INFO:root:batch size  1, image/sec: 101.030562
INFO:root:batch size  2, image/sec: 147.545968
INFO:root:batch size  4, image/sec: 199.552016
INFO:root:batch size  8, image/sec: 236.969675
INFO:root:batch size 16, image/sec: 257.059937
INFO:root:batch size 32, image/sec: 272.230844
INFO:root:batch size 64, image/sec: 280.592080
INFO:root:batch size 128, image/sec: 298.221755
INFO:root:batch size 256, image/sec: 468.275688
INFO:root:network: vgg
INFO:root:device: cpu(0)
INFO:root:batch size  1, image/sec: 18.237294
INFO:root:batch size  2, image/sec: 21.470698
INFO:root:batch size  4, image/sec: 23.011612
INFO:root:batch size  8, image/sec: 26.632311
INFO:root:batch size 16, image/sec: 30.463803
INFO:root:batch size 32, image/sec: 30.673747
INFO:root:batch size 64, image/sec: 33.543552
INFO:root:batch size 128, image/sec: 34.285232
INFO:root:batch size 256, image/sec: 34.448354
INFO:root:network: inception-bn
INFO:root:device: cpu(0)
INFO:root:batch size  1, image/sec: 103.317650
INFO:root:batch size  2, image/sec: 125.432065
INFO:root:batch size  4, image/sec: 138.958894
INFO:root:batch size  8, image/sec: 145.831834
INFO:root:batch size 16, image/sec: 150.260703
INFO:root:batch size 32, image/sec: 155.232408
INFO:root:batch size 64, image/sec: 177.483409
INFO:root:batch size 128, image/sec: 188.549005
INFO:root:batch size 256, image/sec: 197.285461
INFO:root:network: inception-v3
INFO:root:device: cpu(0)
INFO:root:batch size  1, image/sec: 38.382137
INFO:root:batch size  2, image/sec: 47.303923
INFO:root:batch size  4, image/sec: 50.829790
INFO:root:batch size  8, image/sec: 53.238888
INFO:root:batch size 16, image/sec: 54.556619
INFO:root:batch size 32, image/sec: 55.380252
INFO:root:batch size 64, image/sec: 55.708493
INFO:root:batch size 128, image/sec: 56.166103
INFO:root:batch size 256, image/sec: 57.572447
INFO:root:network: resnet-50
INFO:root:device: cpu(0)
INFO:root:batch size  1, image/sec: 45.932005
INFO:root:batch size  2, image/sec: 49.578589
INFO:root:batch size  4, image/sec: 52.512114
INFO:root:batch size  8, image/sec: 53.920234
INFO:root:batch size 16, image/sec: 54.823638
INFO:root:batch size 32, image/sec: 54.664561
INFO:root:batch size 64, image/sec: 55.349618
INFO:root:batch size 128, image/sec: 55.881416
INFO:root:batch size 256, image/sec: 58.605709
INFO:root:network: resnet-152
INFO:root:device: cpu(0)
INFO:root:batch size  1, image/sec: 18.732976
INFO:root:batch size  2, image/sec: 19.770930
INFO:root:batch size  4, image/sec: 21.462705
INFO:root:batch size  8, image/sec: 22.117832
INFO:root:batch size 16, image/sec: 22.545573
INFO:root:batch size 32, image/sec: 22.516030
INFO:root:batch size 64, image/sec: 22.648656
INFO:root:batch size 128, image/sec: 22.716761