53 lines
1.2 KiB
YAML
53 lines
1.2 KiB
YAML
MODEL:
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WEIGHTS: "bua-caffe-frcn-r101_with_attributes_fix36.pth"
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META_ARCHITECTURE: "GeneralizedBUARCNN"
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PIXEL_MEAN: [102.9801, 115.9465, 122.7717]
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ANCHOR_GENERATOR:
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SIZES: [[4, 8, 16, 32]]
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PROPOSAL_GENERATOR:
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NAME: "BUARPN"
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MIN_SIZE: 16
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BUA:
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ATTRIBUTE_ON: False
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EXTRACT_FEATS: False
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RPN:
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CONV_OUT_CHANNELS: 512
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ATTRIBUTE:
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NUM_CLASSES: 401
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RESNETS:
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DEPTH: 101
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OUT_FEATURES: ["res4"]
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NORM: "BN"
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RES5_DILATION: 2
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BACKBONE:
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NAME: "build_bua_resnet_backbone"
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FREEZE_AT: 3
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RPN:
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HEAD_NAME: "StandardBUARPNHead"
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PRE_NMS_TOPK_TRAIN: 12000
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POST_NMS_TOPK_TRAIN: 2000
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POST_NMS_TOPK_TEST: 300
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PRE_NMS_TOPK_TEST: 6000
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BATCH_SIZE_PER_IMAGE: 64
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ROI_HEADS:
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NAME: "BUACaffeRes5ROIHeads"
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BATCH_SIZE_PER_IMAGE: 64
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SCORE_THRESH_TEST: -1.0
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NMS_THRESH_TEST: 0.3
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POSITIVE_FRACTION: 0.5
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NUM_CLASSES: 1601
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ROI_BOX_HEAD:
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POOLER_TYPE: "ROIPool"
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BBOX_REG_WEIGHTS: (1.0, 1.0, 1.0, 1.0)
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DATASETS:
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TRAIN: ("visual_genome_train",)
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TEST: ("visual_genome_val",)
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TEST:
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DETECTIONS_PER_IMAGE: 400
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DATALOADER:
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NUM_WORKERS:
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INPUT:
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MIN_SIZE_TRAIN: (600, )
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MAX_SIZE_TRAIN: 1000
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MIN_SIZE_TEST: 600
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MAX_SIZE_TEST: 1000 |