4532 lines
1.2 MiB
4532 lines
1.2 MiB
=========================================
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Start evaluate 0th fold
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<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6f08e00b8>
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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_m5/0/ckpt_GAC_2_10.85.pth.tar'
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embedding time: 25.361093997955322
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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)
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>> shard_distance batch (0,19)
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>> shard_distance batch (0,22)
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>> 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)
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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)
>> 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)
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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)
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infer time: 0.7700080890064092
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calculate similarity time: 372.32778692245483
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r1i:4.6660567246111615 r5i:13.449222323879232 r10i:22.964318389752975 medri:32.0 meanri:81.88746569075938
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r1t:4.922232387923147 r5t:17.694419030192133 r10t:30.81427264409881 medrt:20.0 meanrt:45.02799634034767
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sum:15.751753583409576
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------
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<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5a807f0>
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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_m5/0/ckpt_GAC_7_17.28.pth.tar'
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embedding time: 27.2979998588562
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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)
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>> 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: 0.755004117039131
|
|
calculate similarity time: 368.56354904174805
|
|
r1i:7.227813357731016 r5i:19.121683440073195 r10i:31.747483989021042 medri:23.0 meanri:60.70905763952425
|
|
r1t:5.818847209515096 r5t:22.74473924977127 r10t:37.84080512351326 medrt:16.0 meanrt:44.230741079597436
|
|
sum:20.750228728270812
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6dc03a080>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_35_18.21.pth.tar'
|
|
embedding time: 25.099971771240234
|
|
======================
|
|
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: 0.7649253899428887
|
|
calculate similarity time: 372.6804256439209
|
|
r1i:4.757548032936871 r5i:15.004574565416286 r10i:24.153705397987192 medri:35.0 meanri:105.4135407136322
|
|
r1t:4.519670631290028 r5t:17.236962488563588 r10t:28.78316559926807 medrt:24.0 meanrt:86.2708142726441
|
|
sum:15.742604452577007
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d59a2278>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_13_18.06.pth.tar'
|
|
embedding time: 25.013506174087524
|
|
======================
|
|
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: 0.7556722170314739
|
|
calculate similarity time: 371.0306627750397
|
|
r1i:7.227813357731016 r5i:18.57273559011894 r10i:30.10064043915828 medri:25.0 meanri:71.5032021957914
|
|
r1t:5.562671546203111 r5t:21.573650503202195 r10t:36.04757548032937 medrt:18.0 meanrt:56.38572735590119
|
|
sum:19.847514486123817
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6e3c0a588>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_26_19.12.pth.tar'
|
|
embedding time: 24.413108587265015
|
|
======================
|
|
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_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
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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: 0.761106154715368
|
|
calculate similarity time: 367.4385311603546
|
|
r1i:5.032021957913998 r5i:14.821591948764867 r10i:26.440988106129918 medri:30.0 meanri:99.26806953339432
|
|
r1t:4.84903934126258 r5t:19.011893870082343 r10t:32.20494053064959 medrt:21.0 meanrt:80.50631290027448
|
|
sum:17.060079292467215
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6e3c0a198>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_1_9.37.pth.tar'
|
|
embedding time: 25.534981727600098
|
|
======================
|
|
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)======================
|
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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
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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: 0.753738831488045
|
|
calculate similarity time: 366.4572148323059
|
|
r1i:3.476669716376944 r5i:9.972552607502287 r10i:18.847209515096065 medri:39.0 meanri:109.61939615736505
|
|
r1t:3.6413540713632204 r5t:15.681610247026532 r10t:27.410795974382435 medrt:22.0 meanrt:52.978956999085085
|
|
sum:13.17169868862458
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6dc038160>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/GAC_best.pth.tar'
|
|
embedding time: 26.84157919883728
|
|
======================
|
|
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
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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
|
|
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: 0.7629244395312721
|
|
calculate similarity time: 373.2644691467285
|
|
r1i:6.221408966148216 r5i:18.298261665141812 r10i:28.728270814272644 medri:27.0 meanri:79.62122598353156
|
|
r1t:5.416285452881977 r5t:21.51875571820677 r10t:34.07136322049405 medrt:18.0 meanrt:64.63531564501372
|
|
sum:19.04239097285758
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6dc038470>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_15_18.37.pth.tar'
|
|
embedding time: 23.516218185424805
|
|
======================
|
|
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: 0.7626685812799814
|
|
calculate similarity time: 373.1535654067993
|
|
r1i:7.410795974382434 r5i:17.749313815187556 r10i:28.362305580969807 medri:27.0 meanri:77.80420860018299
|
|
r1t:5.5443732845379685 r5t:20.93321134492223 r10t:34.85818847209515 medrt:18.0 meanrt:56.88087831655993
|
|
sum:19.14303141201586
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6e3c02630>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_20_18.76.pth.tar'
|
|
embedding time: 25.272692441940308
|
|
======================
|
|
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)======================
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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: 0.7627899492741863
|
|
calculate similarity time: 370.8007354736328
|
|
r1i:6.587374199451052 r5i:17.56633119853614 r10i:29.551692589204027 medri:26.0 meanri:83.77310155535224
|
|
r1t:5.160109789569991 r5t:20.31107044830741 r10t:34.29094236047575 medrt:19.0 meanrt:70.17950594693504
|
|
sum:18.91125343092406
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5938860>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_4_12.88.pth.tar'
|
|
embedding time: 26.43645739555359
|
|
======================
|
|
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: 0.7523790034212807
|
|
calculate similarity time: 368.02358198165894
|
|
r1i:6.038426349496798 r5i:16.742909423604758 r10i:27.630375114364135 medri:30.0 meanri:77.70722781335773
|
|
r1t:4.702653247941446 r5t:18.2067703568161 r10t:32.40622140896615 medrt:18.0 meanrt:44.91729185727356
|
|
sum:17.621225983531563
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d59b0d68>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_12_18.04.pth.tar'
|
|
embedding time: 25.476386547088623
|
|
======================
|
|
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: 0.75848276670589
|
|
calculate similarity time: 371.92508912086487
|
|
r1i:7.7767612076852695 r5i:18.847209515096065 r10i:30.466605672461117 medri:25.0 meanri:67.46203110704484
|
|
r1t:6.1848124428179325 r5t:21.62854528819762 r10t:35.791399817017385 medrt:17.0 meanrt:52.59158279963403
|
|
sum:20.115888990545898
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5940550>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_10_18.71.pth.tar'
|
|
embedding time: 22.996928691864014
|
|
======================
|
|
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)
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>> 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)
>> 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: 0.7550455347204085
|
|
calculate similarity time: 368.838014125824
|
|
r1i:7.319304666056724 r5i:19.213174748398902 r10i:29.277218664226897 medri:23.0 meanri:60.4711802378774
|
|
r1t:6.1299176578225065 r5t:22.92772186642269 r10t:37.52973467520586 medrt:16.0 meanrt:47.17310155535224
|
|
sum:20.399512046355596
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5b082e8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_8_17.45.pth.tar'
|
|
embedding time: 25.357179880142212
|
|
======================
|
|
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
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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: 0.7666707328431674
|
|
calculate similarity time: 372.10787057876587
|
|
r1i:7.7767612076852695 r5i:18.847209515096065 r10i:30.558096980786825 medri:24.0 meanri:70.3348581884721
|
|
r1t:5.526075022872827 r5t:23.165599268069535 r10t:37.236962488563584 medrt:16.0 meanrt:50.675571820677035
|
|
sum:20.51845074717902
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5a7bf98>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_3_12.49.pth.tar'
|
|
embedding time: 24.8178493976593
|
|
======================
|
|
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
|
|
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: 0.7633299112936015
|
|
calculate similarity time: 369.32180762290955
|
|
r1i:5.215004574565416 r5i:15.553522415370539 r10i:25.709057639524246 medri:30.0 meanri:68.0
|
|
r1t:5.123513266239708 r5t:20.036596523330285 r10t:33.46752058554437 medrt:18.0 meanrt:45.51052150045746
|
|
sum:17.51753583409576
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d599b470>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_14_19.04.pth.tar'
|
|
embedding time: 26.03658938407898
|
|
======================
|
|
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)======================
|
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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)======================
|
|
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: 0.7612539138596803
|
|
calculate similarity time: 371.44293761253357
|
|
r1i:7.685269899359561 r5i:19.39615736505032 r10i:29.826166514181153 medri:23.0 meanri:73.21043000914914
|
|
r1t:5.617566331198536 r5t:21.537053979871914 r10t:35.55352241537054 medrt:18.0 meanrt:55.262031107044834
|
|
sum:19.935956084172005
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d59aa908>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_25_18.63.pth.tar'
|
|
embedding time: 25.030189514160156
|
|
======================
|
|
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: 0.7597852997693597
|
|
calculate similarity time: 370.3127028942108
|
|
r1i:6.678865507776761 r5i:15.919487648673377 r10i:27.630375114364135 medri:28.0 meanri:97.28179322964318
|
|
r1t:5.215004574565416 r5t:18.975297346752058 r10t:31.747483989021042 medrt:22.0 meanrt:79.92753888380604
|
|
sum:17.694419030192133
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5a72240>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_29_18.22.pth.tar'
|
|
embedding time: 23.501097679138184
|
|
======================
|
|
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: 0.7646844621160541
|
|
calculate similarity time: 375.540323972702
|
|
r1i:6.7703568161024705 r5i:16.102470265324794 r10i:27.538883806038427 medri:30.0 meanri:108.88106129917658
|
|
r1t:4.977127172918573 r5t:18.86550777676121 r10t:31.107044830741078 medrt:24.0 meanrt:86.15882891125344
|
|
sum:17.56023177798109
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5a7bda0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_24_18.76.pth.tar'
|
|
embedding time: 23.684325695037842
|
|
======================
|
|
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: 0.7614863645814802
|
|
calculate similarity time: 371.47893953323364
|
|
r1i:5.489478499542543 r5i:16.55992680695334 r10i:26.98993595608417 medri:28.0 meanri:96.85178408051235
|
|
r1t:5.086916742909423 r5t:18.774016468435498 r10t:31.91216834400732 medrt:22.0 meanrt:79.82159194876486
|
|
sum:17.468740469655383
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5940128>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_0_8.71.pth.tar'
|
|
embedding time: 24.80920958518982
|
|
======================
|
|
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)
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>> 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)
>> 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: 0.7571043684809091
|
|
calculate similarity time: 366.42014360427856
|
|
r1i:3.8426349496797805 r5i:12.442817932296432 r10i:19.48764867337603 medri:38.0 meanri:91.6523330283623
|
|
r1t:3.7328453796889294 r5t:14.94967978042086 r10t:26.898444647758463 medrt:23.0 meanrt:49.25434583714547
|
|
sum:13.559011893870084
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6dc034940>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_19_19.20.pth.tar'
|
|
embedding time: 25.73034644126892
|
|
======================
|
|
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: 0.760327154967828
|
|
calculate similarity time: 371.1747546195984
|
|
r1i:6.221408966148216 r5i:18.298261665141812 r10i:28.728270814272644 medri:27.0 meanri:79.62122598353156
|
|
r1t:5.416285452881977 r5t:21.51875571820677 r10t:34.07136322049405 medrt:18.0 meanrt:64.63531564501372
|
|
sum:19.04239097285758
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d59b0940>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_21_18.82.pth.tar'
|
|
embedding time: 27.260269165039062
|
|
======================
|
|
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)======================
|
|
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
|
|
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)======================
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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
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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: 0.7630833261080798
|
|
calculate similarity time: 374.9039204120636
|
|
r1i:7.044830741079598 r5i:18.115279048490393 r10i:29.09423604757548 medri:25.0 meanri:82.75846294602013
|
|
r1t:5.0137236962488565 r5t:20.49405306495883 r10t:32.93687099725526 medrt:20.0 meanrt:70.53979871912168
|
|
sum:18.78316559926807
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5ae6908>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_31_18.49.pth.tar'
|
|
embedding time: 23.635948181152344
|
|
======================
|
|
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
|
|
>> 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
|
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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: 0.7613198596993774
|
|
calculate similarity time: 370.52069783210754
|
|
r1i:5.580969807868253 r5i:14.913083257090577 r10i:26.16651418115279 medri:30.0 meanri:109.25251601097895
|
|
r1t:5.086916742909423 r5t:18.627630375114364 r10t:30.32021957913998 medrt:24.0 meanrt:86.18371454711803
|
|
sum:16.782555657212566
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5b08710>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_5_14.91.pth.tar'
|
|
embedding time: 24.158262729644775
|
|
======================
|
|
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: 0.758495213141429
|
|
calculate similarity time: 368.55708265304565
|
|
r1i:5.946935041171089 r5i:18.48124428179323 r10i:29.91765782250686 medri:24.0 meanri:61.58828911253431
|
|
r1t:6.111619396157365 r5t:21.61024702653248 r10t:35.35224153705398 medrt:17.0 meanrt:45.219579139981704
|
|
sum:19.56999085086917
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5938668>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_23_18.88.pth.tar'
|
|
embedding time: 23.82795739173889
|
|
======================
|
|
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: 0.7587112123652022
|
|
calculate similarity time: 368.5302143096924
|
|
r1i:7.319304666056724 r5i:17.108874656907595 r10i:28.545288197621225 medri:27.0 meanri:81.75754803293687
|
|
r1t:4.977127172918573 r5t:20.347666971637693 r10t:33.1747483989021 medrt:20.0 meanrt:75.77566331198535
|
|
sum:18.578835010673988
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6dc038710>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/0/ckpt_GAC_9_17.44.pth.tar'
|
|
embedding time: 23.501444578170776
|
|
======================
|
|
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: 0.7584910978026477
|
|
calculate similarity time: 366.67692399024963
|
|
r1i:6.678865507776761 r5i:17.108874656907595 r10i:27.447392497712716 medri:26.0 meanri:69.29094236047575
|
|
r1t:5.489478499542543 r5t:22.689844464775845 r10t:36.65141811527905 medrt:17.0 meanrt:48.12900274473925
|
|
sum:19.344312290332415
|
|
------
|
|
|
|
Complete evaluate 0th fold
|
|
=========================================
|
|
Start evaluate 1th fold
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6e3bb5550>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/1/ckpt_GAC_1_9.84.pth.tar'
|
|
embedding time: 25.699259996414185
|
|
======================
|
|
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_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: 0.7544683104029614
|
|
calculate similarity time: 366.4335501194
|
|
r1i:4.757548032936871 r5i:15.004574565416286 r10i:24.2451967063129 medri:34.0 meanri:81.8783165599268
|
|
r1t:4.007319304666057 r5t:16.37694419030192 r10t:30.2836230558097 medrt:20.0 meanrt:45.99469350411711
|
|
sum:15.779200975907289
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6e3f8d550>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/1/ckpt_GAC_0_7.77.pth.tar'
|
|
embedding time: 25.949503898620605
|
|
======================
|
|
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: 0.7551449102948803
|
|
calculate similarity time: 368.4359896183014
|
|
r1i:3.110704483074108 r5i:11.161939615736506 r10i:19.39615736505032 medri:40.0 meanri:122.97987191216835
|
|
r1t:3.0009149130832573 r5t:13.723696248856358 r10t:24.995425434583716 medrt:26.0 meanrt:59.513998170173835
|
|
sum:12.564806343397379
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d59b0b70>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/1/ckpt_GAC_11_18.65.pth.tar'
|
|
embedding time: 24.957406759262085
|
|
======================
|
|
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)======================
|
|
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: 0.7635596383757678
|
|
calculate similarity time: 370.36239743232727
|
|
r1i:7.410795974382434 r5i:21.31747483989021 r10i:34.03476669716377 medri:23.0 meanri:70.94967978042087
|
|
r1t:5.471180237877402 r5t:22.580054894784997 r10t:37.25526075022873 medrt:17.0 meanrt:51.035681610247025
|
|
sum:21.344922232387926
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6dc06f208>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/1/ckpt_GAC_3_12.69.pth.tar'
|
|
embedding time: 24.033061742782593
|
|
======================
|
|
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
|
|
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: 0.7572279272153396
|
|
calculate similarity time: 368.7098619937897
|
|
r1i:4.757548032936871 r5i:17.749313815187556 r10i:27.17291857273559 medri:28.0 meanri:80.45562671546203
|
|
r1t:5.105215004574565 r5t:19.030192131747484 r10t:33.06495882891125 medrt:18.0 meanrt:44.04794144556267
|
|
sum:17.813357731015554
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5b0c400>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/1/ckpt_GAC_14_18.02.pth.tar'
|
|
embedding time: 23.571918725967407
|
|
======================
|
|
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: 0.7631660333283495
|
|
calculate similarity time: 366.7986636161804
|
|
r1i:6.312900274473925 r5i:19.213174748398902 r10i:31.655992680695334 medri:22.0 meanri:68.72095150960659
|
|
r1t:6.349496797804209 r5t:22.506861848124426 r10t:36.01097895699908 medrt:17.0 meanrt:55.66221408966148
|
|
sum:20.341567551082647
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5b08978>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/1/ckpt_GAC_9_18.01.pth.tar'
|
|
embedding time: 26.288142442703247
|
|
======================
|
|
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: 0.7532154515732167
|
|
calculate similarity time: 367.6418743133545
|
|
r1i:6.953339432753888 r5i:20.40256175663312 r10i:31.564501372369627 medri:23.0 meanri:58.60384263494968
|
|
r1t:5.3064958828911255 r5t:22.470265324794145 r10t:37.035681610247025 medrt:16.0 meanrt:46.40475754803294
|
|
sum:20.622140896614823
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5a20cc0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/1/GAC_best.pth.tar'
|
|
embedding time: 28.36055612564087
|
|
======================
|
|
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: 0.7558053143572746
|
|
calculate similarity time: 372.2078983783722
|
|
r1i:7.136322049405306 r5i:18.023787740164686 r10i:28.728270814272644 medri:26.0 meanri:74.63952424519671
|
|
r1t:6.111619396157365 r5t:22.268984446477585 r10t:36.08417200365965 medrt:18.0 meanrt:56.21738334858188
|
|
sum:19.725526075022874
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d59b0668>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/1/ckpt_GAC_7_17.26.pth.tar'
|
|
embedding time: 23.840250968933105
|
|
======================
|
|
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)
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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)
>> 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)
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>> shard_distance batch (1,32)
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>> 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: 0.7574778385556638
|
|
calculate similarity time: 367.8792691230774
|
|
r1i:7.685269899359561 r5i:19.57913998170174 r10i:32.38792314730101 medri:23.0 meanri:60.516010978957
|
|
r1t:5.800548947849954 r5t:23.220494053064957 r10t:38.04208600182982 medrt:16.0 meanrt:44.100091491308326
|
|
sum:21.119243671851176
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6e3bb6ef0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/1/ckpt_GAC_2_11.49.pth.tar'
|
|
embedding time: 23.88654589653015
|
|
======================
|
|
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: 0.760093417278556
|
|
calculate similarity time: 371.92204570770264
|
|
r1i:5.489478499542543 r5i:16.102470265324794 r10i:27.538883806038427 medri:28.0 meanri:83.13632204940531
|
|
r1t:5.745654162854529 r5t:20.091491308325708 r10t:34.34583714547118 medrt:18.0 meanrt:41.76706312900274
|
|
sum:18.218969197926196
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6e3c02710>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/1/ckpt_GAC_16_18.57.pth.tar'
|
|
embedding time: 23.076881647109985
|
|
======================
|
|
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: 0.7523835746508852
|
|
calculate similarity time: 363.6240496635437
|
|
r1i:8.142726440988106 r5i:20.128087831655993 r10i:29.91765782250686 medri:26.0 meanri:79.30649588289113
|
|
r1t:5.727355901189387 r5t:21.189387008234217 r10t:34.967978042086 medrt:19.0 meanrt:60.18151875571821
|
|
sum:20.012198841110095
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5b086d8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/1/ckpt_GAC_6_16.28.pth.tar'
|
|
embedding time: 25.23190927505493
|
|
======================
|
|
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: 0.7624258157202748
|
|
calculate similarity time: 370.6266703605652
|
|
r1i:5.672461116193961 r5i:17.749313815187556 r10i:29.09423604757548 medri:24.0 meanri:69.74473924977127
|
|
r1t:6.440988106129917 r5t:22.488563586459286 r10t:37.67612076852699 medrt:17.0 meanrt:43.48929551692589
|
|
sum:19.853613906678866
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5980a90>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/1/ckpt_GAC_8_18.00.pth.tar'
|
|
embedding time: 26.163372039794922
|
|
======================
|
|
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: 0.7561957719098074
|
|
calculate similarity time: 369.7966516017914
|
|
r1i:6.495882891125343 r5i:18.38975297346752 r10i:31.473010064043915 medri:23.0 meanri:64.57182067703567
|
|
r1t:6.623970722781336 r5t:22.982616651418116 r10t:38.57273559011894 medrt:15.0 meanrt:42.66569075937786
|
|
sum:20.75632814882586
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6dc06f7f0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/1/ckpt_GAC_15_18.85.pth.tar'
|
|
embedding time: 24.731602668762207
|
|
======================
|
|
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
|
|
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: 0.7597975441343716
|
|
calculate similarity time: 370.6271004676819
|
|
r1i:7.136322049405306 r5i:18.023787740164686 r10i:28.728270814272644 medri:26.0 meanri:74.63952424519671
|
|
r1t:6.111619396157365 r5t:22.268984446477585 r10t:36.08417200365965 medrt:18.0 meanrt:56.21738334858188
|
|
sum:19.725526075022874
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6e3c5ff60>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/1/ckpt_GAC_5_16.52.pth.tar'
|
|
embedding time: 24.77192234992981
|
|
======================
|
|
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: 0.7585612273647495
|
|
calculate similarity time: 371.47641801834106
|
|
r1i:7.502287282708143 r5i:19.57913998170174 r10i:30.2836230558097 medri:24.0 meanri:57.018298261665144
|
|
r1t:6.001829826166515 r5t:21.92131747483989 r10t:37.84080512351326 medrt:16.0 meanrt:39.58133577310156
|
|
sum:20.52150045745654
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d59a2358>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/1/ckpt_GAC_4_13.50.pth.tar'
|
|
embedding time: 24.89811658859253
|
|
======================
|
|
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
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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)
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>> shard_distance batch (1,13)
>> shard_distance batch (1,14)
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>> shard_distance batch (1,16)
>> shard_distance batch (1,17)
>> shard_distance batch (1,18)
>> shard_distance batch (1,19)
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>> 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)
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>> 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: 0.7630878258737175
|
|
calculate similarity time: 372.746230840683
|
|
r1i:6.953339432753888 r5i:17.56633119853614 r10i:27.17291857273559 medri:30.0 meanri:75.55169258920402
|
|
r1t:5.65416285452882 r5t:20.73193046660567 r10t:34.967978042086 medrt:17.0 meanrt:41.80182982616651
|
|
sum:18.841110094541023
|
|
------
|
|
|
|
Complete evaluate 1th fold
|
|
=========================================
|
|
Start evaluate 2th fold
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5aecc88>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_8_17.50.pth.tar'
|
|
embedding time: 24.464117527008057
|
|
======================
|
|
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: 0.7549685618674108
|
|
calculate similarity time: 366.57105350494385
|
|
r1i:7.410795974382434 r5i:20.40256175663312 r10i:32.38792314730101 medri:23.0 meanri:59.91765782250686
|
|
r1t:6.203110704483074 r5t:23.220494053064957 r10t:36.85269899359561 medrt:17.0 meanrt:43.990118938700824
|
|
sum:21.07959743824337
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5a72550>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_19_18.81.pth.tar'
|
|
embedding time: 27.212862014770508
|
|
======================
|
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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: 0.759498115657836
|
|
calculate similarity time: 368.97363924980164
|
|
r1i:6.495882891125343 r5i:19.121683440073195 r10i:29.368709972552608 medri:23.0 meanri:85.8316559926807
|
|
r1t:5.233302836230558 r5t:19.08508691674291 r10t:32.22323879231473 medrt:21.0 meanrt:66.67099725526074
|
|
sum:18.587984141506556
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5a8abe0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_7_17.55.pth.tar'
|
|
embedding time: 30.180571794509888
|
|
======================
|
|
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: 0.7509180951180076
|
|
calculate similarity time: 364.6729528903961
|
|
r1i:7.685269899359561 r5i:20.036596523330285 r10i:32.11344922232388 medri:23.0 meanri:56.53796889295517
|
|
r1t:6.331198536139067 r5t:22.94602012808783 r10t:37.2003659652333 medrt:16.0 meanrt:40.24574565416285
|
|
sum:21.052150045745655
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6dc06fda0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_10_18.28.pth.tar'
|
|
embedding time: 23.408078908920288
|
|
======================
|
|
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: 0.7451975462664622
|
|
calculate similarity time: 347.28716373443604
|
|
r1i:7.136322049405306 r5i:21.866422689844466 r10i:32.20494053064959 medri:22.0 meanri:56.26349496797804
|
|
r1t:6.880146386093321 r5t:23.34858188472095 r10t:36.21225983531564 medrt:17.0 meanrt:43.57035681610247
|
|
sum:21.27477889600488
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d599b7f0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_5_13.60.pth.tar'
|
|
embedding time: 24.472421884536743
|
|
======================
|
|
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
|
|
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: 0.74499255988641
|
|
calculate similarity time: 349.5017955303192
|
|
r1i:5.85544373284538 r5i:17.47483989021043 r10i:27.721866422689846 medri:28.0 meanri:60.76852698993596
|
|
r1t:4.995425434583715 r5t:19.231473010064043 r10t:33.50411710887466 medrt:18.0 meanrt:39.56633119853614
|
|
sum:18.13052759987801
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe61c4e97f0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_11_18.85.pth.tar'
|
|
embedding time: 23.63868236541748
|
|
======================
|
|
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: 0.7433749027646481
|
|
calculate similarity time: 347.7438666820526
|
|
r1i:7.868252516010979 r5i:21.50045745654163 r10i:31.655992680695334 medri:22.0 meanri:63.769441903019214
|
|
r1t:6.532479414455627 r5t:21.903019213174748 r10t:36.596523330283624 medrt:17.0 meanrt:46.87264409881061
|
|
sum:21.009454101860324
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5a20c50>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_12_18.71.pth.tar'
|
|
embedding time: 22.838186025619507
|
|
======================
|
|
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 (1,35)
>> 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: 0.7447235836847192
|
|
calculate similarity time: 347.2435851097107
|
|
r1i:8.142726440988106 r5i:20.951509606587376 r10i:30.009149130832572 medri:24.0 meanri:63.31381518755718
|
|
r1t:6.258005489478499 r5t:21.646843549862762 r10t:36.13906678865508 medrt:17.0 meanrt:51.06001829826167
|
|
sum:20.524550167734066
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5a66d68>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/GAC_best.pth.tar'
|
|
embedding time: 24.698318243026733
|
|
======================
|
|
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: 0.7439427474364446
|
|
calculate similarity time: 349.1833407878876
|
|
r1i:5.672461116193961 r5i:19.48764867337603 r10i:29.91765782250686 medri:25.0 meanri:89.06129917657823
|
|
r1t:4.373284537968893 r5t:19.139981701738336 r10t:31.61939615736505 medrt:21.0 meanrt:73.23458371454711
|
|
sum:18.368405001524852
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5940c88>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_26_18.33.pth.tar'
|
|
embedding time: 24.617239475250244
|
|
======================
|
|
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: 0.743776984917101
|
|
calculate similarity time: 347.44897747039795
|
|
r1i:5.763952424519671 r5i:18.298261665141812 r10i:28.819762122598352 medri:30.0 meanri:96.97712717291857
|
|
r1t:4.263494967978042 r5t:17.45654162854529 r10t:29.569990850869168 medrt:23.0 meanrt:81.82122598353156
|
|
sum:17.362000609942054
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6e3be6198>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_6_15.76.pth.tar'
|
|
embedding time: 24.794811964035034
|
|
======================
|
|
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
|
|
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: 0.7425561536498156
|
|
calculate similarity time: 348.21961402893066
|
|
r1i:5.580969807868253 r5i:16.925892040256176 r10i:27.538883806038427 medri:26.0 meanri:59.51875571820677
|
|
r1t:6.020128087831656 r5t:21.29917657822507 r10t:36.193961573650505 medrt:17.0 meanrt:39.35937785910338
|
|
sum:18.92650198231168
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d599b940>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_30_18.47.pth.tar'
|
|
embedding time: 25.0346097946167
|
|
======================
|
|
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: 0.7445798382278561
|
|
calculate similarity time: 348.6796953678131
|
|
r1i:6.404391582799634 r5i:18.38975297346752 r10i:29.643183897529735 medri:28.0 meanri:93.87648673376029
|
|
r1t:4.7209515096065875 r5t:18.517840805123512 r10t:31.363220494053063 medrt:22.0 meanrt:74.14967978042085
|
|
sum:18.173223543763342
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5a72780>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_9_18.34.pth.tar'
|
|
embedding time: 24.304816007614136
|
|
======================
|
|
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: 0.7455826434054116
|
|
calculate similarity time: 349.1723232269287
|
|
r1i:8.234217749313816 r5i:23.055809698078683 r10i:34.675205855443735 medri:21.0 meanri:51.64043915827996
|
|
r1t:6.623970722781336 r5t:22.397072278133578 r10t:38.09698078682525 medrt:16.0 meanrt:41.63458371454712
|
|
sum:22.1805428484294
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5a66cc0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_15_18.84.pth.tar'
|
|
embedding time: 23.4916729927063
|
|
======================
|
|
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: 0.7465880496249334
|
|
calculate similarity time: 348.80143332481384
|
|
r1i:7.7767612076852695 r5i:21.40896614821592 r10i:30.924062214089663 medri:24.0 meanri:71.87740164684355
|
|
r1t:5.8371454711802375 r5t:20.71363220494053 r10t:34.602012808783165 medrt:19.0 meanrt:54.491491308325706
|
|
sum:20.210430009149132
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5980470>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_27_18.11.pth.tar'
|
|
embedding time: 22.983865976333618
|
|
======================
|
|
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)
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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)
>> shard_distance batch (1,14)
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>> shard_distance batch (1,17)
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>> 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)
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>> 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 (1,39)
>> 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: 0.7377044969750929
|
|
calculate similarity time: 345.1962511539459
|
|
r1i:6.861848124428179 r5i:20.036596523330285 r10i:30.83257090576395 medri:25.0 meanri:80.45562671546203
|
|
r1t:5.05032021957914 r5t:20.2195791399817 r10t:32.38792314730101 medrt:22.0 meanrt:70.29204025617567
|
|
sum:19.231473010064047
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6e3bd27b8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_23_19.10.pth.tar'
|
|
embedding time: 24.54051446914673
|
|
======================
|
|
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: 0.7400913417185307
|
|
calculate similarity time: 346.6458172798157
|
|
r1i:5.672461116193961 r5i:19.48764867337603 r10i:29.91765782250686 medri:25.0 meanri:89.06129917657823
|
|
r1t:4.373284537968893 r5t:19.139981701738336 r10t:31.61939615736505 medrt:21.0 meanrt:73.23458371454711
|
|
sum:18.368405001524852
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6e3be6cf8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_28_18.22.pth.tar'
|
|
embedding time: 23.22822403907776
|
|
======================
|
|
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: 0.7443125543668289
|
|
calculate similarity time: 347.7532379627228
|
|
r1i:6.587374199451052 r5i:18.755718206770357 r10i:30.558096980786825 medri:27.0 meanri:90.53979871912168
|
|
r1t:4.903934126258005 r5t:19.48764867337603 r10t:31.180237877401648 medrt:23.0 meanrt:76.93449222323879
|
|
sum:18.578835010673988
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5940978>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_0_8.46.pth.tar'
|
|
embedding time: 23.184587955474854
|
|
======================
|
|
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
|
|
>> 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: 0.742286686441387
|
|
calculate similarity time: 347.21350359916687
|
|
r1i:3.293687099725526 r5i:10.978956999085087 r10i:18.48124428179323 medri:41.0 meanri:103.39707227813358
|
|
r1t:3.6230558096980787 r5t:14.94967978042086 r10t:27.740164684354987 medrt:23.0 meanrt:54.02342177493138
|
|
sum:13.177798109179628
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5b08588>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_20_18.54.pth.tar'
|
|
embedding time: 23.6965491771698
|
|
======================
|
|
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: 0.7374089466508968
|
|
calculate similarity time: 345.30786323547363
|
|
r1i:7.044830741079598 r5i:19.48764867337603 r10i:31.473010064043915 medri:24.0 meanri:86.70539798719122
|
|
r1t:5.086916742909423 r5t:19.81701738334858 r10t:32.7355901189387 medrt:21.0 meanrt:71.06550777676121
|
|
sum:19.274168953949374
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6e3bb6dd8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_25_18.17.pth.tar'
|
|
embedding time: 23.00348949432373
|
|
======================
|
|
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: 0.7436808412389238
|
|
calculate similarity time: 346.8673424720764
|
|
r1i:6.404391582799634 r5i:18.2067703568161 r10i:28.362305580969807 medri:27.0 meanri:94.94693504117109
|
|
r1t:4.7209515096065875 r5t:17.38334858188472 r10t:30.41171088746569 medrt:23.0 meanrt:78.06532479414456
|
|
sum:17.58157974992376
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5919668>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_24_18.45.pth.tar'
|
|
embedding time: 23.12725281715393
|
|
======================
|
|
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: 0.7417055815073255
|
|
calculate similarity time: 345.72645115852356
|
|
r1i:6.7703568161024705 r5i:18.755718206770357 r10i:29.368709972552608 medri:26.0 meanri:93.27447392497713
|
|
r1t:4.84903934126258 r5t:18.408051235132664 r10t:31.253430924062215 medrt:21.0 meanrt:77.21756633119854
|
|
sum:18.234217749313817
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6e3bb54e0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_2_9.77.pth.tar'
|
|
embedding time: 23.283355712890625
|
|
======================
|
|
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)
>> 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
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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: 0.7404752122647387
|
|
calculate similarity time: 345.6645848751068
|
|
r1i:4.300091491308326 r5i:13.723696248856358 r10i:21.13449222323879 medri:38.0 meanri:106.29460201280878
|
|
r1t:3.586459286367795 r5t:15.260750228728272 r10t:27.301006404391583 medrt:23.0 meanrt:58.30009149130833
|
|
sum:14.217749313815188
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5a58860>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_18_18.04.pth.tar'
|
|
embedding time: 23.18920612335205
|
|
======================
|
|
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: 0.7406314214070638
|
|
calculate similarity time: 346.062481880188
|
|
r1i:5.946935041171089 r5i:18.2067703568161 r10i:29.18572735590119 medri:25.0 meanri:79.06587374199451
|
|
r1t:5.269899359560842 r5t:19.670631290027448 r10t:33.613906678865504 medrt:20.0 meanrt:62.99725526075023
|
|
sum:18.64897834705703
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5a58a20>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_16_18.47.pth.tar'
|
|
embedding time: 24.993128061294556
|
|
======================
|
|
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)======================
|
|
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: 0.7495370385566731
|
|
calculate similarity time: 351.3958342075348
|
|
r1i:7.7767612076852695 r5i:19.57913998170174 r10i:31.19853613906679 medri:24.0 meanri:73.6523330283623
|
|
r1t:5.96523330283623 r5t:21.372369624885636 r10t:34.98627630375115 medrt:19.0 meanrt:56.598902104300095
|
|
sum:20.146386093321137
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6dc0387b8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_17_18.30.pth.tar'
|
|
embedding time: 23.3080952167511
|
|
======================
|
|
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
|
|
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: 0.7414564611991863
|
|
calculate similarity time: 346.88262581825256
|
|
r1i:7.136322049405306 r5i:19.853613906678866 r10i:31.19853613906679 medri:26.0 meanri:86.97621225983532
|
|
r1t:5.709057639524246 r5t:19.451052150045747 r10t:33.412625800548945 medrt:19.0 meanrt:64.27813357731016
|
|
sum:19.46020128087832
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6e3be6f28>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_21_19.06.pth.tar'
|
|
embedding time: 23.21641778945923
|
|
======================
|
|
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: 0.7479373583189893
|
|
calculate similarity time: 349.1317014694214
|
|
r1i:6.312900274473925 r5i:18.38975297346752 r10i:28.362305580969807 medri:25.0 meanri:87.53156450137237
|
|
r1t:4.995425434583715 r5t:19.634034766697162 r10t:32.33302836230558 medrt:21.0 meanrt:71.45983531564501
|
|
sum:18.337907898749616
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5919668>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_1_10.33.pth.tar'
|
|
embedding time: 23.08167791366577
|
|
======================
|
|
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
|
|
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: 0.7453645347624787
|
|
calculate similarity time: 347.63619565963745
|
|
r1i:4.757548032936871 r5i:12.168344007319305 r10i:21.683440073193047 medri:36.0 meanri:86.3623055809698
|
|
r1t:4.53796889295517 r5t:18.536139066788657 r10t:33.06495882891125 medrt:19.0 meanrt:44.358279963403476
|
|
sum:15.791399817017384
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6e3bd2940>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_3_12.66.pth.tar'
|
|
embedding time: 24.69477367401123
|
|
======================
|
|
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: 0.7514915108988759
|
|
calculate similarity time: 352.8539688587189
|
|
r1i:5.123513266239708 r5i:15.370539798719122 r10i:24.06221408966148 medri:33.0 meanri:75.99451052150046
|
|
r1t:4.336688014638609 r5t:19.249771271729184 r10t:33.19304666056725 medrt:18.0 meanrt:43.14711802378774
|
|
sum:16.88929551692589
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5a661d0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/2/ckpt_GAC_22_18.63.pth.tar'
|
|
embedding time: 24.013181924819946
|
|
======================
|
|
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)
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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 (0,36)
>> shard_distance batch (0,37)
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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)
>> 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)
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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)
>> 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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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: 0.7443928774013076
|
|
calculate similarity time: 347.78679609298706
|
|
r1i:6.1299176578225065 r5i:18.847209515096065 r10i:29.734675205855442 medri:25.0 meanri:93.8462946020128
|
|
r1t:4.9588289112534305 r5t:18.88380603842635 r10t:31.436413540713634 medrt:22.0 meanrt:74.06916742909424
|
|
sum:18.33180847819457
|
|
------
|
|
|
|
Complete evaluate 2th fold
|
|
=========================================
|
|
Start evaluate 3th fold
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5938358>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/3/ckpt_GAC_4_12.37.pth.tar'
|
|
embedding time: 24.58487296104431
|
|
======================
|
|
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: 0.7452823290221143
|
|
calculate similarity time: 348.3165600299835
|
|
r1i:4.208600182982616 r5i:15.279048490393413 r10i:23.14730100640439 medri:29.0 meanri:66.92772186642269
|
|
r1t:4.84903934126258 r5t:19.377859103385177 r10t:33.11985361390668 medrt:19.0 meanrt:43.55059469350412
|
|
sum:16.66361695638914
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6dc038630>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/3/GAC_best.pth.tar'
|
|
embedding time: 23.03107762336731
|
|
======================
|
|
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: 0.7450399485053326
|
|
calculate similarity time: 347.0759320259094
|
|
r1i:6.404391582799634 r5i:17.29185727355901 r10i:26.440988106129918 medri:26.0 meanri:65.70173833485819
|
|
r1t:5.123513266239708 r5t:20.860018298261664 r10t:35.205855443732844 medrt:17.0 meanrt:42.12973467520585
|
|
sum:18.554437328453798
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6e3be69e8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/3/ckpt_GAC_0_7.83.pth.tar'
|
|
embedding time: 22.96160888671875
|
|
======================
|
|
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
|
|
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: 0.7442573392113974
|
|
calculate similarity time: 347.44417786598206
|
|
r1i:2.7447392497712717 r5i:9.606587374199451 r10i:17.840805123513267 medri:47.0 meanri:124.95333943275389
|
|
r1t:2.817932296431839 r5t:12.314730100640439 r10t:22.781335773101556 medrt:27.0 meanrt:64.48655077767611
|
|
sum:11.35102165294297
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5b0f4e0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/3/ckpt_GAC_5_14.32.pth.tar'
|
|
embedding time: 22.557408809661865
|
|
======================
|
|
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: 0.7415437106938325
|
|
calculate similarity time: 345.90367317199707
|
|
r1i:6.404391582799634 r5i:17.29185727355901 r10i:26.440988106129918 medri:26.0 meanri:65.70173833485819
|
|
r1t:5.123513266239708 r5t:20.860018298261664 r10t:35.205855443732844 medrt:17.0 meanrt:42.12973467520585
|
|
sum:18.554437328453798
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6e3c86198>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/3/ckpt_GAC_1_9.65.pth.tar'
|
|
embedding time: 24.79241633415222
|
|
======================
|
|
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
|
|
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: 0.7444109189725969
|
|
calculate similarity time: 349.1498775482178
|
|
r1i:3.568161024702653 r5i:11.893870082342177 r10i:20.677035681610246 medri:32.0 meanri:87.91765782250687
|
|
r1t:3.9158279963403477 r5t:16.907593778591036 r10t:29.478499542543457 medrt:20.0 meanrt:50.03897529734675
|
|
sum:14.406831351021653
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5940208>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/3/ckpt_GAC_2_11.65.pth.tar'
|
|
embedding time: 23.157960891723633
|
|
======================
|
|
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
|
|
>> 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: 0.7471193312366495
|
|
calculate similarity time: 347.47711086273193
|
|
r1i:4.208600182982616 r5i:13.63220494053065 r10i:23.970722781335773 medri:30.0 meanri:70.4647758462946
|
|
r1t:4.464775846294602 r5t:17.145471180237877 r10t:30.869167429094237 medrt:19.0 meanrt:40.29661482159195
|
|
sum:15.715157060079292
|
|
------
|
|
|
|
Complete evaluate 3th fold
|
|
=========================================
|
|
Start evaluate 4th fold
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5a20e48>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/4/ckpt_GAC_0_10.50.pth.tar'
|
|
embedding time: 23.387284994125366
|
|
======================
|
|
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 (0,22)
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>> shard_distance batch (0,28)
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>> shard_distance batch (0,32)
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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)
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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: 0.7385717189897246
|
|
calculate similarity time: 345.908953666687
|
|
r1i:5.489478499542543 r5i:13.63220494053065 r10i:21.40896614821592 medri:31.0 meanri:74.81518755718207
|
|
r1t:3.8243366880146388 r5t:16.779505946935043 r10t:29.60658737419945 medrt:20.0 meanrt:47.21683440073193
|
|
sum:15.12351326623971
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5b0f3c8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/4/ckpt_GAC_11_20.31.pth.tar'
|
|
embedding time: 24.494645595550537
|
|
======================
|
|
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: 0.7421754225896002
|
|
calculate similarity time: 346.33951926231384
|
|
r1i:8.417200365965233 r5i:21.591948764867336 r10i:32.47941445562672 medri:22.0 meanri:59.48490393412626
|
|
r1t:7.0631290027447395 r5t:23.751143641354073 r10t:38.627630375114364 medrt:15.0 meanrt:45.75919487648673
|
|
sum:21.988411100945413
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d59b03c8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/4/ckpt_GAC_3_14.42.pth.tar'
|
|
embedding time: 24.66794490814209
|
|
======================
|
|
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: 0.7524807539405133
|
|
calculate similarity time: 350.6670775413513
|
|
r1i:6.404391582799634 r5i:16.37694419030192 r10i:24.885635864592864 medri:30.0 meanri:78.18664226898444
|
|
r1t:6.020128087831656 r5t:21.372369624885636 r10t:35.93778591033852 medrt:17.0 meanrt:41.395425434583714
|
|
sum:18.499542543458375
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5a66cf8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/4/ckpt_GAC_5_17.20.pth.tar'
|
|
embedding time: 24.534634828567505
|
|
======================
|
|
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: 0.7502179841970597
|
|
calculate similarity time: 348.2146830558777
|
|
r1i:7.959743824336688 r5i:19.030192131747484 r10i:28.728270814272644 medri:27.0 meanri:77.00548947849954
|
|
r1t:5.690759377859103 r5t:21.84812442817932 r10t:35.718206770356815 medrt:17.0 meanrt:47.35864592863678
|
|
sum:19.829216224458676
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6050dcd30>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/4/ckpt_GAC_15_20.28.pth.tar'
|
|
embedding time: 23.83112907409668
|
|
======================
|
|
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: 0.7558222328353605
|
|
calculate similarity time: 352.7378466129303
|
|
r1i:8.417200365965233 r5i:22.140896614821592 r10i:32.66239707227813 medri:24.0 meanri:75.18298261665142
|
|
r1t:6.880146386093321 r5t:23.055809698078683 r10t:36.94419030192132 medrt:18.0 meanrt:57.80219579139982
|
|
sum:21.683440073193044
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5a20198>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/4/ckpt_GAC_20_21.46.pth.tar'
|
|
embedding time: 24.37610673904419
|
|
======================
|
|
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
|
|
>> 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: 0.7442412869258752
|
|
calculate similarity time: 348.23504757881165
|
|
r1i:6.953339432753888 r5i:18.938700823421776 r10i:30.009149130832572 medri:25.0 meanri:81.8847209515096
|
|
r1t:5.65416285452882 r5t:21.42726440988106 r10t:34.94967978042086 medrt:19.0 meanrt:64.21043000914912
|
|
sum:19.655382738639826
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5ae8a58>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/4/GAC_best.pth.tar'
|
|
embedding time: 24.56911587715149
|
|
======================
|
|
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: 0.7466263321326992
|
|
calculate similarity time: 348.24771642684937
|
|
r1i:6.953339432753888 r5i:18.938700823421776 r10i:30.009149130832572 medri:25.0 meanri:81.8847209515096
|
|
r1t:5.65416285452882 r5t:21.42726440988106 r10t:34.94967978042086 medrt:19.0 meanrt:64.21043000914912
|
|
sum:19.655382738639826
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe61c4e9ba8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/4/ckpt_GAC_13_20.55.pth.tar'
|
|
embedding time: 24.153379678726196
|
|
======================
|
|
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)
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>> shard_distance batch (0,10)
>> shard_distance batch (0,11)
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>> shard_distance batch (0,17)
>> shard_distance batch (0,18)
>> shard_distance batch (0,19)
>> shard_distance batch (0,20)
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>> shard_distance batch (0,22)
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>> shard_distance batch (0,27)
>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
>> shard_distance batch (0,30)
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>> 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)
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>> shard_distance batch (1,17)
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>> shard_distance batch (1,21)
>> shard_distance batch (1,22)
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>> 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 (1,35)
>> 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: 0.7436822095274617
|
|
calculate similarity time: 347.570273399353
|
|
r1i:8.417200365965233 r5i:21.225983531564502 r10i:30.924062214089663 medri:28.0 meanri:73.24702653247941
|
|
r1t:6.623970722781336 r5t:21.537053979871914 r10t:35.42543458371455 medrt:18.0 meanrt:54.24666056724611
|
|
sum:20.692284232997867
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6e3c78ef0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/4/ckpt_GAC_12_20.19.pth.tar'
|
|
embedding time: 23.91044569015503
|
|
======================
|
|
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: 0.7503321639019082
|
|
calculate similarity time: 350.37434005737305
|
|
r1i:8.234217749313816 r5i:20.677035681610246 r10i:32.75388838060384 medri:22.0 meanri:64.59652333028362
|
|
r1t:6.495882891125343 r5t:23.165599268069535 r10t:36.633119853613906 medrt:17.0 meanrt:50.71655992680695
|
|
sum:21.326623970722782
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5938dd8>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/4/ckpt_GAC_4_16.87.pth.tar'
|
|
embedding time: 23.840742826461792
|
|
======================
|
|
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)======================
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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: 0.7456138084717191
|
|
calculate similarity time: 344.9242615699768
|
|
r1i:6.221408966148216 r5i:16.834400731930465 r10i:27.2644098810613 medri:26.0 meanri:68.53979871912168
|
|
r1t:6.221408966148216 r5t:21.939615736505033 r10t:35.7548032936871 medrt:17.0 meanrt:42.834034766697165
|
|
sum:19.039341262580056
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5b0c7f0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/4/ckpt_GAC_16_19.64.pth.tar'
|
|
embedding time: 24.40157151222229
|
|
======================
|
|
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: 0.7452284051466358
|
|
calculate similarity time: 346.1743004322052
|
|
r1i:7.227813357731016 r5i:20.2195791399817 r10i:31.655992680695334 medri:26.0 meanri:78.42726440988106
|
|
r1t:6.697163769441903 r5t:21.957913998170174 r10t:34.94967978042086 medrt:19.0 meanrt:60.012259835315646
|
|
sum:20.4513571210735
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6e3c02e80>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/4/ckpt_GAC_17_20.92.pth.tar'
|
|
embedding time: 23.967154264450073
|
|
======================
|
|
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: 0.7523585597982086
|
|
calculate similarity time: 347.40066933631897
|
|
r1i:7.319304666056724 r5i:20.036596523330285 r10i:29.91765782250686 medri:24.0 meanri:74.27172918572735
|
|
r1t:6.312900274473925 r5t:22.268984446477585 r10t:36.26715462031107 medrt:18.0 meanrt:56.98883806038426
|
|
sum:20.353766392192743
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d59b0fd0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/4/ckpt_GAC_19_20.74.pth.tar'
|
|
embedding time: 24.828861474990845
|
|
======================
|
|
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
|
|
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: 0.7381240354335893
|
|
calculate similarity time: 342.3720872402191
|
|
r1i:8.325709057639525 r5i:21.043000914913083 r10i:32.47941445562672 medri:24.0 meanri:78.26349496797805
|
|
r1t:6.111619396157365 r5t:21.573650503202195 r10t:36.193961573650505 medrt:18.0 meanrt:57.3683440073193
|
|
sum:20.9545593168649
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5ae8080>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/4/ckpt_GAC_1_12.09.pth.tar'
|
|
embedding time: 24.47195529937744
|
|
======================
|
|
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
|
|
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: 0.7405844055096924
|
|
calculate similarity time: 342.99799251556396
|
|
r1i:5.946935041171089 r5i:15.004574565416286 r10i:25.2516010978957 medri:29.0 meanri:61.90667886550778
|
|
r1t:5.343092406221409 r5t:20.457456541628545 r10t:34.23604757548033 medrt:18.0 meanrt:37.73101555352242
|
|
sum:17.706617871302228
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5b08908>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/4/ckpt_GAC_14_20.06.pth.tar'
|
|
embedding time: 24.164506673812866
|
|
======================
|
|
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)
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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 (0,22)
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>> shard_distance batch (0,28)
>> shard_distance batch (0,29)
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>> 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)
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>> shard_distance batch (1,17)
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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)
>> 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: 0.7395050211470257
|
|
calculate similarity time: 340.74743843078613
|
|
r1i:8.508691674290942 r5i:21.13449222323879 r10i:33.11985361390668 medri:25.0 meanri:66.50045745654162
|
|
r1t:6.4775846294602015 r5t:22.74473924977127 r10t:35.88289112534309 medrt:18.0 meanrt:54.1868252516011
|
|
sum:21.311375419335164
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6e3be65c0>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/4/ckpt_GAC_6_19.21.pth.tar'
|
|
embedding time: 24.04190158843994
|
|
======================
|
|
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: 0.7456890581806193
|
|
calculate similarity time: 344.6923496723175
|
|
r1i:8.325709057639525 r5i:22.872827081427264 r10i:34.76669716376944 medri:21.0 meanri:64.36962488563586
|
|
r1t:6.916742909423605 r5t:24.574565416285452 r10t:39.39615736505032 medrt:15.0 meanrt:45.09112534309241
|
|
sum:22.808783165599266
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5ae8c88>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/4/ckpt_GAC_2_14.74.pth.tar'
|
|
embedding time: 23.338095903396606
|
|
======================
|
|
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
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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: 0.7340813890600081
|
|
calculate similarity time: 342.63948941230774
|
|
r1i:7.685269899359561 r5i:19.121683440073195 r10i:29.18572735590119 medri:24.0 meanri:56.511436413540714
|
|
r1t:5.178408051235133 r5t:20.841720036596524 r10t:36.13906678865508 medrt:17.0 meanrt:39.71619396157365
|
|
sum:19.691979261970115
|
|
------
|
|
|
|
<model.pyramid_vig.pvig_ti_224_gelu.<locals>.OptInit object at 0x7fe6d5919278>
|
|
Words: 1309/1378 found in vocabulary; 69 words missing
|
|
Model has 20437916 parameters
|
|
=> loading checkpoint 'checkpoint/RSICD_GAC_decay0.5_m0.2_without_m5/4/ckpt_GAC_7_19.99.pth.tar'
|
|
embedding time: 23.0344877243042
|
|
======================
|
|
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)======================
|
|
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
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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: 0.7323854770463258
|
|
calculate similarity time: 341.4901111125946
|
|
r1i:10.430009149130832 r5i:21.225983531564502 r10i:30.741079597438244 medri:24.0 meanri:59.45928636779506
|
|
r1t:6.550777676120768 r5t:23.84263494967978 r10t:37.310155535224155 medrt:16.0 meanrt:43.43385178408051
|
|
sum:21.68344007319305
|
|
------
|
|
|
|
Complete evaluate 4th fold
|
|
===================== Ave Score (5-fold verify) =================
|
|
r1i:6.482954771470624
|
|
r5i:17.86964477505072
|
|
r10i:28.354349815028446
|
|
r1t:5.386252436453318
|
|
r5t:20.318628425951704
|
|
r10t:33.8927562751104
|
|
mr:18.717431083177534
|