Upload keras_xla_benchmarks.csv
Browse files- keras_xla_benchmarks.csv +12 -0
keras_xla_benchmarks.csv
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model_family,model_variant,resolution,xla,accelerator,flop (giga),params (million),throughput (samples/sec)
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MLP-Mixer,mixer_l16,224,True,a100,44.6,208.2,516.6
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MLP-Mixer,mixer_l16,224,False,a100,44.6,208.2,540.72
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MLP-Mixer,mixer_b32,224,True,a100,3.24,60.29,1539.56
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model_family,model_variant,resolution,xla,accelerator,flop (giga),params (million),throughput (samples/sec)
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MobileNet_V3,mobilenet_v3_large,224,True,a100,0.22,5.51,1341.5
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MobileNet_V3,mobilenet_v3_large,224,False,a100,0.22,5.51,35.41
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MobileNet_V3,mobilenet_v3_small,224,True,a100,0.06,2.55,1641.94
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MobileNet_V3,mobilenet_v3_small,224,False,a100,0.06,2.55,41.27
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MobileNet_V3,mobilenet_v3_large,224,True,v100,0.22,5.51,1461.55
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MobileNet_V3,mobilenet_v3_large,224,True,t4,0.22,5.51,1534.65
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MobileNet_V3,mobilenet_v3_large,224,False,v100,0.22,5.51,38.95
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MobileNet_V3,mobilenet_v3_large,224,False,t4,0.22,5.51,41.49
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MobileNet_V3,mobilenet_v3_small,224,True,v100,0.06,2.55,1643.42
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MobileNet_V3,mobilenet_v3_small,224,True,t4,0.06,2.55,1358.68
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MobileNet_V3,mobilenet_v3_small,224,False,v100,0.06,2.55,45.9
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MobileNet_V3,mobilenet_v3_small,224,False,t4,0.06,2.55,49.18
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MLP-Mixer,mixer_l16,224,True,a100,44.6,208.2,516.6
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MLP-Mixer,mixer_l16,224,False,a100,44.6,208.2,540.72
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MLP-Mixer,mixer_b32,224,True,a100,3.24,60.29,1539.56
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