.19853613906679 medri:22.0 meanri:57.357731015553526
|
|
r1t:6.075022872827081 r5t:22.872827081427264 r10t:37.41994510521501 medrt:16.0 meanrt:44.36505032021958
|
|
sum:20.911863372979568
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f990c132748>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_35_19.11.pth.tar'
|
|
embedding time: 22.17631196975708
|
|
======================
|
|
im_start: 0
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|
im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2688986928580035
|
|
calculate similarity time: 152.8980894088745
|
|
r1i:6.587374199451052 r5i:17.200365965233303 r10i:27.630375114364135 medri:27.0 meanri:136.10155535224155
|
|
r1t:5.5443732845379685 r5t:19.48764867337603 r10t:31.875571820677035 medrt:24.0 meanrt:106.61299176578225
|
|
sum:18.05428484293992
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f990c1266d8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/0/ckpt_GAC_23_19.75.pth.tar'
|
|
embedding time: 22.087294340133667
|
|
======================
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im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2688869807763309
|
|
calculate similarity time: 152.92759823799133
|
|
r1i:6.7703568161024705 r5i:18.48124428179323 r10i:32.845379688929555 medri:24.0 meanri:100.83531564501372
|
|
r1t:5.672461116193961 r5t:21.244281793229643 r10t:34.93138151875572 medrt:19.0 meanrt:79.59780420860018
|
|
sum:19.990850869167428
|
|
------
|
|
|
|
Complete evaluate 0th fold
|
|
=========================================
|
|
Start evaluate 1th fold
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63a78d68>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_29_20.39.pth.tar'
|
|
embedding time: 21.999568223953247
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
|
|
the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
|
im_end: 640
|
|
the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
|
|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26878637121629345
|
|
calculate similarity time: 153.7631549835205
|
|
r1i:7.136322049405306 r5i:19.121683440073195 r10i:28.728270814272644 medri:28.0 meanri:99.55352241537054
|
|
r1t:6.1848124428179325 r5t:20.640439158279964 r10t:32.86367795059469 medrt:24.0 meanrt:89.28984446477584
|
|
sum:19.112534309240623
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a6397d668>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_11_18.36.pth.tar'
|
|
embedding time: 25.12644052505493
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
|
|
the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26878274133963176
|
|
calculate similarity time: 156.5517327785492
|
|
r1i:5.763952424519671 r5i:18.664226898444646 r10i:28.728270814272644 medri:28.0 meanri:98.27264409881062
|
|
r1t:5.416285452881977 r5t:19.50594693504117 r10t:33.37602927721866 medrt:20.0 meanrt:71.6768526989936
|
|
sum:18.575785300396465
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a6394c080>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_3_14.04.pth.tar'
|
|
embedding time: 22.476654291152954
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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|
im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
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|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
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|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.27018954587537186
|
|
calculate similarity time: 154.84200191497803
|
|
r1i:4.84903934126258 r5i:16.102470265324794 r10i:27.90484903934126 medri:25.0 meanri:66.62763037511436
|
|
r1t:4.775846294602013 r5t:19.707227813357733 r10t:34.82159194876487 medrt:17.0 meanrt:42.046843549862764
|
|
sum:18.02683745044221
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a639a6da0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_4_17.37.pth.tar'
|
|
embedding time: 22.16089701652527
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
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im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
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im_end: 640
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the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2680882569739369
|
|
calculate similarity time: 152.68009543418884
|
|
r1i:6.7703568161024705 r5i:21.31747483989021 r10i:33.66880146386093 medri:21.0 meanri:56.976212259835314
|
|
r1t:6.075022872827081 r5t:21.866422689844466 r10t:36.13906678865508 medrt:17.0 meanrt:44.44428179322964
|
|
sum:20.97285757853004
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63907fd0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/GAC_best.pth.tar'
|
|
embedding time: 21.997032165527344
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
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>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
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>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
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>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
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>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
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>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
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>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
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>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
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>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
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>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
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>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
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>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
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>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26852435166213556
|
|
calculate similarity time: 152.73066425323486
|
|
r1i:7.136322049405306 r5i:18.57273559011894 r10i:28.728270814272644 medri:26.0 meanri:81.99725526075022
|
|
r1t:6.349496797804209 r5t:21.957913998170174 r10t:34.58371454711802 medrt:20.0 meanrt:72.05855443732845
|
|
sum:19.55474229948155
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63b46cf8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_23_20.21.pth.tar'
|
|
embedding time: 21.996081590652466
|
|
======================
|
|
im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26847785572673
|
|
calculate similarity time: 153.44409465789795
|
|
r1i:8.051235132662397 r5i:21.043000914913083 r10i:31.747483989021042 medri:25.0 meanri:71.55626715462031
|
|
r1t:6.111619396157365 r5t:22.891125343092405 r10t:36.15736505032022 medrt:18.0 meanrt:60.47575480329369
|
|
sum:21.00030497102775
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a639305f8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_15_19.18.pth.tar'
|
|
embedding time: 22.08837580680847
|
|
======================
|
|
im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2689683080027578
|
|
calculate similarity time: 153.82082152366638
|
|
r1i:6.587374199451052 r5i:17.56633119853614 r10i:28.728270814272644 medri:29.0 meanri:90.67520585544374
|
|
r1t:5.3064958828911255 r5t:20.89661482159195 r10t:33.46752058554437 medrt:21.0 meanrt:73.61225983531564
|
|
sum:18.75876791704788
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a6389dac8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_20_19.27.pth.tar'
|
|
embedding time: 22.879929542541504
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
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im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
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|
im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
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|
im_end: 512
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the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
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im_end: 640
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the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.27061279121911497
|
|
calculate similarity time: 155.02081036567688
|
|
r1i:6.7703568161024705 r5i:20.2195791399817 r10i:31.473010064043915 medri:23.0 meanri:55.491308325709056
|
|
r1t:6.1848124428179325 r5t:23.12900274473925 r10t:37.41994510521501 medrt:16.0 meanrt:46.624885635864594
|
|
sum:20.866117718816714
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a639c0e80>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_8_19.14.pth.tar'
|
|
embedding time: 24.593917846679688
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
|
|
the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26934840574437025
|
|
calculate similarity time: 156.71461987495422
|
|
r1i:6.1299176578225065 r5i:19.121683440073195 r10i:31.473010064043915 medri:25.0 meanri:72.83074107959744
|
|
r1t:6.001829826166515 r5t:21.884720951509607 r10t:35.37053979871912 medrt:18.0 meanrt:56.04629460201281
|
|
sum:19.996950289722477
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63922198>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_14_18.55.pth.tar'
|
|
embedding time: 22.337589740753174
|
|
======================
|
|
im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
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|
im_end: 1024
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|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
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|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2683883846884242
|
|
calculate similarity time: 153.01944279670715
|
|
r1i:5.763952424519671 r5i:15.462031107044831 r10i:25.2516010978957 medri:32.0 meanri:116.67978042086001
|
|
r1t:5.233302836230558 r5t:19.59743824336688 r10t:31.582799634034767 medrt:22.0 meanrt:79.68252516010979
|
|
sum:17.148520890515403
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63b1f978>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_12_18.66.pth.tar'
|
|
embedding time: 24.087340593338013
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
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|
im_end: 384
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the len of captions: 5465
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|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
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im_end: 640
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the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2687066568576704
|
|
calculate similarity time: 154.97531485557556
|
|
r1i:6.404391582799634 r5i:17.749313815187556 r10i:29.368709972552608 medri:26.0 meanri:113.83531564501372
|
|
r1t:5.0137236962488565 r5t:19.377859103385177 r10t:33.357731015553526 medrt:20.0 meanrt:75.62763037511436
|
|
sum:18.54528819762123
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a6397b208>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_22_19.93.pth.tar'
|
|
embedding time: 22.175660371780396
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
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>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
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>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
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>> shard_distance batch (1,22)
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>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
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>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26908634614574817
|
|
calculate similarity time: 154.10023736953735
|
|
r1i:7.685269899359561 r5i:20.951509606587376 r10i:31.01555352241537 medri:25.0 meanri:69.68069533394328
|
|
r1t:6.312900274473925 r5t:21.62854528819762 r10t:35.315645013723696 medrt:18.0 meanrt:59.936505032021955
|
|
sum:20.48490393412626
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63922cf8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_0_8.98.pth.tar'
|
|
embedding time: 22.319859743118286
|
|
======================
|
|
im_start: 0
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|
im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2685154882820386
|
|
calculate similarity time: 153.54813861846924
|
|
r1i:2.92772186642269 r5i:11.527904849039341 r10i:18.847209515096065 medri:38.0 meanri:88.48032936870997
|
|
r1t:3.8243366880146388 r5t:15.35224153705398 r10t:28.197621225983532 medrt:23.0 meanrt:48.956084172003656
|
|
sum:13.446172613601709
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63895ac8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_2_14.28.pth.tar'
|
|
embedding time: 23.898702383041382
|
|
======================
|
|
im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26863457990247147
|
|
calculate similarity time: 155.46257281303406
|
|
r1i:5.672461116193961 r5i:17.108874656907595 r10i:28.728270814272644 medri:25.0 meanri:50.554437328453794
|
|
r1t:4.519670631290028 r5t:19.98170173833486 r10t:33.77859103385178 medrt:17.0 meanrt:37.49185727355901
|
|
sum:18.298261665141812
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a639309e8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_25_20.57.pth.tar'
|
|
embedding time: 22.591452836990356
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
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im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
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|
im_end: 384
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the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
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the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
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im_end: 640
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|
the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26864757895161634
|
|
calculate similarity time: 153.70087814331055
|
|
r1i:7.136322049405306 r5i:18.57273559011894 r10i:28.728270814272644 medri:26.0 meanri:81.99725526075022
|
|
r1t:6.349496797804209 r5t:21.957913998170174 r10t:34.58371454711802 medrt:20.0 meanrt:72.05855443732845
|
|
sum:19.55474229948155
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f990c077b38>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_9_18.71.pth.tar'
|
|
embedding time: 23.003660440444946
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
|
|
the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2688444461625368
|
|
calculate similarity time: 154.6818437576294
|
|
r1i:6.1299176578225065 r5i:18.57273559011894 r10i:28.911253430924063 medri:27.0 meanri:80.21134492223239
|
|
r1t:5.2516010978956995 r5t:21.171088746569076 r10t:34.327538883806035 medrt:18.0 meanrt:60.63696248856358
|
|
sum:19.06068923452272
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a638a0358>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_1_10.06.pth.tar'
|
|
embedding time: 22.286919593811035
|
|
======================
|
|
im_start: 0
|
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
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|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
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|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.268755613987452
|
|
calculate similarity time: 153.19958019256592
|
|
r1i:3.8426349496797805 r5i:11.070448307410796 r10i:19.945105215004574 medri:37.0 meanri:81.24794144556267
|
|
r1t:3.787740164684355 r5t:15.718206770356817 r10t:28.344007319304666 medrt:21.0 meanrt:42.8128087831656
|
|
sum:13.784690454406833
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a638e2f28>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_5_17.38.pth.tar'
|
|
embedding time: 22.716665744781494
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
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the len of captions: 5465
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|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
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im_end: 640
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the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26788845850823767
|
|
calculate similarity time: 154.94935941696167
|
|
r1i:6.495882891125343 r5i:20.036596523330285 r10i:30.558096980786825 medri:23.0 meanri:68.81610247026532
|
|
r1t:5.471180237877402 r5t:22.086001829826166 r10t:35.73650503202196 medrt:17.0 meanrt:46.52717291857274
|
|
sum:20.064043915827998
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f990c1776d8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_10_19.09.pth.tar'
|
|
embedding time: 22.64179253578186
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
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>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
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>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
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>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26836102446228344
|
|
calculate similarity time: 154.16528820991516
|
|
r1i:6.495882891125343 r5i:19.030192131747484 r10i:29.18572735590119 medri:25.0 meanri:88.00091491308326
|
|
r1t:6.45928636779506 r5t:21.189387008234217 r10t:35.077767612076855 medrt:18.0 meanrt:62.75279048490393
|
|
sum:19.573040561146694
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63a541d0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_6_17.44.pth.tar'
|
|
embedding time: 22.345327377319336
|
|
======================
|
|
im_start: 0
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|
im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2688049154996256
|
|
calculate similarity time: 153.06078267097473
|
|
r1i:6.221408966148216 r5i:19.213174748398902 r10i:30.924062214089663 medri:25.0 meanri:69.03659652333029
|
|
r1t:5.96523330283623 r5t:22.12259835315645 r10t:35.26075022872827 medrt:18.0 meanrt:49.49826166514181
|
|
sum:19.95120463555962
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f990c177c18>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_27_19.86.pth.tar'
|
|
embedding time: 22.125250339508057
|
|
======================
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|
im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2692065269756071
|
|
calculate similarity time: 153.88594222068787
|
|
r1i:6.221408966148216 r5i:17.56633119853614 r10i:28.453796889295518 medri:28.0 meanri:97.77767612076853
|
|
r1t:5.269899359560842 r5t:20.42086001829826 r10t:33.26623970722781 medrt:21.0 meanrt:83.00768526989935
|
|
sum:18.53308935651113
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f990c114908>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_19_19.52.pth.tar'
|
|
embedding time: 22.336556911468506
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
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im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
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|
im_end: 384
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|
the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
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|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
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im_end: 640
|
|
the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
|
|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26857279683884416
|
|
calculate similarity time: 153.29105043411255
|
|
r1i:8.417200365965233 r5i:20.40256175663312 r10i:32.296431838975295 medri:22.0 meanri:53.938700823421776
|
|
r1t:5.8920402561756635 r5t:22.54345837145471 r10t:37.87740164684355 medrt:16.0 meanrt:41.41061299176578
|
|
sum:21.238182372674594
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a638f7b70>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_24_20.54.pth.tar'
|
|
embedding time: 22.96072030067444
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
|
|
the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2681859919575142
|
|
calculate similarity time: 154.23824667930603
|
|
r1i:8.78316559926807 r5i:20.768526989935957 r10i:31.381518755718208 medri:25.0 meanri:76.57913998170174
|
|
r1t:5.96523330283623 r5t:22.506861848124426 r10t:35.315645013723696 medrt:19.0 meanrt:67.35590118938701
|
|
sum:20.786825251601098
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a6397bcf8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_7_17.90.pth.tar'
|
|
embedding time: 22.17544150352478
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
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|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
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|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2686237999327115
|
|
calculate similarity time: 152.72429943084717
|
|
r1i:6.953339432753888 r5i:20.585544373284538 r10i:30.924062214089663 medri:25.0 meanri:87.06861848124429
|
|
r1t:6.258005489478499 r5t:22.177493138151874 r10t:35.42543458371455 medrt:18.0 meanrt:54.587740164684355
|
|
sum:20.3873132052455
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a638db2e8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_21_20.32.pth.tar'
|
|
embedding time: 24.747838497161865
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
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|
the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
|
im_end: 640
|
|
the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2696374374458648
|
|
calculate similarity time: 153.90213656425476
|
|
r1i:8.142726440988106 r5i:19.853613906678866 r10i:30.192131747483987 medri:24.0 meanri:65.61024702653248
|
|
r1t:6.4226898444647755 r5t:23.366880146386094 r10t:37.52973467520586 medrt:17.0 meanrt:51.59249771271729
|
|
sum:20.917962793534613
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f990c15fcf8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/1/ckpt_GAC_13_19.39.pth.tar'
|
|
embedding time: 23.23545217514038
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
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>> shard_distance batch (0,15)
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>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
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>> shard_distance batch (0,22)
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>> shard_distance batch (0,24)
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>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
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>> shard_distance batch (0,34)
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>> shard_distance batch (0,37)
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>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
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>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
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>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
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>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
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>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2697830421980037
|
|
calculate similarity time: 151.29938340187073
|
|
r1i:6.404391582799634 r5i:17.38334858188472 r10i:25.89204025617566 medri:29.0 meanri:103.4903934126258
|
|
r1t:5.416285452881977 r5t:19.121683440073195 r10t:31.61939615736505 medrt:21.0 meanrt:80.95718206770357
|
|
sum:17.639524245196707
|
|
------
|
|
|
|
Complete evaluate 1th fold
|
|
=========================================
|
|
Start evaluate 2th fold
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a639c0278>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_29_19.95.pth.tar'
|
|
embedding time: 22.902907371520996
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2694074645522953
|
|
calculate similarity time: 151.54162859916687
|
|
r1i:6.861848124428179 r5i:18.938700823421776 r10i:29.643183897529735 medri:27.0 meanri:123.15187557182068
|
|
r1t:5.471180237877402 r5t:19.725526075022874 r10t:32.20494053064959 medrt:23.0 meanrt:93.06459286367794
|
|
sum:18.80756328148826
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63ac65f8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_3_15.13.pth.tar'
|
|
embedding time: 23.481228828430176
|
|
======================
|
|
im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26930665969848633
|
|
calculate similarity time: 151.18838357925415
|
|
r1i:7.319304666056724 r5i:20.036596523330285 r10i:32.38792314730101 medri:22.0 meanri:65.14730100640439
|
|
r1t:5.562671546203111 r5t:19.926806953339433 r10t:34.85818847209515 medrt:17.0 meanrt:46.57529734675206
|
|
sum:20.015248551387618
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63907b38>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_21_20.02.pth.tar'
|
|
embedding time: 24.45495295524597
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
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the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
|
im_end: 640
|
|
the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26917889999172795
|
|
calculate similarity time: 152.84711956977844
|
|
r1i:6.861848124428179 r5i:20.2195791399817 r10i:32.38792314730101 medri:23.0 meanri:67.09057639524245
|
|
r1t:6.7703568161024705 r5t:22.90942360475755 r10t:37.49313815187557 medrt:17.0 meanrt:57.77877401646843
|
|
sum:21.10704483074108
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9b66df9cf8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_20_20.09.pth.tar'
|
|
embedding time: 24.36244225502014
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
|
|
the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26924343195380473
|
|
calculate similarity time: 153.55681204795837
|
|
r1i:6.495882891125343 r5i:19.39615736505032 r10i:32.570905763952425 medri:22.0 meanri:65.13815187557182
|
|
r1t:6.404391582799634 r5t:23.183897529734676 r10t:38.09698078682525 medrt:16.0 meanrt:53.975846294602015
|
|
sum:21.024702653247942
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a638f74a8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_27_20.31.pth.tar'
|
|
embedding time: 23.074668407440186
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
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im_end: 896
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the len of captions: 5465
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|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
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im_end: 1024
|
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the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
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|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26904358420261115
|
|
calculate similarity time: 151.85184288024902
|
|
r1i:6.495882891125343 r5i:19.213174748398902 r10i:29.00274473924977 medri:26.0 meanri:104.21866422689844
|
|
r1t:5.818847209515096 r5t:20.841720036596524 r10t:32.31473010064044 medrt:22.0 meanrt:85.14290942360476
|
|
sum:18.947849954254348
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a639a0d68>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/GAC_best.pth.tar'
|
|
embedding time: 22.781227350234985
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
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im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
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im_end: 640
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the len of captions: 5465
|
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2685281324756238
|
|
calculate similarity time: 151.05804085731506
|
|
r1i:6.038426349496798 r5i:19.30466605672461 r10i:30.924062214089663 medri:24.0 meanri:75.2131747483989
|
|
r1t:6.56907593778591 r5t:23.293687099725528 r10t:36.633119853613906 medrt:18.0 meanrt:63.573284537968895
|
|
sum:20.46050625190607
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63a78d68>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_26_20.06.pth.tar'
|
|
embedding time: 23.372032642364502
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
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>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
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>> shard_distance batch (1,13)
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>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
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>> shard_distance batch (2,19)
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>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
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>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
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>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
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>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
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>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
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>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2692926921893768
|
|
calculate similarity time: 151.4961040019989
|
|
r1i:6.312900274473925 r5i:18.847209515096065 r10i:29.460201280878316 medri:27.0 meanri:103.51143641354071
|
|
r1t:6.093321134492223 r5t:20.292772186642267 r10t:33.94327538883806 medrt:21.0 meanrt:83.67392497712717
|
|
sum:19.158279963403476
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a638f7780>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_0_9.72.pth.tar'
|
|
embedding time: 24.12476396560669
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2694542617452853
|
|
calculate similarity time: 152.9204921722412
|
|
r1i:3.110704483074108 r5i:11.893870082342177 r10i:21.774931381518755 medri:34.0 meanri:73.76212259835316
|
|
r1t:3.366880146386093 r5t:15.407136322049405 r10t:28.728270814272644 medrt:20.0 meanrt:49.069350411710886
|
|
sum:14.046965538273861
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f990c15f438>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_39_19.62.pth.tar'
|
|
embedding time: 23.937621355056763
|
|
======================
|
|
im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
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|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26976251786993455
|
|
calculate similarity time: 152.46158576011658
|
|
r1i:6.678865507776761 r5i:18.48124428179323 r10i:28.911253430924063 medri:28.0 meanri:119.4647758462946
|
|
r1t:5.3064958828911255 r5t:19.28636779505947 r10t:30.70448307410796 medrt:24.0 meanrt:101.7943275388838
|
|
sum:18.228118328758768
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63895588>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_4_15.73.pth.tar'
|
|
embedding time: 24.434967041015625
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
|
|
the len of captions: 5465
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|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
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im_end: 640
|
|
the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26870507171295716
|
|
calculate similarity time: 152.14269995689392
|
|
r1i:7.227813357731016 r5i:19.030192131747484 r10i:30.009149130832572 medri:25.0 meanri:80.35224153705398
|
|
r1t:5.105215004574565 r5t:20.823421774931383 r10t:36.5416285452882 medrt:17.0 meanrt:46.973650503202194
|
|
sum:19.789569990850868
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f990c132b00>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_36_19.93.pth.tar'
|
|
embedding time: 24.461206436157227
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.268634494268925
|
|
calculate similarity time: 152.06223511695862
|
|
r1i:6.1299176578225065 r5i:18.023787740164686 r10i:27.996340347666973 medri:28.0 meanri:104.23513266239708
|
|
r1t:5.580969807868253 r5t:19.963403476669715 r10t:31.491308325709056 medrt:24.0 meanrt:93.78096980786825
|
|
sum:18.19762122598353
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a638a0320>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_12_18.12.pth.tar'
|
|
embedding time: 24.197271823883057
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
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|
im_end: 896
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the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
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|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
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|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26903777898744097
|
|
calculate similarity time: 151.70881009101868
|
|
r1i:5.3064958828911255 r5i:17.932296431838974 r10i:29.734675205855442 medri:27.0 meanri:89.49588289112535
|
|
r1t:5.196706312900274 r5t:19.61573650503202 r10t:32.58920402561757 medrt:21.0 meanrt:76.57822506861848
|
|
sum:18.39585239402257
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a638e90b8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_19_19.97.pth.tar'
|
|
embedding time: 24.724223613739014
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
|
|
the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
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im_end: 640
|
|
the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
|
|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2697181091752163
|
|
calculate similarity time: 152.3456470966339
|
|
r1i:6.587374199451052 r5i:20.2195791399817 r10i:33.39432753888381 medri:22.0 meanri:56.42177493138152
|
|
r1t:5.5443732845379685 r5t:22.671546203110704 r10t:38.865507776761206 medrt:15.0 meanrt:46.01646843549863
|
|
sum:21.213784690454407
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a6389dcc0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_10_18.74.pth.tar'
|
|
embedding time: 23.502731561660767
|
|
======================
|
|
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
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>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
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>> shard_distance batch (1,6)
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>> shard_distance batch (1,25)
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>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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the len of captions: 5465
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>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
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>> shard_distance batch (2,17)
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>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
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>> shard_distance batch (2,28)
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>> shard_distance batch (2,30)
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>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
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>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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the len of captions: 5465
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>> shard_distance batch (3,0)
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>> shard_distance batch (3,2)
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>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
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>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
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>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
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>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
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>> shard_distance batch (4,6)
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>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
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>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
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>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
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>> shard_distance batch (4,34)
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>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
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>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
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>> shard_distance batch (5,32)
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>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26950537203510294
|
|
calculate similarity time: 151.5115523338318
|
|
r1i:6.038426349496798 r5i:18.664226898444646 r10i:30.192131747483987 medri:24.0 meanri:81.29185727355902
|
|
r1t:5.85544373284538 r5t:21.372369624885636 r10t:34.3092406221409 medrt:18.0 meanrt:61.49954254345837
|
|
sum:19.405306495882893
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a638db4a8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_2_13.23.pth.tar'
|
|
embedding time: 24.298004865646362
|
|
======================
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|
im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26907383563906645
|
|
calculate similarity time: 151.93377351760864
|
|
r1i:4.483074107959744 r5i:14.638609332113449 r10i:26.16651418115279 medri:29.0 meanri:71.13906678865507
|
|
r1t:4.611161939615736 r5t:17.80420860018298 r10t:31.436413540713634 medrt:19.0 meanrt:44.35718206770357
|
|
sum:16.523330283623057
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63895710>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_28_20.14.pth.tar'
|
|
embedding time: 23.203062295913696
|
|
======================
|
|
im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
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|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2690877033450499
|
|
calculate similarity time: 151.26719880104065
|
|
r1i:6.1299176578225065 r5i:18.38975297346752 r10i:29.826166514181153 medri:27.0 meanri:117.3220494053065
|
|
r1t:5.727355901189387 r5t:19.670631290027448 r10t:31.967063129002746 medrt:22.0 meanrt:93.56999085086916
|
|
sum:18.618481244281792
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63935ba8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_1_11.38.pth.tar'
|
|
embedding time: 24.85921597480774
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
|
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the len of captions: 5465
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|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
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im_end: 640
|
|
the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2689355996844072
|
|
calculate similarity time: 152.59580731391907
|
|
r1i:4.84903934126258 r5i:12.62580054894785 r10i:20.677035681610246 medri:34.0 meanri:100.32662397072278
|
|
r1t:4.1354071363220495 r5t:17.639524245196707 r10t:29.350411710887467 medrt:21.0 meanrt:52.369990850869165
|
|
sum:14.879536444037818
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63922f60>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_8_18.63.pth.tar'
|
|
embedding time: 24.235254764556885
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
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>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
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>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26928940731117584
|
|
calculate similarity time: 152.1605851650238
|
|
r1i:6.953339432753888 r5i:18.847209515096065 r10i:28.362305580969807 medri:26.0 meanri:70.87648673376029
|
|
r1t:6.440988106129917 r5t:21.756633119853614 r10t:35.64501372369625 medrt:17.0 meanrt:59.599268069533395
|
|
sum:19.667581579749925
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63b3e7b8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_23_19.44.pth.tar'
|
|
embedding time: 23.056459665298462
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
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|
im_end: 896
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the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
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|
im_end: 1024
|
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the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
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|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26953836251290886
|
|
calculate similarity time: 150.63616251945496
|
|
r1i:6.404391582799634 r5i:16.55992680695334 r10i:28.728270814272644 medri:25.0 meanri:82.37694419030193
|
|
r1t:5.8371454711802375 r5t:21.09789569990851 r10t:34.839890210430006 medrt:19.0 meanrt:70.66093321134493
|
|
sum:18.911253430924063
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f990c1140f0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_32_19.72.pth.tar'
|
|
embedding time: 24.119813680648804
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
|
|
the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
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im_end: 640
|
|
the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2685539993512846
|
|
calculate similarity time: 151.67345213890076
|
|
r1i:6.404391582799634 r5i:19.030192131747484 r10i:30.10064043915828 medri:25.0 meanri:144.1793229643184
|
|
r1t:5.745654162854529 r5t:20.01829826166514 r10t:31.41811527904849 medrt:26.0 meanrt:102.56395242451967
|
|
sum:18.786215309545593
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63ac97f0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_25_19.85.pth.tar'
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embedding time: 24.360915660858154
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======================
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im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
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>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
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>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
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>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2689874406316792
|
|
calculate similarity time: 152.45815110206604
|
|
r1i:6.587374199451052 r5i:18.2067703568161 r10i:29.460201280878316 medri:27.0 meanri:110.02195791399816
|
|
r1t:5.873741994510522 r5t:22.12259835315645 r10t:33.924977127172916 medrt:20.0 meanrt:83.64739249771272
|
|
sum:19.362610551997562
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f990c128240>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_14_18.09.pth.tar'
|
|
embedding time: 24.413759231567383
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2696079326846495
|
|
calculate similarity time: 153.51391792297363
|
|
r1i:6.038426349496798 r5i:18.115279048490393 r10i:27.996340347666973 medri:29.0 meanri:97.33394327538883
|
|
r1t:5.507776761207685 r5t:18.68252516010979 r10t:30.869167429094237 medrt:21.0 meanrt:78.27264409881062
|
|
sum:17.86825251601098
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a639308d0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_13_17.84.pth.tar'
|
|
embedding time: 23.03588104248047
|
|
======================
|
|
im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26988876697629
|
|
calculate similarity time: 151.88190150260925
|
|
r1i:7.410795974382434 r5i:18.023787740164686 r10i:28.08783165599268 medri:28.0 meanri:100.30832570905764
|
|
r1t:5.983531564501372 r5t:20.548947849954253 r10t:32.25983531564501 medrt:21.0 meanrt:78.09222323879231
|
|
sum:18.719121683440076
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9908d0f7b8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_24_19.64.pth.tar'
|
|
embedding time: 23.760682344436646
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
|
|
the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
|
im_end: 640
|
|
the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.27022439318417885
|
|
calculate similarity time: 154.38874888420105
|
|
r1i:6.221408966148216 r5i:18.48124428179323 r10i:28.545288197621225 medri:27.0 meanri:94.39615736505031
|
|
r1t:5.928636779505947 r5t:21.29917657822507 r10t:34.78499542543458 medrt:19.0 meanrt:77.08307410795975
|
|
sum:19.21012503812138
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63abacf8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_5_17.77.pth.tar'
|
|
embedding time: 22.981550931930542
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
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>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
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>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2684515526744438
|
|
calculate similarity time: 153.54194688796997
|
|
r1i:6.953339432753888 r5i:19.853613906678866 r10i:31.381518755718208 medri:23.0 meanri:67.31655992680696
|
|
r1t:5.8920402561756635 r5t:21.81152790484904 r10t:36.79780420860018 medrt:16.0 meanrt:48.296065873741995
|
|
sum:20.448307410795973
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f990c132470>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_6_17.29.pth.tar'
|
|
embedding time: 23.54167413711548
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
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|
im_end: 1093
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the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26852663850907516
|
|
calculate similarity time: 154.22287583351135
|
|
r1i:6.587374199451052 r5i:19.213174748398902 r10i:28.819762122598352 medri:27.0 meanri:82.06495882891126
|
|
r1t:6.1299176578225065 r5t:21.50045745654163 r10t:34.38243366880146 medrt:18.0 meanrt:58.52076852698993
|
|
sum:19.43885330893565
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63a29898>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_22_20.40.pth.tar'
|
|
embedding time: 23.339255809783936
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
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|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
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im_end: 256
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the len of captions: 5465
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|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
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|
the len of captions: 5465
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|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
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im_end: 640
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the len of captions: 5465
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|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
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|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
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|
im_end: 896
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the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2694669379744419
|
|
calculate similarity time: 152.01009464263916
|
|
r1i:6.038426349496798 r5i:19.30466605672461 r10i:30.924062214089663 medri:24.0 meanri:75.2131747483989
|
|
r1t:6.56907593778591 r5t:23.293687099725528 r10t:36.633119853613906 medrt:18.0 meanrt:63.573284537968895
|
|
sum:20.46050625190607
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63922080>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_7_17.90.pth.tar'
|
|
embedding time: 23.346627712249756
|
|
======================
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im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
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>> shard_distance batch (0,22)
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>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
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im_end: 896
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the len of captions: 5465
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|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
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im_end: 1024
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the len of captions: 5465
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|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
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im_end: 1093
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the len of captions: 5465
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|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2693850895539119
|
|
calculate similarity time: 151.4575710296631
|
|
r1i:6.953339432753888 r5i:18.938700823421776 r10i:30.649588289112533 medri:25.0 meanri:70.967978042086
|
|
r1t:6.587374199451052 r5t:21.81152790484904 r10t:36.55992680695334 medrt:17.0 meanrt:52.9487648673376
|
|
sum:20.250076242756936
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63ac9b38>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_30_19.60.pth.tar'
|
|
embedding time: 23.8453106880188
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
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im_end: 512
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the len of captions: 5465
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|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
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>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26932196777304324
|
|
calculate similarity time: 150.88120555877686
|
|
r1i:6.861848124428179 r5i:18.023787740164686 r10i:29.00274473924977 medri:31.0 meanri:131.84903934126257
|
|
r1t:5.489478499542543 r5t:19.853613906678866 r10t:31.802378774016468 medrt:25.0 meanrt:97.87538883806039
|
|
sum:18.50564196401342
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a6397bf98>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_9_17.96.pth.tar'
|
|
embedding time: 23.320961952209473
|
|
======================
|
|
im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26910650576115885
|
|
calculate similarity time: 151.2486662864685
|
|
r1i:6.861848124428179 r5i:19.762122598353155 r10i:30.2836230558097 medri:25.0 meanri:84.99085086916743
|
|
r1t:5.709057639524246 r5t:21.29917657822507 r10t:35.29734675205855 medrt:18.0 meanrt:60.867703568161026
|
|
sum:19.868862458066484
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f990c0d3710>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/2/ckpt_GAC_42_19.80.pth.tar'
|
|
embedding time: 22.90089178085327
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
|
im_end: 640
|
|
the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26905960691683667
|
|
calculate similarity time: 151.19758343696594
|
|
r1i:6.404391582799634 r5i:18.664226898444646 r10i:28.636779505946937 medri:29.0 meanri:141.48307410795974
|
|
r1t:4.922232387923147 r5t:17.511436413540714 r10t:28.545288197621225 medrt:31.0 meanrt:117.19597438243368
|
|
sum:17.447392497712716
|
|
------
|
|
|
|
Complete evaluate 2th fold
|
|
=========================================
|
|
Start evaluate 3th fold
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f990c0f0d30>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/3/ckpt_GAC_16_20.08.pth.tar'
|
|
embedding time: 23.525428295135498
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
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>> shard_distance batch (1,24)
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>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
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>> shard_distance batch (2,3)
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>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
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>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
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>> shard_distance batch (2,19)
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>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26907261274273697
|
|
calculate similarity time: 152.07904624938965
|
|
r1i:6.221408966148216 r5i:19.57913998170174 r10i:31.01555352241537 medri:26.0 meanri:74.07685269899359
|
|
r1t:5.617566331198536 r5t:21.866422689844466 r10t:34.967978042086 medrt:18.0 meanrt:60.241903019213176
|
|
sum:19.878011588899057
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63a30e10>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/3/GAC_best.pth.tar'
|
|
embedding time: 23.79455065727234
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2689680566467364
|
|
calculate similarity time: 152.4330403804779
|
|
r1i:7.410795974382434 r5i:20.40256175663312 r10i:30.924062214089663 medri:24.0 meanri:74.99268069533395
|
|
r1t:6.56907593778591 r5t:21.390667886550776 r10t:35.7548032936871 medrt:18.0 meanrt:61.92607502287283
|
|
sum:20.40866117718817
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63a54208>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/3/ckpt_GAC_0_9.76.pth.tar'
|
|
embedding time: 24.106498956680298
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
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the len of captions: 5465
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|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
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im_end: 896
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the len of captions: 5465
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|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2683779934580012
|
|
calculate similarity time: 152.1086938381195
|
|
r1i:4.757548032936871 r5i:11.070448307410796 r10i:19.670631290027448 medri:36.0 meanri:74.24702653247941
|
|
r1t:3.476669716376944 r5t:14.7483989021043 r10t:27.978042086001828 medrt:21.0 meanrt:49.48783165599268
|
|
sum:13.616956389143033
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63a29da0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/3/ckpt_GAC_5_16.95.pth.tar'
|
|
embedding time: 24.707178592681885
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
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im_end: 896
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the len of captions: 5465
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|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
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im_end: 1024
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the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2687806565632192
|
|
calculate similarity time: 152.56792879104614
|
|
r1i:6.495882891125343 r5i:18.2067703568161 r10i:28.728270814272644 medri:27.0 meanri:65.81518755718207
|
|
r1t:5.269899359560842 r5t:20.73193046660567 r10t:34.364135407136324 medrt:18.0 meanrt:50.851235132662396
|
|
sum:18.966148215919485
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a6390fa58>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/3/ckpt_GAC_7_18.36.pth.tar'
|
|
embedding time: 23.78673267364502
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
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im_end: 256
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the len of captions: 5465
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|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
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|
im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26926873451055483
|
|
calculate similarity time: 151.48407244682312
|
|
r1i:7.136322049405306 r5i:18.298261665141812 r10i:29.368709972552608 medri:26.0 meanri:74.98444647758463
|
|
r1t:5.8371454711802375 r5t:21.51875571820677 r10t:35.02287282708143 medrt:18.0 meanrt:54.82616651418115
|
|
sum:19.53034461726136
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f990c1012e8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/3/ckpt_GAC_3_15.71.pth.tar'
|
|
embedding time: 24.73499846458435
|
|
======================
|
|
im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26940244359255455
|
|
calculate similarity time: 152.91836977005005
|
|
r1i:7.136322049405306 r5i:19.670631290027448 r10i:31.655992680695334 medri:25.0 meanri:55.76212259835316
|
|
r1t:5.580969807868253 r5t:21.62854528819762 r10t:35.480329368709974 medrt:17.0 meanrt:43.21848124428179
|
|
sum:20.192131747483987
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a639a0d68>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/3/ckpt_GAC_14_19.94.pth.tar'
|
|
embedding time: 23.501440286636353
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
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the len of captions: 5465
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|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
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im_end: 640
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|
the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2690275479348747
|
|
calculate similarity time: 151.54065561294556
|
|
r1i:7.7767612076852695 r5i:20.585544373284538 r10i:31.838975297346753 medri:23.0 meanri:59.36505032021958
|
|
r1t:5.763952424519671 r5t:21.72003659652333 r10t:36.04757548032937 medrt:17.0 meanrt:53.627813357731014
|
|
sum:20.62214089661482
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f990c126630>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/3/ckpt_GAC_6_17.04.pth.tar'
|
|
embedding time: 24.89128065109253
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
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>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
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>> shard_distance batch (1,25)
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>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2695907258864213
|
|
calculate similarity time: 154.55093598365784
|
|
r1i:6.038426349496798 r5i:17.749313815187556 r10i:27.996340347666973 medri:27.0 meanri:80.93138151875571
|
|
r1t:5.800548947849954 r5t:20.51235132662397 r10t:33.723696248856356 medrt:20.0 meanrt:58.00091491308326
|
|
sum:18.636779505946933
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63935e48>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/3/ckpt_GAC_2_14.10.pth.tar'
|
|
embedding time: 23.747082948684692
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
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im_end: 896
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the len of captions: 5465
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|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
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im_end: 1024
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the len of captions: 5465
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|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
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|
im_end: 1093
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the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2696424861286962
|
|
calculate similarity time: 151.8395345211029
|
|
r1i:6.221408966148216 r5i:16.834400731930465 r10i:27.2644098810613 medri:27.0 meanri:64.61665141811528
|
|
r1t:5.196706312900274 r5t:20.60384263494968 r10t:34.62031107044831 medrt:17.0 meanrt:41.81024702653248
|
|
sum:18.456846599573037
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9908d28710>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/3/ckpt_GAC_10_18.40.pth.tar'
|
|
embedding time: 24.894193172454834
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
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the len of captions: 5465
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|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
|
|
the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
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im_end: 640
|
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the len of captions: 5465
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|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2696975367937901
|
|
calculate similarity time: 153.19350481033325
|
|
r1i:6.861848124428179 r5i:19.30466605672461 r10i:29.460201280878316 medri:27.0 meanri:88.91582799634035
|
|
r1t:6.221408966148216 r5t:20.237877401646845 r10t:34.21774931381519 medrt:19.0 meanrt:63.533943275388836
|
|
sum:19.383958523940226
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a638959e8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/3/ckpt_GAC_11_18.01.pth.tar'
|
|
embedding time: 24.191835403442383
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
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|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
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im_end: 768
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the len of captions: 5465
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|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
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|
im_end: 896
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the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2694957681404528
|
|
calculate similarity time: 152.02731108665466
|
|
r1i:6.678865507776761 r5i:18.38975297346752 r10i:27.2644098810613 medri:27.0 meanri:109.04666056724611
|
|
r1t:5.562671546203111 r5t:20.585544373284538 r10t:32.46111619396157 medrt:21.0 meanrt:72.21610247026533
|
|
sum:18.4903934126258
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a638aeba8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/3/ckpt_GAC_8_18.30.pth.tar'
|
|
embedding time: 24.537713527679443
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
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|
im_end: 384
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|
the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26883024577946624
|
|
calculate similarity time: 151.58385968208313
|
|
r1i:7.044830741079598 r5i:19.121683440073195 r10i:29.643183897529735 medri:26.0 meanri:78.96431838975298
|
|
r1t:5.416285452881977 r5t:20.20128087831656 r10t:34.73010064043916 medrt:18.0 meanrt:59.749130832570906
|
|
sum:19.359560841720036
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f990c114f28>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/3/ckpt_GAC_4_16.63.pth.tar'
|
|
embedding time: 24.285176277160645
|
|
======================
|
|
im_start: 0
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im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2689153920156395
|
|
calculate similarity time: 152.41695022583008
|
|
r1i:6.1299176578225065 r5i:20.40256175663312 r10i:29.826166514181153 medri:26.0 meanri:72.64958828911253
|
|
r1t:5.562671546203111 r5t:21.683440073193047 r10t:35.22415370539799 medrt:18.0 meanrt:47.29204025617566
|
|
sum:19.80481854223849
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9908d0f2e8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/3/ckpt_GAC_9_18.99.pth.tar'
|
|
embedding time: 24.3746120929718
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
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the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
|
|
im_start: 256
|
|
im_end: 384
|
|
the len of captions: 5465
|
|
>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
|
|
im_start: 384
|
|
im_end: 512
|
|
the len of captions: 5465
|
|
>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
|
|
im_start: 512
|
|
im_end: 640
|
|
the len of captions: 5465
|
|
>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
|
|
im_start: 640
|
|
im_end: 768
|
|
the len of captions: 5465
|
|
>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
|
|
im_end: 896
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|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.2687554156133371
|
|
calculate similarity time: 151.89914202690125
|
|
r1i:6.953339432753888 r5i:19.39615736505032 r10i:31.838975297346753 medri:23.0 meanri:75.79139981701738
|
|
r1t:5.123513266239708 r5t:19.835315645013722 r10t:35.18755718206771 medrt:19.0 meanrt:64.33430924062213
|
|
sum:19.72247636474535
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9908d20518>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/3/ckpt_GAC_15_20.24.pth.tar'
|
|
embedding time: 24.019450187683105
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
|
|
the len of captions: 5465
|
|
>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
|
|
im_start: 128
|
|
im_end: 256
|
|
the len of captions: 5465
|
|
>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
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>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
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>> shard_distance batch (1,34)
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>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
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>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
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im_start: 768
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im_end: 896
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the len of captions: 5465
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>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
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im_start: 896
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im_end: 1024
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the len of captions: 5465
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>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
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im_start: 1024
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im_end: 1093
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the len of captions: 5465
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|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.26941363879260477
|
|
calculate similarity time: 151.8753378391266
|
|
r1i:7.410795974382434 r5i:20.40256175663312 r10i:30.924062214089663 medri:24.0 meanri:74.99268069533395
|
|
r1t:6.56907593778591 r5t:21.390667886550776 r10t:35.7548032936871 medrt:18.0 meanrt:61.92607502287283
|
|
sum:20.40866117718817
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7f9a63a78f60>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m4m5/3/ckpt_GAC_1_11.32.pth.tar'
|
|
embedding time: 24.027179718017578
|
|
======================
|
|
im_start: 0
|
|
im_end: 128
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the len of captions: 5465
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>> shard_distance batch (0,0)
>> shard_distance batch (0,1)
>> shard_distance batch (0,2)
>> shard_distance batch (0,3)
>> shard_distance batch (0,4)
>> shard_distance batch (0,5)
>> shard_distance batch (0,6)
>> shard_distance batch (0,7)
>> shard_distance batch (0,8)
>> shard_distance batch (0,9)
>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
>> shard_distance batch (0,12)
>> shard_distance batch (0,13)
>> shard_distance batch (0,14)
>> shard_distance batch (0,15)
>> shard_distance batch (0,16)
>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
>> shard_distance batch (0,21)
>> shard_distance batch (0,22)
>> shard_distance batch (0,23)
>> shard_distance batch (0,24)
>> shard_distance batch (0,25)
>> shard_distance batch (0,26)
>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
>> shard_distance batch (0,31)
>> shard_distance batch (0,32)
>> shard_distance batch (0,33)
>> shard_distance batch (0,34)
>> shard_distance batch (0,35)
>> shard_distance batch (0,36)
>> shard_distance batch (0,37)
>> shard_distance batch (0,38)
>> shard_distance batch (0,39)
>> shard_distance batch (0,40)
>> shard_distance batch (0,41)
>> shard_distance batch (0,42)======================
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im_start: 128
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im_end: 256
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the len of captions: 5465
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>> shard_distance batch (1,0)
>> shard_distance batch (1,1)
>> shard_distance batch (1,2)
>> shard_distance batch (1,3)
>> shard_distance batch (1,4)
>> shard_distance batch (1,5)
>> shard_distance batch (1,6)
>> shard_distance batch (1,7)
>> shard_distance batch (1,8)
>> shard_distance batch (1,9)
>> shard_distance batch (1,10)
>> shard_distance batch (1,11)
>> shard_distance batch (1,12)
>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
>> shard_distance batch (1,15)
>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
>> shard_distance batch (1,20)
>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
>> shard_distance batch (1,23)
>> shard_distance batch (1,24)
>> shard_distance batch (1,25)
>> shard_distance batch (1,26)
>> shard_distance batch (1,27)
>> shard_distance batch (1,28)
>> shard_distance batch (1,29)
>> shard_distance batch (1,30)
>> shard_distance batch (1,31)
>> shard_distance batch (1,32)
>> shard_distance batch (1,33)
>> shard_distance batch (1,34)
>> shard_distance batch (1,35)
>> shard_distance batch (1,36)
>> shard_distance batch (1,37)
>> shard_distance batch (1,38)
>> shard_distance batch (1,39)
>> shard_distance batch (1,40)
>> shard_distance batch (1,41)
>> shard_distance batch (1,42)======================
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im_start: 256
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im_end: 384
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the len of captions: 5465
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>> shard_distance batch (2,0)
>> shard_distance batch (2,1)
>> shard_distance batch (2,2)
>> shard_distance batch (2,3)
>> shard_distance batch (2,4)
>> shard_distance batch (2,5)
>> shard_distance batch (2,6)
>> shard_distance batch (2,7)
>> shard_distance batch (2,8)
>> shard_distance batch (2,9)
>> shard_distance batch (2,10)
>> shard_distance batch (2,11)
>> shard_distance batch (2,12)
>> shard_distance batch (2,13)
>> shard_distance batch (2,14)
>> shard_distance batch (2,15)
>> shard_distance batch (2,16)
>> shard_distance batch (2,17)
>> shard_distance batch (2,18)
>> shard_distance batch (2,19)
>> shard_distance batch (2,20)
>> shard_distance batch (2,21)
>> shard_distance batch (2,22)
>> shard_distance batch (2,23)
>> shard_distance batch (2,24)
>> shard_distance batch (2,25)
>> shard_distance batch (2,26)
>> shard_distance batch (2,27)
>> shard_distance batch (2,28)
>> shard_distance batch (2,29)
>> shard_distance batch (2,30)
>> shard_distance batch (2,31)
>> shard_distance batch (2,32)
>> shard_distance batch (2,33)
>> shard_distance batch (2,34)
>> shard_distance batch (2,35)
>> shard_distance batch (2,36)
>> shard_distance batch (2,37)
>> shard_distance batch (2,38)
>> shard_distance batch (2,39)
>> shard_distance batch (2,40)
>> shard_distance batch (2,41)
>> shard_distance batch (2,42)======================
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im_start: 384
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im_end: 512
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the len of captions: 5465
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>> shard_distance batch (3,0)
>> shard_distance batch (3,1)
>> shard_distance batch (3,2)
>> shard_distance batch (3,3)
>> shard_distance batch (3,4)
>> shard_distance batch (3,5)
>> shard_distance batch (3,6)
>> shard_distance batch (3,7)
>> shard_distance batch (3,8)
>> shard_distance batch (3,9)
>> shard_distance batch (3,10)
>> shard_distance batch (3,11)
>> shard_distance batch (3,12)
>> shard_distance batch (3,13)
>> shard_distance batch (3,14)
>> shard_distance batch (3,15)
>> shard_distance batch (3,16)
>> shard_distance batch (3,17)
>> shard_distance batch (3,18)
>> shard_distance batch (3,19)
>> shard_distance batch (3,20)
>> shard_distance batch (3,21)
>> shard_distance batch (3,22)
>> shard_distance batch (3,23)
>> shard_distance batch (3,24)
>> shard_distance batch (3,25)
>> shard_distance batch (3,26)
>> shard_distance batch (3,27)
>> shard_distance batch (3,28)
>> shard_distance batch (3,29)
>> shard_distance batch (3,30)
>> shard_distance batch (3,31)
>> shard_distance batch (3,32)
>> shard_distance batch (3,33)
>> shard_distance batch (3,34)
>> shard_distance batch (3,35)
>> shard_distance batch (3,36)
>> shard_distance batch (3,37)
>> shard_distance batch (3,38)
>> shard_distance batch (3,39)
>> shard_distance batch (3,40)
>> shard_distance batch (3,41)
>> shard_distance batch (3,42)======================
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im_start: 512
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im_end: 640
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the len of captions: 5465
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>> shard_distance batch (4,0)
>> shard_distance batch (4,1)
>> shard_distance batch (4,2)
>> shard_distance batch (4,3)
>> shard_distance batch (4,4)
>> shard_distance batch (4,5)
>> shard_distance batch (4,6)
>> shard_distance batch (4,7)
>> shard_distance batch (4,8)
>> shard_distance batch (4,9)
>> shard_distance batch (4,10)
>> shard_distance batch (4,11)
>> shard_distance batch (4,12)
>> shard_distance batch (4,13)
>> shard_distance batch (4,14)
>> shard_distance batch (4,15)
>> shard_distance batch (4,16)
>> shard_distance batch (4,17)
>> shard_distance batch (4,18)
>> shard_distance batch (4,19)
>> shard_distance batch (4,20)
>> shard_distance batch (4,21)
>> shard_distance batch (4,22)
>> shard_distance batch (4,23)
>> shard_distance batch (4,24)
>> shard_distance batch (4,25)
>> shard_distance batch (4,26)
>> shard_distance batch (4,27)
>> shard_distance batch (4,28)
>> shard_distance batch (4,29)
>> shard_distance batch (4,30)
>> shard_distance batch (4,31)
>> shard_distance batch (4,32)
>> shard_distance batch (4,33)
>> shard_distance batch (4,34)
>> shard_distance batch (4,35)
>> shard_distance batch (4,36)
>> shard_distance batch (4,37)
>> shard_distance batch (4,38)
>> shard_distance batch (4,39)
>> shard_distance batch (4,40)
>> shard_distance batch (4,41)
>> shard_distance batch (4,42)======================
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im_start: 640
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im_end: 768
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the len of captions: 5465
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>> shard_distance batch (5,0)
>> shard_distance batch (5,1)
>> shard_distance batch (5,2)
>> shard_distance batch (5,3)
>> shard_distance batch (5,4)
>> shard_distance batch (5,5)
>> shard_distance batch (5,6)
>> shard_distance batch (5,7)
>> shard_distance batch (5,8)
>> shard_distance batch (5,9)
>> shard_distance batch (5,10)
>> shard_distance batch (5,11)
>> shard_distance batch (5,12)
>> shard_distance batch (5,13)
>> shard_distance batch (5,14)
>> shard_distance batch (5,15)
>> shard_distance batch (5,16)
>> shard_distance batch (5,17)
>> shard_distance batch (5,18)
>> shard_distance batch (5,19)
>> shard_distance batch (5,20)
>> shard_distance batch (5,21)
>> shard_distance batch (5,22)
>> shard_distance batch (5,23)
>> shard_distance batch (5,24)
>> shard_distance batch (5,25)
>> shard_distance batch (5,26)
>> shard_distance batch (5,27)
>> shard_distance batch (5,28)
>> shard_distance batch (5,29)
>> shard_distance batch (5,30)
>> shard_distance batch (5,31)
>> shard_distance batch (5,32)
>> shard_distance batch (5,33)
>> shard_distance batch (5,34)
>> shard_distance batch (5,35)
>> shard_distance batch (5,36)
>> shard_distance batch (5,37)
>> shard_distance batch (5,38)
>> shard_distance batch (5,39)
>> shard_distance batch (5,40)
>> shard_distance batch (5,41)
>> shard_distance batch (5,42)======================
|
|
im_start: 768
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|
im_end: 896
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|
the len of captions: 5465
|
|
>> shard_distance batch (6,0)
>> shard_distance batch (6,1)
>> shard_distance batch (6,2)
>> shard_distance batch (6,3)
>> shard_distance batch (6,4)
>> shard_distance batch (6,5)
>> shard_distance batch (6,6)
>> shard_distance batch (6,7)
>> shard_distance batch (6,8)
>> shard_distance batch (6,9)
>> shard_distance batch (6,10)
>> shard_distance batch (6,11)
>> shard_distance batch (6,12)
>> shard_distance batch (6,13)
>> shard_distance batch (6,14)
>> shard_distance batch (6,15)
>> shard_distance batch (6,16)
>> shard_distance batch (6,17)
>> shard_distance batch (6,18)
>> shard_distance batch (6,19)
>> shard_distance batch (6,20)
>> shard_distance batch (6,21)
>> shard_distance batch (6,22)
>> shard_distance batch (6,23)
>> shard_distance batch (6,24)
>> shard_distance batch (6,25)
>> shard_distance batch (6,26)
>> shard_distance batch (6,27)
>> shard_distance batch (6,28)
>> shard_distance batch (6,29)
>> shard_distance batch (6,30)
>> shard_distance batch (6,31)
>> shard_distance batch (6,32)
>> shard_distance batch (6,33)
>> shard_distance batch (6,34)
>> shard_distance batch (6,35)
>> shard_distance batch (6,36)
>> shard_distance batch (6,37)
>> shard_distance batch (6,38)
>> shard_distance batch (6,39)
>> shard_distance batch (6,40)
>> shard_distance batch (6,41)
>> shard_distance batch (6,42)======================
|
|
im_start: 896
|
|
im_end: 1024
|
|
the len of captions: 5465
|
|
>> shard_distance batch (7,0)
>> shard_distance batch (7,1)
>> shard_distance batch (7,2)
>> shard_distance batch (7,3)
>> shard_distance batch (7,4)
>> shard_distance batch (7,5)
>> shard_distance batch (7,6)
>> shard_distance batch (7,7)
>> shard_distance batch (7,8)
>> shard_distance batch (7,9)
>> shard_distance batch (7,10)
>> shard_distance batch (7,11)
>> shard_distance batch (7,12)
>> shard_distance batch (7,13)
>> shard_distance batch (7,14)
>> shard_distance batch (7,15)
>> shard_distance batch (7,16)
>> shard_distance batch (7,17)
>> shard_distance batch (7,18)
>> shard_distance batch (7,19)
>> shard_distance batch (7,20)
>> shard_distance batch (7,21)
>> shard_distance batch (7,22)
>> shard_distance batch (7,23)
>> shard_distance batch (7,24)
>> shard_distance batch (7,25)
>> shard_distance batch (7,26)
>> shard_distance batch (7,27)
>> shard_distance batch (7,28)
>> shard_distance batch (7,29)
>> shard_distance batch (7,30)
>> shard_distance batch (7,31)
>> shard_distance batch (7,32)
>> shard_distance batch (7,33)
>> shard_distance batch (7,34)
>> shard_distance batch (7,35)
>> shard_distance batch (7,36)
>> shard_distance batch (7,37)
>> shard_distance batch (7,38)
>> shard_distance batch (7,39)
>> shard_distance batch (7,40)
>> shard_distance batch (7,41)
>> shard_distance batch (7,42)======================
|
|
im_start: 1024
|
|
im_end: 1093
|
|
the len of captions: 5465
|
|
>> shard_distance batch (8,0)
>> shard_distance batch (8,1)
>> shard_distance batch (8,2)
>> shard_distance batch (8,3)
>> shard_distance batch (8,4)
>> shard_distance batch (8,5)
>> shard_distance batch (8,6)
>> shard_distance batch (8,7)
>> shard_distance batch (8,8)
>> shard_distance batch (8,9)
>> shard_distance batch (8,10)
>> shard_distance batch (8,11)
>> shard_distance batch (8,12)
>> shard_distance batch (8,13)
>> shard_distance batch (8,14)
>> shard_distance batch (8,15)
>> shard_distance batch (8,16)
>> shard_distance batch (8,17)
>> shard_distance batch (8,18)
>> shard_distance batch (8,19)
>> shard_distance batch (8,20)
>> shard_distance batch (8,21)
>> shard_distance batch (8,22)
>> shard_distance batch (8,23)
>> shard_distance batch (8,24)
>> shard_distance batch (8,25)
>> shard_distance batch (8,26)
>> shard_distance batch (8,27)
>> shard_distance batch (8,28)
>> shard_distance batch (8,29)
>> shard_distance batch (8,30)
>> shard_distance batch (8,31)
>> shard_distance batch (8,32)
>> shard_distance batch (8,33)
>> shard_distance batch (8,34)
>> shard_distance batch (8,35)
>> shard_distance batch (8,36)
>> shard_distance batch (8,37)
>> shard_distance batch (8,38)
>> shard_distance batch (8,39)
>> shard_distance batch (8,40)
>> shard_distance batch (8,41)
>> shard_distance batch (8,42)
|
|
infer time: 0.269038575564244
|
|
calculate similarity time: 151.82511806488037
|
|
r1i:3.9341262580054894 r5i:14.638609332113449 r10i:23.696248856358647 medri:32.0 meanri:71.47575480329368
|
|
r1t:3.9158279963403477 r5t:18.316559926806953 r10t:30.99725526075023 medrt:19.0 meanrt:44.30539798719121
|
|
sum:15.916437938395854
|
|
------
|
|
|
|
Complete evaluate 3th fold
|
|
=========================================
|
|
Start evaluate 4th fold
|
|
Complete evaluate 4th fold
|
|
===================== Ave Score (5-fold verify) =================
|
|
r1i:6.433194402087356
|
|
r5i:18.325370200942015
|
|
r10i:29.22300159262647
|
|
r1t:5.5438649994917135
|
|
r5t:20.58181694961202
|
|
r10t:33.95377994646065
|
|
mr:19.01017134853669
|