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Benchmarks
Image Classification on ImageNet-1k (Convergence and Efficiency Metrics)
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76.97
Accuracy
LayUp
74.0788
74.8294
75.58
76.3306
Oct 8, 2024
Accuracy
TTC (s)
Epochs
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
TTC (s)
Epochs
LayUp
Backbone=ResNet-50
2024.10
76.97
47,463
90
DDP
Backbone=ResNet-50
2024.10
76.57
53,930.67
90
SlowMo
Backbone=ResNet-50
2024.10
76.43
49,169.33
90
CO2
Backbone=ResNet-50
2024.10
76.42
48,092.33
90
AD-PSGD
Backbone=ResNet-50
2024.10
76.04
50,995.33
90
GoSGD
Backbone=ResNet-50
2024.10
74.19
47,005.67
90
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