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llhe/benchmark.txt

Last active June 29, 2018 01:15
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benchmark.md
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benchmark.txt
model_name device_name soc abi runtime init warmup run_avg tuned
mobilenet_v2 polaris sdm845 armeabi-v7a GPU 42.868 11.087 9.908 True
mobilenet_v2 MI MAX msm8952 armeabi-v7a GPU 122.791 43.038 39.875 True
mobilenet_v2 BKL-AL00 kirin970 armeabi-v7a GPU 767.932 1226.373 47.597 True
mobilenet_v2 polaris sdm845 arm64-v8a GPU 42.3 10.737 10.004 True
mobilenet_v2 MI MAX msm8952 arm64-v8a GPU 129.123 42.584 39.552 True
mobilenet_v2 BKL-AL00 kirin970 arm64-v8a GPU 753.43 1170.291 48.016 True
mobilenet_v2 polaris sdm845 armeabi-v7a CPU 16.035 69.761 41.627 False
mobilenet_v2 MI MAX msm8952 armeabi-v7a CPU 31.319 86.206 67.586 False
mobilenet_v2 BKL-AL00 kirin970 armeabi-v7a CPU 22.521 137.963 132.012 False
mobilenet_v2 polaris sdm845 arm64-v8a CPU 10.641 80.509 31.985 False
mobilenet_v2 MI MAX msm8952 arm64-v8a CPU 32.225 86.345 54.7 False
mobilenet_v2 BKL-AL00 kirin970 arm64-v8a CPU 20.208 97.295 93.987 False
deeplab_v3_plus_mobilenet_v2 polaris sdm845 armeabi-v7a GPU 56.512 129.422 128.976 True
deeplab_v3_plus_mobilenet_v2 MI MAX msm8952 armeabi-v7a GPU 145.582 899.824 896.452 True
deeplab_v3_plus_mobilenet_v2 BKL-AL00 kirin970 armeabi-v7a GPU 771.122 2096.33 651.999 True
deeplab_v3_plus_mobilenet_v2 polaris sdm845 armeabi-v7a CPU 34.084 951.812 932.764 False
deeplab_v3_plus_mobilenet_v2 MI MAX msm8952 armeabi-v7a CPU 91.383 1543.423 1628.255 False
deeplab_v3_plus_mobilenet_v2 BKL-AL00 kirin970 armeabi-v7a CPU 67.022 2885.098 2872.558 False
deeplab_v3_plus_mobilenet_v2 polaris sdm845 arm64-v8a CPU 29.376 656.16 614.679 False
deeplab_v3_plus_mobilenet_v2 MI MAX msm8952 arm64-v8a CPU 99.986 1170.636 1469.199 False
deeplab_v3_plus_mobilenet_v2 BKL-AL00 kirin970 arm64-v8a CPU 55.476 1796.491 1793.253 False
mobilenet_v1 polaris sdm845 armeabi-v7a GPU 45.551 13.858 13.544 True
mobilenet_v1 MI MAX msm8952 armeabi-v7a GPU 114.037 65.088 61.603 True
mobilenet_v1 BKL-AL00 kirin970 armeabi-v7a GPU 734.51 1211.078 49.318 True
mobilenet_v1 polaris sdm845 arm64-v8a GPU 45.378 13.689 12.826 True
mobilenet_v1 MI MAX msm8952 arm64-v8a GPU 110.526 64.566 61.696 True
mobilenet_v1 BKL-AL00 kirin970 arm64-v8a GPU 730.271 1135.675 48.124 True
mobilenet_v1 polaris sdm845 armeabi-v7a CPU 6.874 79.032 49.676 False
mobilenet_v1 MI MAX msm8952 armeabi-v7a CPU 18.332 121.923 88.207 False
mobilenet_v1 BKL-AL00 kirin970 armeabi-v7a CPU 13.0 172.239 164.469 False
mobilenet_v1 polaris sdm845 arm64-v8a CPU 11.347 90.748 32.888 False
mobilenet_v1 MI MAX msm8952 arm64-v8a CPU 18.358 113.023 71.16 False
mobilenet_v1 BKL-AL00 kirin970 arm64-v8a CPU 11.666 111.706 107.818 False
resnet_v2_50 polaris sdm845 armeabi-v7a GPU 124.229 95.537 93.047 True
resnet_v2_50 MI MAX msm8952 armeabi-v7a GPU 280.575 637.789 636.295 True
resnet_v2_50 BKL-AL00 kirin970 armeabi-v7a GPU 747.875 1596.039 450.651 True
resnet_v2_50 polaris sdm845 armeabi-v7a CPU 18.57 556.961 394.792 False
resnet_v2_50 MI MAX msm8952 armeabi-v7a CPU 44.175 1240.632 734.156 False
resnet_v2_50 BKL-AL00 kirin970 armeabi-v7a CPU 26.034 2505.979 1284.285 False
resnet_v2_50 polaris sdm845 arm64-v8a CPU 17.241 438.925 261.949 False
resnet_v2_50 MI MAX msm8952 arm64-v8a CPU 48.691 1143.032 566.313 False
resnet_v2_50 BKL-AL00 kirin970 arm64-v8a CPU 23.979 2169.373 499.587 False
vgg16 polaris sdm845 armeabi-v7a CPU 15.537 924.855 438.6 False
vgg16 MI MAX msm8952 armeabi-v7a CPU 40.055 2926.202 800.783 False
vgg16 BKL-AL00 kirin970 armeabi-v7a CPU 21.732 2514.862 1242.532 False
vgg16 polaris sdm845 arm64-v8a CPU 12.837 786.419 332.642 False
vgg16 MI MAX msm8952 arm64-v8a CPU 40.693 2794.225 666.285 False
vgg16 BKL-AL00 kirin970 arm64-v8a CPU 20.855 2581.558 1043.35 False
vgg16 polaris sdm845 armeabi-v7a GPU 679.21 128.214 125.523 True
vgg16 MI MAX msm8952 armeabi-v7a GPU 1527.823 806.779 761.073 True
vgg16 BKL-AL00 kirin970 armeabi-v7a GPU 1893.529 2551.389 1042.256 True
inception_v3_dsp polaris sdm845 armeabi-v7a HEXAGON 585.899 77.921 38.875 False
inception_v3 polaris sdm845 armeabi-v7a CPU 19.726 631.444 481.732 False
inception_v3 MI MAX msm8952 armeabi-v7a CPU 47.674 958.758 839.108 False
inception_v3 BKL-AL00 kirin970 armeabi-v7a CPU 29.131 760.945 1194.063 False
inception_v3 polaris sdm845 arm64-v8a CPU 22.251 578.611 425.145 False
inception_v3 MI MAX msm8952 arm64-v8a CPU 50.948 888.531 761.826 False
inception_v3 BKL-AL00 kirin970 arm64-v8a CPU 27.106 668.552 789.08 False
inception_v3 polaris sdm845 armeabi-v7a GPU 101.199 92.578 91.602 True
inception_v3 MI MAX msm8952 armeabi-v7a GPU 257.311 588.829 586.779 True
inception_v3 BKL-AL00 kirin970 armeabi-v7a GPU 770.779 1621.834 436.877 True
squeezenet_v1_1 polaris sdm845 armeabi-v7a GPU 33.615 10.905 10.971 True
squeezenet_v1_1 MI MAX msm8952 armeabi-v7a GPU 83.183 47.273 44.548 True
squeezenet_v1_1 BKL-AL00 kirin970 armeabi-v7a GPU 268.714 437.084 39.404 True
squeezenet_v1_0 polaris sdm845 armeabi-v7a GPU 45.145 16.719 15.0 True
squeezenet_v1_0 MI MAX msm8952 armeabi-v7a GPU 98.571 76.282 72.081 True
squeezenet_v1_0 BKL-AL00 kirin970 armeabi-v7a GPU 403.515 1165.101 63.392 True
squeezenet_v1_0 polaris sdm845 armeabi-v7a CPU 7.393 94.284 60.057 False
squeezenet_v1_0 MI MAX msm8952 armeabi-v7a CPU 27.664 171.195 110.325 False
squeezenet_v1_0 BKL-AL00 kirin970 armeabi-v7a CPU 14.84 169.715 93.174 False
squeezenet_v1_0 polaris sdm845 arm64-v8a CPU 11.9 117.696 49.342 False
squeezenet_v1_0 MI MAX msm8952 arm64-v8a CPU 27.554 170.987 95.552 False
squeezenet_v1_0 BKL-AL00 kirin970 arm64-v8a CPU 13.76 121.544 79.353 False
squeezenet_v1_1 polaris sdm845 arm64-v8a CPU 9.583 61.783 25.376 False
squeezenet_v1_1 MI MAX msm8952 arm64-v8a CPU 21.424 98.661 53.031 False
squeezenet_v1_1 BKL-AL00 kirin970 arm64-v8a CPU 11.005 67.381 41.086 False
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