17 lines
484 B
Python
17 lines
484 B
Python
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# model settings
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model = dict(
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type='ImageClassifier',
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backbone=dict(
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type='ResNet',
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depth=50,
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num_stages=4,
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out_indices=(3, ),
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style='pytorch'),
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neck=dict(type='GlobalAveragePooling'),
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head=dict(
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type='MultiLabelLinearClsHead',
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num_classes=1000,
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in_channels=2048,
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loss=dict(type='CrossEntropyLoss', loss_weight=1.0, use_soft=True)),
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train_cfg=dict(cutmix=dict(alpha=1.0, num_classes=1000)))
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