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batch_sizes.yaml
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batch_sizes.yaml
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A100:
regnet-1.6gf: 512
regnet-3.2gf: 64
regnet-400mf: 512
convnext-pico: 512
convnext-femto: 512
convnext-atto: 512
convnext-nano: 512
convnext-tiny: 256
swin-pico: 512
swin-femto: 512
swin-atto: 512
swin-nano: 512
swin-tiny: 512
A40:
regnet-1.6gf: 512
regnet-3.2gf: 64
regnet-400mf: 512
convnext-pico: 512
convnext-femto: 512
convnext-atto: 512
convnext-nano: 512
convnext-tiny: 256
swin-pico: 512
swin-femto: 512
swin-atto: 512
swin-nano: 512
swin-tiny: 512
A40-fashion-mnist:
convnext-pico: 128
convnext-femto: 128
convnext-atto: 128
convnext-nano: 128
convnext-tiny: 128
regnet-1.6gf: 128
regnet-3.2gf: 64
regnet-400mf: 128
swin-pico: 128
swin-femto: 128
swin-atto: 128
swin-nano: 128
swin-tiny: 128
A40-EleutherAI--cifarnet:
convnext-tiny: 64
convnext-pico: 64
convnext-femto: 64
convnext-atto: 64
convnext-nano: 64
regnet-400mf: 64
regnet-1.6gf: 64
regnet-3.2gf: 32
swin-pico: 64
swin-femto: 64
swin-atto: 64
swin-nano: 64
swin-tiny: 64