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Image Classification on CIFAR-100 (Convergence Accuracy and Training Time)
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78.46
Convergence Accuracy
LayUp
76.3904
76.9277
77.465
78.0023
Oct 8, 2024
Convergence Accuracy
TTC (s)
Epochs
Updated 1mo ago
Evaluation Results
Method
Method
Links
Convergence Accuracy
TTC (s)
Epochs
LayUp
Backbone=ResNet-50
2024.10
78.46
844.67
106
DDP
Backbone=ResNet-50
2024.10
78.27
923
103
CO2
Backbone=ResNet-50
2024.10
77.94
847.67
102
SlowMo
Backbone=ResNet-50
2024.10
77.82
843
97
AD-PSGD
Backbone=ResNet-50
2024.10
77.75
708.33
91
GoSGD
Backbone=ResNet-50
2024.10
76.47
1,059.33
105
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