29 lines
920 B
YAML
29 lines
920 B
YAML
Collections:
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- Name: BarlowTwins
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Metadata:
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Training Data: ImageNet-1k
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Training Techniques:
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- LARS
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Training Resources: 8x A100 GPUs
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Architecture:
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- ResNet
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- BarlowTwins
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Paper:
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URL: https://arxiv.org/abs/2103.03230
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Title: "Barlow Twins: Self-Supervised Learning via Redundancy Reduction"
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README: configs/selfsup/barlowtwins/README.md
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Models:
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- Name: barlowtwins_resnet50_8xb256-coslr-300e_in1k
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In Collection: BarlowTwins
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Metadata:
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Epochs: 300
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Batch Size: 2048
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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: 71.66
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Config: configs/selfsup/barlowtwins/barlowtwins_resnet50_8xb256-coslr-300e_in1k.py
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Weights: https://download.openmmlab.com/mmselfsup/barlowtwins/barlowtwins_resnet50_8xb256-coslr-300e_in1k_20220419-5ae15f89.pth
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