50 lines
806 B
YAML
50 lines
806 B
YAML
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__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/rtdetr_r50vd.yml',
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]
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output_dir: ./output/rtdetr_r18vd_6x_coco
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PResNet:
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depth: 18
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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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RTDETRTransformer:
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eval_idx: -1
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num_decoder_layers: 3
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num_denoising: 100
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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).*$'
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lr: 0.00001
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weight_decay: 0.
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-
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params: '^(?=.*backbone)(?!.*norm).*$'
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lr: 0.00001
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-
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params: '^(?=.*(?:encoder|decoder))(?=.*(?:norm|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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