58 lines
908 B
YAML
58 lines
908 B
YAML
__include__: [
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'../dataset/coco_detection.yml',
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'../runtime.yml',
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'./include/dataloader.yml',
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'./include/optimizer.yml',
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'./include/rtdetrv2_r50vd.yml',
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]
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output_dir: ./output/rtdetrv2_r34vd_120e_coco
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PResNet:
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depth: 34
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freeze_at: -1
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freeze_norm: False
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pretrained: True
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HybridEncoder:
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in_channels: [128, 256, 512]
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hidden_dim: 256
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expansion: 0.5
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RTDETRTransformerv2:
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num_layers: 4
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epoches: 120
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optimizer:
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type: AdamW
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params:
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-
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params: '^(?=.*backbone)(?!.*norm|bn).*$'
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lr: 0.00005
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-
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params: '^(?=.*backbone)(?=.*norm|bn).*$'
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lr: 0.00005
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weight_decay: 0.
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-
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params: '^(?=.*(?:encoder|decoder))(?=.*(?:norm|bn|bias)).*$'
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weight_decay: 0.
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lr: 0.0001
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betas: [0.9, 0.999]
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weight_decay: 0.0001
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train_dataloader:
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dataset:
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transforms:
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policy:
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epoch: 117
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collate_fn:
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stop_epoch: 117
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