ResearchBenchmarksImage Classification on ImageNet-1k (Convergence and Efficiency Metrics)Image Classification on ImageNet-1k (Convergence and Efficiency Metrics)Follow76.97AccuracyLayUp74.078874.829475.5876.3306Oct 8, 2024Evaluation resultsMethodMethodLinksAccuracyTTC (s)EpochsLayUpBackbone=ResNet-50Backbone=ResNet-502024.1076.9747,46390DDPBackbone=ResNet-50Backbone=ResNet-502024.1076.5753,930.6790SlowMoBackbone=ResNet-50Backbone=ResNet-502024.1076.4349,169.3390CO2Backbone=ResNet-50Backbone=ResNet-502024.1076.4248,092.3390AD-PSGDBackbone=ResNet-50Backbone=ResNet-502024.1076.0450,995.3390GoSGDBackbone=ResNet-50Backbone=ResNet-502024.1074.1947,005.6790