oneDNN MKL-DNN [pts/mkl-dnn]

Showing composite data for the trailing 3 years for the pts/mkl-dnn test profile of all processor components where there are at least 10 results with systems having the listed component. The standard error is reported for the difference in performance against all available data. For test profiles where multiple options/versions are available, the most popular result combinations are listed first. This data is based upon 8,958 results.

Limit Resuls To Hardware/Software Matches:

Harness: Convolution Batch conv_alexnet - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN v2019-04-16OpenBenchmarking.org Stats: Harness: Convolution Batch conv_alexnet - Data Type: f322 x AMD EPYC 7642 48-Core2 x AMD EPYC 7502 32-Core2 x Intel Xeon Gold 6138AMD EPYC 7742 64-CoreIntel Xeon Platinum 82802 x AMD EPYC 7402 24-CoreAMD EPYC 7642 48-Core2 x AMD EPYC 7302 16-CoreAMD EPYC 7502 32-Core2 x AMD EPYC 7601 32-CoreIntel Xeon Gold 6138AMD EPYC 7302 16-Core2 x AMD EPYC 7742 64-CoreAMD EPYC 7402 24-CoreIntel Xeon Silver 4216AMD EPYC 7401P 24-Core2 x Intel Xeon Platinum 8280AMD EPYC 7601 32-CoreIntel Core i7-4790KAMD EPYC 7251 8-CoreIntel Core i7-8086KIntel Core i9-9900KAMD Ryzen 7 3700X 8-CoreIntel Core i7-8700KAMD Ryzen 9 3900X 12-CoreIntel Core i9-7960XIntel Core i9-7980XEIntel Xeon W-3175XIntel Core i5-6200UIntel Core i5-9400FIntel Core i5-8400Intel Core i5-7600KIntel Core i3-8100AMD Ryzen Threadripper 2950X 16-CoreAMD Ryzen 7 2700X Eight-CoreAMD Ryzen Threadripper 2990WX 32-CoreAMD Ryzen 7 2700 Eight-Core11002200330044005500SE +/- 0.41, N = 9SE +/- 0.28, N = 20SE +/- 0.70, N = 17SE +/- 0.21, N = 22SE +/- 0.38, N = 14SE +/- 0.37, N = 5SE +/- 0.36, N = 18SE +/- 0.21, N = 20SE +/- 0.15, N = 20SE +/- 174.73, N = 37SE +/- 192.58, N = 17SE +/- 2.31, N = 6SE +/- 98.04, N = 58SE +/- 250.71, N = 26SE +/- 35.01, N = 4SE +/- 1.20, N = 9SE +/- 440.98, N = 5SE +/- 240.42, N = 16SE +/- 516.67, N = 5SE +/- 244.80, N = 15SE +/- 186.93, N = 38SE +/- 338.83, N = 5SE +/- 98.44, N = 24SE +/- 325.59, N = 7SE +/- 334.22, N = 7SE +/- 983.56, N = 6SE +/- 728.57, N = 9SE +/- 478.71, N = 14SE +/- 405.38, N = 1161.3777.3986.7189.3794.8897.71107.28131.15142.12156.27165.95243.24359.40366.01394.22404.57466.46554.32790.361000.991167.741183.441210.641263.281389.731487.171664.411886.212251.092469.412511.782720.823146.683508.853627.874456.705028.09

Harness: IP Batch 1D - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN v2019-04-16OpenBenchmarking.org Stats: Harness: IP Batch 1D - Data Type: f3220 x Intel Xeon4 x Intel CoreIntel Xeon E5-2687W v3Intel Xeon E5-1680 v32 x AMD EPYC 7402 24-CoreAMD EPYC 7742 64-Core2 x AMD EPYC 7502 32-CoreAMD EPYC 7601 32-CoreIntel Xeon Platinum 8280Intel Xeon E3-1275 v6Intel Core i9-9900K2 x AMD EPYC 7302 16-CoreAMD EPYC 7502 32-CoreIntel Xeon E3-1280 v52 x Intel Xeon Platinum 8280Intel Core i7-8086KAMD EPYC 7302 16-Core2 x Intel Xeon Gold 6138Intel Core i9-7980XEIntel Core i5-6200U2 x Intel Xeon E5540AMD EPYC 7402 24-CoreAMD Ryzen Threadripper 2990WX 32-CoreAMD Ryzen 7 2700 Eight-CoreAMD Ryzen 9 3900X 12-Core20406080100SE +/- 0.04, N = 9SE +/- 0.02, N = 9SE +/- 1.34, N = 10SE +/- 1.09, N = 12SE +/- 0.02, N = 11SE +/- 0.05, N = 5SE +/- 0.23, N = 55SE +/- 2.30, N = 6SE +/- 0.67, N = 10SE +/- 0.58, N = 17SE +/- 3.23, N = 5SE +/- 6.13, N = 25SE +/- 3.51, N = 48SE +/- 7.07, N = 8SE +/- 33.01, N = 9SE +/- 5.99, N = 27SE +/- 7.87, N = 6SE +/- 12.60, N = 325.428.699.299.349.569.569.589.679.689.779.8410.4610.4810.8311.9313.8516.6617.9419.0937.4242.1945.5247.8766.7187.94

Harness: Convolution Batch conv_3d - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN v2019-04-16OpenBenchmarking.org Stats: Harness: Convolution Batch conv_3d - Data Type: f322 x AMD EPYC 7642 48-Core2 x AMD EPYC 7502 32-CoreAMD EPYC 7742 64-Core2 x AMD EPYC 7402 24-CoreAMD EPYC 7642 48-Core2 x Intel Xeon Gold 61382 x AMD EPYC 7302 16-CoreAMD EPYC 7502 32-Core2 x AMD EPYC 7601 32-CoreIntel Xeon Platinum 8280AMD EPYC 7302 16-Core20 x Intel XeonIntel Core i9-7960XIntel Xeon Gold 6138AMD EPYC 7601 32-CoreAMD EPYC 7401P 24-CoreAMD EPYC 7402 24-CoreIntel Xeon E5-2687W v32 x Intel Xeon Platinum 8280Intel Xeon E5-1680 v3Intel Core i9-9900KIntel Xeon E3-1275 v62 x AMD EPYC 7742 64-CoreAMD EPYC 7251 8-CoreIntel Xeon E3-1280 v54 x Intel CoreIntel Core i9-7980XEAMD Ryzen 9 3900X 12-CoreIntel Core i7-8086KAMD Ryzen Threadripper 2990WX 32-CoreIntel Xeon W-3175X20406080100SE +/- 0.04, N = 9SE +/- 0.02, N = 19SE +/- 0.01, N = 20SE +/- 0.02, N = 5SE +/- 0.11, N = 33SE +/- 0.13, N = 13SE +/- 0.02, N = 20SE +/- 0.15, N = 9SE +/- 0.01, N = 7SE +/- 0.04, N = 11SE +/- 9.71, N = 17SE +/- 0.35, N = 10SE +/- 5.18, N = 48SE +/- 0.35, N = 12SE +/- 7.47, N = 9SE +/- 0.22, N = 55SE +/- 21.52, N = 27SE +/- 0.04, N = 9SE +/- 0.62, N = 10SE +/- 0.62, N = 9SE +/- 5.39, N = 44SE +/- 10.01, N = 19SE +/- 15.54, N = 5SE +/- 20.66, N = 192.793.453.633.864.165.245.485.806.628.149.6511.5311.9912.6212.9216.5416.6223.6423.9524.2930.7436.9038.3939.4340.4641.5842.6243.6450.7787.4789.26

Harness: Deconvolution Batch deconv_3d - Data Type: f32

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN v2019-04-16OpenBenchmarking.org Stats: Harness: Deconvolution Batch deconv_3d - Data Type: f322 x Intel Xeon Gold 6138AMD EPYC 7742 64-Core2 x AMD EPYC 7402 24-Core20 x Intel Xeon2 x AMD EPYC 7502 32-Core2 x AMD EPYC 7302 16-CoreAMD EPYC 7502 32-CoreAMD EPYC 7302 16-CoreIntel Core i9-7980XEIntel Xeon E5-2687W v3Intel Xeon E5-1680 v3Intel Core i9-9900K2 x Intel Xeon Platinum 82804 x Intel CoreIntel Xeon E3-1275 v6Intel Xeon E3-1280 v5AMD Ryzen Threadripper 2990WX 32-CoreAMD EPYC 7402 24-CoreIntel Core i7-8086KAMD Ryzen 9 3900X 12-CoreIntel Core i5-6200U816243240SE +/- 0.03, N = 25SE +/- 0.05, N = 9SE +/- 0.19, N = 8SE +/- 1.83, N = 29SE +/- 0.23, N = 10SE +/- 0.27, N = 12SE +/- 3.01, N = 10SE +/- 2.04, N = 37SE +/- 0.03, N = 9SE +/- 0.12, N = 55SE +/- 0.34, N = 10SE +/- 7.88, N = 9SE +/- 13.47, N = 6SE +/- 6.94, N = 5SE +/- 4.68, N = 301.802.442.702.812.983.593.594.796.338.088.709.799.8212.1312.2113.2115.1316.8419.9923.9736.09