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Benchmarks
Image Classification on CIFAR10 (test) (Accuracy and Hardware Consistency)
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93.8
Accuracy
Full-precision
89.6712
90.7431
91.815
92.8869
May 25, 2024
Accuracy
Consistency (%) Ascend
Consistency (%) Tesla V100
Updated 3mo ago
Evaluation Results
Method
Method
Links
Accuracy
Consistency (%) Ascend
Consistency (%) Tesla V100
Full-precision
W/A=32/32, Backbone=VG...
2024.05
93.8
100
100
BOLD
W/A=1/1, Backbone=VGG-...
2024.05
92.37
4.87
3.71
BOLD
W/A=1/1, Backbone=VGG-...
2024.05
90.29
3.64
2.78
BINARYCONNECT
W/A=1/32, Backbone=VGG...
2024.05
90.1
38.59
48.49
BINARYNET
W/A=1/1, Backbone=VGG-...
2024.05
89.85
32.6
43.61
XNOR-NET
W/A=1/1, Backbone=VGG-...
2024.05
89.83
34.21
45.68
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