107 lines
1.9 KiB
YAML
107 lines
1.9 KiB
YAML
data_cfg:
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dataset_name: Scoliosis1K
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dataset_root: /mnt/public/data/Scoliosis1K/Scoliosis1K-drf-pkl-118
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dataset_partition: ./datasets/Scoliosis1K/Scoliosis1K_118.json
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num_workers: 1
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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: 20000
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save_name: DRF
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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: 2
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sample_type: all_ordered
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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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loss_cfg:
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- loss_term_weight: 1.0
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margin: 0.2
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type: TripletLoss
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log_prefix: triplet
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- loss_term_weight: 1.0
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scale: 16
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type: CrossEntropyLoss
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log_prefix: softmax
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log_accuracy: true
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model_cfg:
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model: DRF
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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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optimizer_cfg:
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lr: 0.1
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momentum: 0.9
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solver: SGD
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weight_decay: 0.0005
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scheduler_cfg:
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gamma: 0.1
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milestones:
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- 10000
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- 14000
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- 18000
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scheduler: MultiStepLR
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trainer_cfg:
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enable_float16: true
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fix_BN: false
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with_test: false
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log_iter: 100
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restore_ckpt_strict: true
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restore_hint: 0
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save_iter: 20000
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save_name: DRF
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sync_BN: true
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total_iter: 20000
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sampler:
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batch_shuffle: true
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batch_size:
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- 8
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- 8
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frames_num_fixed: 30
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sample_type: fixed_unordered
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type: TripletSampler
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transform:
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- type: BaseSilCuttingTransform
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- type: NoOperation
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