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INFO:root:device: cpu(0)
INFO:root:batch size  1, image/sec: 42.904618
INFO:root:batch size  2, image/sec: 49.888123
INFO:root:batch size  4, image/sec: 54.648912
INFO:root:batch size  8, image/sec: 57.222479
INFO:root:batch size 16, image/sec: 58.264150
INFO:root:batch size 32, image/sec: 59.252336
INFO:root:batch size 64, image/sec: 59.820867
INFO:root:batch size 128, image/sec: 60.231881
INFO:root:batch size 256, image/sec: 60.233055
INFO:root:network: vgg
INFO:root:device: cpu(0)
INFO:root:batch size  1, image/sec: 5.172059
INFO:root:batch size  2, image/sec: 5.373161
INFO:root:batch size  4, image/sec: 5.525586
INFO:root:batch size  8, image/sec: 5.571884
INFO:root:batch size 16, image/sec: 5.617677
INFO:root:batch size 32, image/sec: 5.625667
INFO:root:batch size 64, image/sec: 5.684489
INFO:root:batch size 128, image/sec: 5.644796
INFO:root:batch size 256, image/sec: 5.679574
INFO:root:network: inception-bn
INFO:root:device: cpu(0)
INFO:root:batch size  1, image/sec: 17.585354
INFO:root:batch size  2, image/sec: 17.864751
INFO:root:batch size  4, image/sec: 18.212565
INFO:root:batch size  8, image/sec: 18.245195
INFO:root:batch size 16, image/sec: 18.722209
INFO:root:batch size 32, image/sec: 18.982527
INFO:root:batch size 64, image/sec: 19.051739
INFO:root:batch size 128, image/sec: 19.079028
INFO:root:network: inception-v3
INFO:root:device: cpu(0)
INFO:root:batch size  1, image/sec: 7.313717
INFO:root:batch size  2, image/sec: 7.378348
INFO:root:batch size  4, image/sec: 7.427438
INFO:root:batch size  8, image/sec: 7.592240
INFO:root:batch size 16, image/sec: 7.743400
INFO:root:batch size 32, image/sec: 7.744573
INFO:root:batch size 64, image/sec: 7.791290
INFO:root:batch size 128, image/sec: 7.757200
INFO:root:batch size 256, image/sec: 7.779455
INFO:root:network: resnet-50
INFO:root:device: cpu(0)
INFO:root:batch size  1, image/sec: 16.224575
INFO:root:batch size  2, image/sec: 16.270611
INFO:root:batch size  4, image/sec: 16.356855
INFO:root:batch size  8, image/sec: 16.456605
INFO:root:batch size 16, image/sec: 16.271124
INFO:root:batch size 32, image/sec: 16.291249
INFO:root:batch size 64, image/sec: 16.147501
INFO:root:batch size 128, image/sec: 16.066619
INFO:root:batch size 256, image/sec: 15.874515
INFO:root:network: resnet-152
INFO:root:device: cpu(0)
INFO:root:batch size  1, image/sec: 6.383429
INFO:root:batch size  2, image/sec: 6.401643
INFO:root:batch size  4, image/sec: 6.597454
INFO:root:batch size  8, image/sec: 6.588487
INFO:root:batch size 16, image/sec: 6.591764
INFO:root:batch size 32, image/sec: 6.552450
INFO:root:batch size 64, image/sec: 6.515195
INFO:root:batch size 128, image/sec: 6.462488
INFO:root:batch size 256, image/sec: 6.400967