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Benchmarks
Classification on CIFAR
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16.75
Error Rate (%)
BN
13.82
33.5975
53.375
73.1525
Oct 17, 2015
Error Rate (%)
Updated 3d ago
Evaluation Results
Method
Method
Links
Error Rate (%)
BN
Batch Normalization=true
2015.10
16.75
BN+BM
Batch Normalization=tr...
2015.10
17.94
brSF+BN+BM
Feedback=Biased Random...
2015.10
18.44
frSF+BN+BM
Feedback=Fixed Random...
2015.10
19.02
uSF+BN+BM
Feedback=Uniform Sign-...
2015.10
19.29
uSF+BN
Feedback=Uniform Sign-...
2015.10
19.48
SGD
Optimizer=SGD
2015.10
22.73
BM
Batch Manhattan=true
2015.10
23.98
uSF+BM
Feedback=Uniform Sign-...
2015.10
26.25
NuSF
Feedback=Normalized uSF
2015.10
40.6
uSF
Feedback=Uniform Sign-...
2015.10
90
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