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28 lines
971 B
YAML
28 lines
971 B
YAML
Collections:
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- Name: DSNAS
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Metadata:
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Training Data:
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- ImageNet-1k
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Paper:
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URL: https://arxiv.org/abs/2002.09128.pdf
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Title: DSNAS Direct Neural Architecture Search without Parameter Retraining
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README: configs/nas/mmcls/dsnas/README.md
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Code:
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URL: https://github.com/open-mmlab/mmrazor/blob/dev-1.x/mmrazor/models/algorithms/nas/dsnas.py
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Version: V1.0.0rc2
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Models:
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- Name: dsnas_subnet_8xb128_in1k
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In Collection: DSNAS
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Metadata:
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Flops(G): 0.299
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Params(M): 3.33
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Subnet: https://github.com/open-mmlab/mmrazor/blob/dev-1.x/configs/nas/mmcls/dsnas/DSNAS_SUBNET_IMAGENET_PAPER_ALIAS.yaml
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Results:
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- Task: Image Classification
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Dataset: ImageNet-1k
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Metrics:
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Top 1 Accuracy: 73.56
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Config: configs/nas/mmcls/dsnas/dsnas_subnet_8xb128_in1k.py
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Weights: https://download.openmmlab.com/mmrazor/v1/dsnas/dsnas_supernet_8xb128_in1k_20220926_171954-29b87e3a.pth
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