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ResearchFormerly WizWand

Autoencoder Training on Autoencoder (train)

50.702Train CE LossShampoo(20)
49.5119257.5449665.57873.61104Nov 16, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Shampoo(20)Precision=float32, Method Order=Second Order2023.1150.702371
band-4-SONewPrecision=float32, Method Order=Second Order2023.1151.357260
Shampoo(20)Precision=bfloat16, Method Order=Second Order2023.1151.4011,245
tridiag-SONewPrecision=float32, Method Order=Second Order2023.1151.72370
band-4-SONewPrecision=bfloat16, Method Order=Second Order2023.1151.84230
tridiag-SONewPrecision=bfloat16, Method Order=Second Order2023.1151.93755
rfdSON(4)Precision=float32, Method Order=Second Order2023.1152.97300
diag-SONewPrecision=float32, Method Order=First Order2023.1153.02563
diag-SONewPrecision=bfloat16, Method Order=First Order2023.1153.2944
RMSPropPrecision=float32, Method Order=First Order2023.1153.3362
rfdSON(1)Precision=float32, Method Order=Second Order2023.1153.5685
AdamPrecision=float32, Method Order=First Order2023.1153.59162
RMSPropPrecision=bfloat16, Method Order=First Order2023.1153.74337
AdamPrecision=bfloat16, Method Order=First Order2023.1154.32838
AdagradPrecision=float32, Method Order=First Order2023.1154.39362
rfdSON(4)Precision=bfloat16, Method Order=Second Order2023.1155.53284
rfdSON(1)Precision=bfloat16, Method Order=Second Order2023.1157.4280
MomentumPrecision=float32, Method Order=First Order2023.1158.65167
NesterovPrecision=float32, Method Order=First Order2023.1159.087102
SGDPrecision=float32, Method Order=First Order2023.1167.65462
AdagradPrecision=bfloat16, Method Order=First Order2023.1168.85437
MomentumPrecision=bfloat16, Method Order=First Order2023.1170.05336
NesterovPrecision=bfloat16, Method Order=First Order2023.1172.97543
SGDPrecision=bfloat16, Method Order=First Order2023.1180.45436