66 lines
1.3 KiB
YAML
66 lines
1.3 KiB
YAML
data_cfg:
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dataset_name: Scoliosis1K
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data_type: heatmap
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dataset_root: /mnt/public/data/Scoliosis1K/Scoliosis1K-drf-pkl-118-aligned
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dataset_partition: ./datasets/Scoliosis1K/Scoliosis1K_118.json
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num_workers: 1
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data_in_use: [true, true]
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remove_no_gallery: false
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test_dataset_name: Scoliosis1K
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evaluator_cfg:
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enable_float16: true
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restore_ckpt_strict: true
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restore_hint: ./artifact/scoliosis_drf_author_118_compat/DRF_118_unordered_iter2w_lr0.001_8830-08000.pt
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save_name: DRF_author_eval_118_aligned_1gpu
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eval_func: evaluate_scoliosis
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sampler:
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batch_shuffle: false
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batch_size: 1
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sample_type: all_ordered
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type: InferenceSampler
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frames_all_limit: 720
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metric: euc
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transform:
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- type: BaseSilCuttingTransform
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- type: NoOperation
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model_cfg:
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model: DRF
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label_order:
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- negative
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- positive
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- neutral
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num_pairs: 8
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num_metrics: 3
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backbone_cfg:
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type: ResNet9
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block: BasicBlock
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in_channel: 2
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channels:
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- 64
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- 128
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- 256
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- 512
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layers:
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- 1
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- 1
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- 1
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- 1
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strides:
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- 1
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- 2
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- 2
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- 1
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maxpool: false
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SeparateFCs:
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in_channels: 512
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out_channels: 256
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parts_num: 16
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SeparateBNNecks:
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class_num: 3
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in_channels: 256
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parts_num: 16
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bin_num:
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- 16
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