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23 lines
577 B
Python
23 lines
577 B
Python
# Refers to https://pytorch.org/blog/ml-models-torchvision-v0.9/#classification
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_base_ = [
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'../_base_/models/mobilenet_v3_large_imagenet.py',
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'../_base_/datasets/imagenet_bs128_mbv3.py',
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'../_base_/default_runtime.py',
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]
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# schedule settings
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optimizer = dict(
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type='RMSprop',
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lr=0.064,
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alpha=0.9,
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momentum=0.9,
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eps=0.0316,
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weight_decay=1e-5)
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param_scheduler = dict(type='StepLR', by_epoch=True, step_size=2, gamma=0.973)
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train_cfg = dict(by_epoch=True, max_epochs=600)
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val_cfg = dict(interval=1) # validate every epoch
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test_cfg = dict()
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