29 lines
860 B
YAML
29 lines
860 B
YAML
Collections:
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- Name: ODC
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Metadata:
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Training Data: ImageNet-1k
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Training Techniques:
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- SGD with Momentum
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- Weight Decay
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Training Resources: 8x V100 GPUs
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Architecture:
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- ResNet
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Paper:
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URL: https://arxiv.org/abs/2006.10645
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Title: "Online deep clustering for unsupervised representation learning"
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README: configs/selfsup/odc/README.md
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Models:
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- Name: odc_resnet50_8xb64-steplr-440e_in1k
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In Collection: ODC
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Metadata:
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Epochs: 200
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Batch Size: 512
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Results:
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- Task: Self-Supervised Image Classification
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Dataset: ImageNet-1k
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Metrics:
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Top 1 Accuracy: 53.42
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Config: configs/selfsup/odc/odc_resnet50_8xb64-steplr-440e_in1k.py
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Weights: https://download.openmmlab.com/mmselfsup/odc/odc_resnet50_8xb64-steplr-440e_in1k-5af5dd0c.pth
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