Xeon & EPYC Tests Various Server CPU benchmarks ,,"2 x Xeon Gold 5220R","Xeon Gold 5220R","Xeon Platinum 8280","2 x Xeon Platinum 8280","Xeon Gold 5218","Xeon Silver 4216","Xeon Gold 6226R","2 x Xeon Gold 6226R","2 x Xeon Silver 4216","Xeon W-3275M","2 x Xeon Platinum 8275CL","2 x Xeon Platinum 8275CL NUMA off","EPYC 2 7R32","2 x Xeon Platinum 8259CL","2 x Xeon Platinum 8259CL NUMA off" Processor,,2 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads),Intel Xeon Gold 5220R @ 3.90GHz (18 Cores / 36 Threads),Intel Xeon Platinum 8280 @ 4.00GHz (28 Cores / 56 Threads),2 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores / 112 Threads),Intel Xeon Gold 5218 @ 3.90GHz (16 Cores / 32 Threads),Intel Xeon Silver 4216 @ 3.20GHz (16 Cores / 32 Threads),Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads),2 x Intel Xeon Gold 6226R @ 3.90GHz (32 Cores / 64 Threads),2 x Intel Xeon Silver 4216 @ 3.20GHz (32 Cores / 64 Threads),Intel Xeon W-3275M @ 4.60GHz (28 Cores / 56 Threads),2 x Intel Xeon Platinum 8275CL @ 3.90GHz (48 Cores / 96 Threads),2 x Intel Xeon Platinum 8275CL @ 3.90GHz (48 Cores / 96 Threads),AMD EPYC 7R32 48-Core @ 2.80GHz (48 Cores / 96 Threads),2 x Intel Xeon Platinum 8259L @ 3.50GHz (48 Cores / 96 Threads),2 x Intel Xeon Platinum 8259L @ 3.50GHz (48 Cores / 96 Threads) Motherboard,,GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS),GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS),GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS),GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS),GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS),GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS),GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS),GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS),GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS),Supermicro X11SPA-T v1.01 (3.1 BIOS),ASRockRack EP2C621D12 WS (P2.10 BIOS),ASRockRack EP2C621D12 WS (P2.10 BIOS),Supermicro H11SSL-i v2.00 (2.1 BIOS),ASRockRack EP2C621D16-4LP (P2.20 BIOS),ASRockRack EP2C621D16-4LP (P2.20 BIOS) Chipset,,Intel Sky Lake-E DMI3 Registers,Intel Sky Lake-E DMI3 Registers,Intel Sky Lake-E DMI3 Registers,Intel Sky Lake-E DMI3 Registers,Intel Sky Lake-E DMI3 Registers,Intel Sky Lake-E DMI3 Registers,Intel Sky Lake-E DMI3 Registers,Intel Sky Lake-E DMI3 Registers,Intel Sky Lake-E DMI3 Registers,Intel Sky Lake-E DMI3 Registers,Intel Sky Lake-E DMI3 Registers,Intel Sky Lake-E DMI3 Registers,AMD Starship/Matisse,Intel Sky Lake-E DMI3 Registers,Intel Sky Lake-E DMI3 Registers Memory,,12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM,6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM,6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM,12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM,6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM,6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM,6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM,12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM,12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM,188GB,32 GB + 32 GB + 16384 MB + 32 GB + 16384 MB + 32 GB + 32 GB + 32 GB DDR4-3200MT/s,32 GB + 32 GB + 16384 MB + 32 GB + 16384 MB + 32 GB + 32 GB + 32 GB DDR4-3200MT/s,8 x 16384 MB DDR4-3200MT/s HMA82GR7CJR8N-XN,12 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XN,12 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XN Disk,,280GB INTEL SSDPED1D280GA,280GB INTEL SSDPED1D280GA,280GB INTEL SSDPED1D280GA,280GB INTEL SSDPED1D280GA,280GB INTEL SSDPED1D280GA,280GB INTEL SSDPED1D280GA,280GB INTEL SSDPED1D280GA,280GB INTEL SSDPED1D280GA,280GB INTEL SSDPED1D280GA,2 x 1024GB Samsung SSD 970 PRO 1TB,256GB TOSHIBA THNSNJ25 + 600GB INTEL SSDSC2BB60 + 6001GB HGST HUS726060AL,256GB TOSHIBA THNSNJ25 + 600GB INTEL SSDSC2BB60 + 6001GB HGST HUS726060AL,32GB Mass Storage + 256GB TOSHIBA THNSNJ25 + 600GB INTEL SSDSC2BB60 + 6001GB HGST HUS726060AL,256GB TOSHIBA THNSNJ25,256GB TOSHIBA THNSNJ25 Graphics,,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,eVGA NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz),llvmpipe 220GB,llvmpipe 220GB,llvmpipe 126GB,llvmpipe 188GB,llvmpipe 188GB Monitor,,VE228,VE228,VE228,VE228,2 x VE228,3 x VE228,4 x VE228,5 x VE228,6 x VE228,BenQ SW271,DELL UP2516D,DELL UP2516D,Crystal View,DELL UP2516D,DELL UP2516D Network,,2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE,2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE,2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE,2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE,2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE,2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE,2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE,2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE,2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE,Intel I210 + Aquantia AQC107 NBase-T/IEEE,4 x Intel X722 for 1GbE,4 x Intel X722 for 1GbE,2 x Intel I210,4 x Intel X722 for 1GbE,4 x Intel X722 for 1GbE Audio,,,,,,,,,,,Realtek ALC888-VD,Creative Labs EMU20k2,Creative Labs EMU20k2,,NVIDIA Device 10f8,NVIDIA Device 10f8 OS,,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 19.10,Ubuntu 19.10,Ubuntu 19.10,Ubuntu 19.10,Ubuntu 19.10,Ubuntu 19.10 Kernel,,5.4.0-18-generic (x86_64),5.4.0-18-generic (x86_64),5.4.0-18-generic (x86_64),5.4.0-18-generic (x86_64),5.4.0-18-generic (x86_64),5.4.0-18-generic (x86_64),5.4.0-18-generic (x86_64),5.4.0-18-generic (x86_64),5.4.0-18-generic (x86_64),5.3.0-46-generic (x86_64),5.3.0-55-generic (x86_64),5.3.0-55-generic (x86_64),5.3.0-64-generic (x86_64),5.3.0-64-generic (x86_64),5.3.0-64-generic (x86_64) Desktop,,GNOME Shell 3.36.0,GNOME Shell 3.36.0,GNOME Shell 3.36.0,GNOME Shell 3.36.0,GNOME Shell 3.36.0,GNOME Shell 3.36.0,GNOME Shell 3.36.0,GNOME Shell 3.36.0,GNOME Shell 3.36.0,GNOME Shell 3.34.3,GNOME Shell 3.34.1,GNOME Shell 3.34.1,GNOME Shell 3.34.1,GNOME Shell 3.34.1,GNOME Shell 3.34.1 Display Server,,X Server 1.20.7,X Server 1.20.7,X Server 1.20.7,X Server 1.20.7,X Server 1.20.7,X Server 1.20.7,X Server 1.20.7,X Server 1.20.7,X Server 1.20.7,X Server 1.20.5,X Server,X Server,X Server,X Server,X Server Display Driver,,modesetting 1.20.7,modesetting 1.20.7,modesetting 1.20.7,modesetting 1.20.7,modesetting 1.20.7,modesetting 1.20.7,modesetting 1.20.7,modesetting 1.20.7,modesetting 1.20.7,NVIDIA 430.50,,,,, Compiler,,GCC 9.3.0,GCC 9.3.0,GCC 9.3.0,GCC 9.3.0,GCC 9.3.0,GCC 9.3.0,GCC 9.3.0,GCC 9.3.0,GCC 9.3.0,GCC 9.2.1 20191008 + CUDA 10.1,GCC 9.2.1 20191008,GCC 9.2.1 20191008,GCC 9.2.1 20191008,GCC 9.2.1 20191008,GCC 9.2.1 20191008 File-System,,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4 Screen Resolution,,1920x1080,1024x768,1024x768,1024x768,1920x1080,1920x1080,1920x1080,1920x1080,1920x1080,3840x2160,2560x1440,2560x1440,800x600,2560x1440,2560x1440 OpenGL,,,,,,,,,,,4.6.0,3.3 Mesa 19.2.1 (LLVM 9.0 256 bits),3.3 Mesa 19.2.8 (LLVM 9.0 256 bits),3.3 Mesa 19.2.8 (LLVM 9.0 128 bits),3.3 Mesa 19.2.8 (LLVM 9.0 256 bits),3.3 Mesa 19.2.8 (LLVM 9.0 256 bits) ,,"2 x Xeon Gold 5220R","Xeon Gold 5220R","Xeon Platinum 8280","2 x Xeon Platinum 8280","Xeon Gold 5218","Xeon Silver 4216","Xeon Gold 6226R","2 x Xeon Gold 6226R","2 x Xeon Silver 4216","Xeon W-3275M","2 x Xeon Platinum 8275CL","2 x Xeon Platinum 8275CL NUMA off","EPYC 2 7R32","2 x Xeon Platinum 8259CL","2 x Xeon Platinum 8259CL NUMA off" "Appleseed - Scene: Emily (sec)",LIB,180.645797,284.27974,197.649505,154.980752,328.139133,345.389961,276.768654,177.661148,222.968514,196.929786,152.902049,152.093681,147.685856,161.846314,163.707232 "Appleseed - Scene: Disney Material (sec)",LIB,88.856634,158.77238,103.833099,68.618272,182.557972,194.401843,155.228014,84.844108,107.498089,106.643392,68.606542,68.202167,62.431047,73.581913,73.216224 "Appleseed - Scene: Material Tester (sec)",LIB,189.459653,162.860353,123.979103,193.44241,179.751505,188.776756,156.605614,185.357154,197.740442,124.147301,189.296166,194.846861,175.193708,185.229734,197.293774 "ArrayFire - Test: BLAS CPU (GFLOPS)",HIB,2359.13,1201.54,3432.16,3430.28,1002.09,765.491,2137.03,3912.30,1497.75,3128.39,6259.01,6325.07,990.798,5319.58,5650.71 "ArrayFire - Test: Conjugate Gradient CPU (ms)",LIB,9.898,6.409,4.115,7.481,7.042,7.819,6.451,7.155,16.92,4.423,13.22,9.654,35.13,8.430,7.604 "asmFish - 1024 Hash Memory, 26 Depth (Nodes/s)",HIB,85501851,43217939,68762075,133839896,36561817,35085496,44614925,83894514,66895810,66225641,119549901,103033955,113278977,119912357,105070606 "Basis Universal - Settings: ETC1S (sec)",LIB,54.554,56.018,51.446,52.694,58.473,67.461,54.790,54.947,65.644,47.653,52.608,53.135,54.310,57.826,58.280 "Basis Universal - Settings: UASTC Level 3 (sec)",LIB,27.981,46.708,30.689,19.885,55.209,58.246,44.943,27.226,34.632,30.634,21.060,20.994,19.193,23.088,23.147 "Blender - Blend File: BMW27 - Compute: CPU-Only (sec)",LIB,60.67,113.30,69.80,38.79,149.39,149.02,111.82,59.45,78.72,74.96,41.68,41.72,41.76,47.63,48.00 "Blender - Blend File: Classroom - Compute: CPU-Only (sec)",LIB,165.96,328.81,198.25,100.47,433.42,432.11,321.53,163.32,218.06,213.36,108.97,108.94,101.34,124.59,124.67 "Blender - Blend File: Fishy Cat - Compute: CPU-Only (sec)",LIB,98.24,175.95,110.67,66.39,229.28,229.71,173.95,96.41,125.35,118.09,69.93,70.04,65.67,79.00,79.22 "Blender - Blend File: Barbershop - Compute: CPU-Only (sec)",LIB,260.56,456.47,287.80,187.33,589.07,593.13,453.22,257.01,333.40,304.79,189.55,190.01,177.79,211.33,211.37 "Blender - Blend File: Pabellon Barcelona - Compute: CPU-Only (sec)",LIB,208.30,404.78,246.31,129.01,531.98,531.39,400.96,207.41,272.72,265.41,139.11,139.00,132.04,158.13,157.99 "Build2 - Time To Compile (sec)",LIB,72.151,91.641,74.118,62.776,101.716,109.699,88.977,70.608,86.325,66.415,64.503,64.421,59.956,66.667,69.195 "Chaos Group V-RAY - Mode: CPU (Ksamples)",HIB,40270,21886,34710,64331,16981,17105,22074,34749,27592,33014,58326,58525,62897,51803,53051 "CloverLeaf - Lagrangian-Eulerian Hydrodynamics (sec)",LIB,1.06,1.28,0.96,0.69,1.37,1.49,1.27,0.93,1.00,1.14,,,0.36,0.78,0.63 "DaCapo Benchmark - Java Test: Jython (msec)",LIB,4877,4834,4547,4711,5096,5768,4609,4806,5802,4321,4685,4759,5246,5172,5161 "dav1d - Video Input: Summer Nature 4K (FPS)",HIB,177.89,160.59,199.08,221.31,136.86,132.46,170.07,203.10,159.60,256.60,218.14,216.86,321.17,215.64,212.99 "dav1d - Video Input: Summer Nature 1080p (FPS)",HIB,321.84,274.98,323.20,409.88,265.46,232.35,307.75,358.62,272.55,537.84,422.89,406.66,676.16,431.76,400.24 "dav1d - Video Input: Chimera 1080p 10-bit (FPS)",HIB,70.81,58.05,65.40,85.14,55.88,50.10,62.32,73.95,59.51,81.60,90.28,90.78,140.14,89.55,88.66 "DeepSpeech - Acceleration: CPU (sec)",LIB,125.11863,126.07801,118.09377,122.22468,128.40692,135.99744,119.78717,123.38702,133.01160,123.85252,113.14396,138.25629,72.81599,117.72613,135.05100 "Embree - Binary: Pathtracer - Model: Crown (FPS)",HIB,29.5153,16.0514,26.2800,45.6121,12.3882,12.4316,15.9943,28.9602,23.2674,24.5503,41.7899,41.3944,47.6464,38.1222,38.1033 "Embree - Binary: Pathtracer ISPC - Model: Crown (FPS)",HIB,33.4469,17.6604,28.7730,53.2304,14.4163,11.3827,16.8099,31.7318,21.7468,26.4010,49.0461,49.9559,45.1869,46.1757,46.4184 "Embree - Binary: Pathtracer - Model: Asian Dragon (FPS)",HIB,35.8757,19.6105,32.2474,57.4870,15.3104,15.2796,19.3472,34.6919,28.2032,30.1057,40.0787,45.7674,52.9532,46.7920,46.9084 "Embree - Binary: Pathtracer - Model: Asian Dragon Obj (FPS)",HIB,32.3301,17.7957,29.2061,51.7853,13.8526,13.8827,17.4223,31.3117,25.4971,27.1952,35.6676,40.8502,47.5806,42.7613,42.4946 "Embree - Binary: Pathtracer ISPC - Model: Asian Dragon (FPS)",HIB,43.0983,23.6042,38.3100,68.4241,19.4321,15.5911,22.4598,40.4325,28.9732,35.1495,38.7658,51.8741,52.3541,59.0563,59.0502 "Embree - Binary: Pathtracer ISPC - Model: Asian Dragon Obj (FPS)",HIB,37.1498,20.3418,33.0490,58.6945,16.7685,13.4918,19.3228,34.8030,25.0678,30.3458,36.6652,44.7151,45.4330,50.9769,50.8648 "High Performance Conjugate Gradient - (GFLOP/s)",HIB,25.6303,13.3529,14.9097,28.8542,13.0138,11.8883,13.9581,26.5910,23.1574,14.1623,8.41405,6.32971,17.0608,27.1060,16.5171 "Himeno Benchmark - Poisson Pressure Solver (MFLOPS)",HIB,3404.690861,3398.397455,3510.205159,3514.604106,3405.035897,2823.595364,3401.157135,3410.383938,2817.673053,3866.090988,3440.518277,3430.766164,3769.723664,3147.907521,3130.858713 "Intel MPI Benchmarks - Test: IMB-P2P PingPong (Msg/sec)",HIB,19650424.333333,10276849.521739,16653864.768116,31821690.550725,9066471.0434783,8923779.5507246,10620968.608695,20467429.521739,17176230.536232,20246604.623188,35954425.362319,35888907.985507,20348261.028985,31988149.246377,32444647.434783 "Intel Open Image Denoise - Scene: Memorial (Images / Sec)",HIB,27.97,18.41,31.10,34.49,15.80,12.85,22.01,33.06,20.43,27.35,15.06,19.55,28.71,33.89,33.10 "John The Ripper - Test: Blowfish (Real C/S)",HIB,51324,25547,42864,84084,21403,20424,27126,53485,41021,40326,77771,78327,66475,70888,70955 "John The Ripper - Test: MD5 (Real C/S)",HIB,4821000,2506000,4090000,7880000,1912667,1893333,2583000,4977667,3764000,3654000,7388333,7350667,3972000,6554667,6608333 "LAMMPS Molecular Dynamics Simulator - Model: Rhodopsin Protein (ns/day)",HIB,17.378,9.535,15.314,24.788,8.158,7.810,10.325,18.150,14.161,14.562,22.301,20.984,20.821,22.535,21.887 "LuxCoreRender - Scene: DLSC (M samples/sec)",HIB,4.44,2.32,3.79,7.19,1.74,1.77,2.35,4.5183,3.43,3.53,6.73,6.75,7.28,5.88,5.86 "LuxCoreRender - Scene: Rainbow Colors and Prism (M samples/sec)",HIB,4.46,2.48,4.11,7.15,1.88,1.88,2.51,4.32,3.65,3.79,7.09,7.31,8.12,6.40,5.52 "lzbench - Test: Zstd 1 - Process: Compression (MB/s)",HIB,437,444,457,449,446,365,445,437,359,508,439,443,418,399,407 "lzbench - Test: Zstd 1 - Process: Decompression (MB/s)",HIB,1147,1180,1212,1168,1184,973,1182,1141,943,1299,1099,1090,1148,1027,1032 "lzbench - Test: Zstd 8 - Process: Compression (MB/s)",HIB,74,76,77,75,74,64,74,72,63,84,73,75,83,69,71 "lzbench - Test: Zstd 8 - Process: Decompression (MB/s)",HIB,1101,1194,1224,1124,1195,998,1193,1100,930,1298,1053,999,1266,1011,966 "lzbench - Test: Crush 0 - Process: Compression (MB/s)",HIB,93,98,101,96,96,82,95,91,80,109,94,95,81,88,86 "lzbench - Test: Crush 0 - Process: Decompression (MB/s)",HIB,419,428,440,428,430,353,429,418,344,509,434,432,380,394,396 "lzbench - Test: Brotli 2 - Process: Compression (MB/s)",HIB,172,176,181,176,176,146,176,172,142,196,170,172,165,157,159 "lzbench - Test: Brotli 2 - Process: Decompression (MB/s)",HIB,613,651,673,623,655,542,653,608,509,721,592,582,564,551,543 "MKL-DNN DNNL - Harness: IP Batch 1D - Data Type: f32 (ms)",LIB,2.23009,4.49985,2.39451,1.63986,4.75696,5.16658,4.41366,2.18975,2.66699,2.86715,1.95992,1.63599,1.67560,1.57687,1.53729 "MKL-DNN DNNL - Harness: IP Batch All - Data Type: f32 (ms)",LIB,10.6348,8.90795,6.79509,9.52466,9.30959,10.1930,8.84233,10.5239,11.4215,7.54439,19.1030,12.6820,8.88390,9.97669,6.65842 "MKL-DNN DNNL - Harness: IP Batch All - Data Type: u8s8f32 (ms)",LIB,4.08605,4.61054,3.23121,3.11002,4.83875,5.59275,4.53821,4.11779,4.82603,3.59218,5.36708,3.84746,149.339,3.04866,2.78193 "MKL-DNN DNNL - Harness: IP Batch 1D - Data Type: bf16bf16bf16 (ms)",LIB,5.72791,8.68590,4.83170,3.65964,8.8271,10.9014,5.71439,3.21281,5.56500,5.56304,4.10369,4.06041,,4.48918,4.46440 "MKL-DNN DNNL - Harness: Convolution Batch conv_all - Data Type: f32 (ms)",LIB,999.544,1948.77,765.745,496.816,2363.00,3129.93,1227.07,694.324,1578.24,878.390,1206.22,650.981,710.140,559.468,461.935 "MKL-DNN DNNL - Harness: Convolution Batch conv_3d - Data Type: u8s8f32 (ms)",LIB,4896.41,9696.92,5919.94,3005.48,11821.3,12300.3,9374.60,4821.24,6329.94,6183.11,3250.89,3252.48,3076.76,3551.38,3548.60 "MKL-DNN DNNL - Harness: Deconvolution Batch deconv_1d - Data Type: f32 (ms)",LIB,2.12680,3.36432,1.46232,1.24029,3.99488,5.31087,2.23126,1.49724,3.06590,1.74515,1.33109,1.25116,2.22540,1.25795,1.22589 "MKL-DNN DNNL - Harness: Deconvolution Batch deconv_3d - Data Type: f32 (ms)",LIB,2.69700,4.88966,1.96279,1.13608,5.80420,7.63646,3.13006,1.70749,3.85512,2.27526,1.17385,1.17278,2.20471,1.26649,1.26395 "MKL-DNN DNNL - Harness: Convolution Batch conv_alexnet - Data Type: f32 (ms)",LIB,122.761,244.745,94.1937,49.8437,298.300,395.441,155.368,81.1400,197.914,108.568,79.1109,57.5111,96.6881,56.6465,55.3565 "MKL-DNN DNNL - Harness: Convolution Batch conv_all - Data Type: u8s8f32 (ms)",LIB,2479.28,4826.71,2846.12,1517.44,5840.26,6241.16,4478.93,2377.91,3215.17,2967.92,2023.47,1708.05,11728.8,1793.75,1734.20 "MKL-DNN DNNL - Harness: Deconvolution Batch deconv_all - Data Type: f32 (ms)",LIB,1278.25,1920.74,1113.54,881.783,1699.69,2201.04,983.913,711.389,1364.26,1292.62,981.058,910.142,1485.47,739.163,743.695 "MKL-DNN DNNL - Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 (ms)",LIB,0.560890,0.843709,0.371036,0.394455,0.976730,1.27375,0.528632,0.369060,0.770300,0.458422,0.355362,0.354714,1131.13,0.376222,0.361414 "MKL-DNN DNNL - Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 (ms)",LIB,3112.36,6072.57,3716.98,1893.72,7189.03,7457.86,5864.26,2987.08,3849.13,3852.37,2059.03,2057.93,1899.24,2238.05,2252.67 "MKL-DNN DNNL - Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf16 (ms)",LIB,15.2177,29.9173,14.0780,7.92912,39.9985,40.0192,22.4243,11.6076,20.5163,16.5906,8.71234,8.64707,,9.20665,9.18751 "MKL-DNN DNNL - Harness: Convolution Batch conv_alexnet - Data Type: u8s8f32 (ms)",LIB,35.9778,66.7352,26.8391,19.8143,81.0705,105.826,42.2202,26.5363,55.3361,31.9893,59.9040,30.6427,1301.36,22.3830,19.3723 "MKL-DNN DNNL - Harness: Convolution Batch conv_all - Data Type: bf16bf16bf16 (ms)",LIB,3917.52,7839.95,3497.47,1766.35,10255.2,10258.0,5709.17,2871.11,5156.69,3880.44,1919.50,1918.28,,2197.81,2198.18 "MKL-DNN DNNL - Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32 (ms)",LIB,54.8190,108.161,42.0758,23.1772,131.088,171.428,69.1431,36.3716,87.5434,49.8744,33.6305,25.0533,42.5413,25.7722,25.0672 "MKL-DNN DNNL - Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16 (ms)",LIB,7.22975,13.1428,6.55374,4.06847,16.5484,16.5516,9.90362,5.38402,8.86913,7.61595,3.96906,3.96510,,4.49039,4.46523 "MKL-DNN DNNL - Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16 (ms)",LIB,9.42591,16.8253,7.69605,4.35817,21.4290,21.4755,12.3271,6.29647,10.9379,8.46273,4.37952,4.36002,,4.87194,4.85689 "MKL-DNN DNNL - Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf16 (ms)",LIB,712.201,1433.47,637.374,320.060,1874.47,1875.23,1042.34,527.017,938.910,702.065,348.243,348.326,,399.298,399.308 "MKL-DNN DNNL - Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f32 (ms)",LIB,15.7542,28.4532,11.2900,7.46050,34.6031,45.0502,17.9735,11.3282,23.7028,13.4504,17.7549,10.4841,730.306,8.74794,7.63651 "MKL-DNN DNNL - Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf16 (ms)",LIB,3152.41,5695.58,2935.99,1779.15,6721.02,6721.54,3966.73,2169.93,3600.95,3293.94,1730.80,1705.35,,1904.28,1904.45 "MKL-DNN DNNL - Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf16 (ms)",LIB,187.168,369.287,166.984,86.5391,484.594,484.895,269.991,137.734,246.446,188.611,93.3596,93.2842,,106.893,106.714 "Mlpack Benchmark - Benchmark: scikit_ica (sec)",LIB,77.41,68.19,67.36,63.35,68.78,81.36,61.82,74.63,94.45,54.91,53.50,53.66,49.47,58.48,57.69 "Mlpack Benchmark - Benchmark: scikit_qda (sec)",LIB,42.69,34.24,30.45,38.35,37.41,40.75,31.96,44.53,50.10,32.65,62.02,57.25,39.54,42.88,41.29 "Mlpack Benchmark - Benchmark: scikit_svm (sec)",LIB,17.92,17.82,17.19,17.19,17.98,20.89,17.92,17.77,21.09,15.78,16.87,18.42,15.16,18.76,19.62 "Mlpack Benchmark - Benchmark: scikit_linearridgeregression (sec)",LIB,2.39,2.25,1.67,1.82,2.46,2.97,1.93,2.08,2.99,1.99,2.36,2.46,1.79,2.30,2.42 "NAMD - ATPase Simulation - 327,506 Atoms (days/ns)",LIB,0.60333,1.15745,0.70709,0.36226,1.51168,1.51721,1.13586,0.58237,0.76982,0.81434,,,0.48614,0.44551,0.45422 "NAS Parallel Benchmarks - Test / Class: BT.C (Mop/s)",HIB,100761.29,50787.79,71842.34,136046.53,48617.05,46389.79,56576.12,77470.67,65509.98,69347.58,,,106415.53,104107.99,84766.14 "NAS Parallel Benchmarks - Test / Class: EP.C (Mop/s)",HIB,3768.66,1863.15,3194.18,6104.94,1621.48,1545.50,2044.24,4005.26,2984.02,3025.11,,,3485.99,5052.63,5059.02 "NAS Parallel Benchmarks - Test / Class: EP.D (Mop/s)",HIB,3780.59,1966.61,3283.38,6284.65,1635.78,1571.49,2094.53,3969.60,3144.70,3210.52,,,3570.46,5310.16,5284.34 "NAS Parallel Benchmarks - Test / Class: LU.C (Mop/s)",HIB,108883.40,56744.87,74255.67,140090.32,48143.49,46723.01,58594.50,106268.33,85606.53,69606.84,,,99821.89,120961.91,94642.99 "NAS Parallel Benchmarks - Test / Class: MG.C (Mop/s)",HIB,58984.18,31197.22,37089.05,69175.12,30328.65,28301.13,31633.6,58681.42,52832.47,35376.11,,,49330.15,63393.35,43490.15 "NAS Parallel Benchmarks - Test / Class: SP.B (Mop/s)",HIB,50932.88,23346.56,32682.14,70893.41,22329.34,21149.68,23859.79,49232.24,42220.94,31426.53,,,51225.18,53978.90,38493.57 "Nettle - Test: aes256 (Mbyte/s)",HIB,6159.21,6133.91,6313.16,6320.00,6164.79,5024.39,6161.42,6157.49,5061.60,7070.60,6172.55,6184.20,4665.33,5513.08,5523.31 "Nettle - Test: chacha (Mbyte/s)",HIB,1024.975,1020.093,1051.111,1051.936,1024.493,837.612,1024.992,1025.384,841.649,1172.153,1025.603,1027.592,750.357,917.750,917.505 "Nettle - Test: sha512 (Mbyte/s)",HIB,489.15,485.86,501.98,500.98,489.51,399.99,488.81,489.42,401.13,550.93,487.55,490.26,478.09,437.62,438.23 "Nettle - Test: poly1305-aes (Mbyte/s)",HIB,2797.22,2779.78,2867.48,2868.69,2798.56,2291.69,2795.49,2797.43,2294.74,3207.98,2785.99,2803.55,2046.35,2497.86,2516.87 "Numpy Benchmark - (Score)",HIB,300.73,313.76,330.33,321.82,315.14,272.12,318.87,304.16,262.78,367.56,338.44,315.66,323.58,310.40,293.53 "OSPray - Demo: San Miguel - Renderer: SciVis (FPS)",HIB,43.48,23.26,38.46,69.52,18.87,14.71,22.69,42.27,27.84,34.48,63.54,66.67,58.82,62.5,61.58 "OSPray - Demo: XFrog Forest - Renderer: SciVis (FPS)",HIB,7.19,3.70,6.25,12.05,3.01,2.34,3.68,7.09,4.57,5.72,11.36,11.36,11.03,10.42,10.32 "OSPray - Demo: San Miguel - Renderer: Path Tracer (FPS)",HIB,3.95,2.14,3.52,6.53,1.75,1.40,2.02,3.71,2.63,3.25,5.82,5.87,4.73,5.58,5.54 "OSPray - Demo: NASA Streamlines - Renderer: SciVis (FPS)",HIB,55.56,28.57,50,90.91,23.26,18.18,29.41,55.56,34.48,45.45,82.62,83.33,76.92,76.92,76.92 "OSPray - Demo: XFrog Forest - Renderer: Path Tracer (FPS)",HIB,3.98,2.06,3.46,6.67,1.68,1.31,2.02,3.88,2.55,3.17,6.25,6.24,5.85,5.71,5.71 "OSPray - Demo: Magnetic Reconnection - Renderer: SciVis (FPS)",HIB,47.62,27.03,42.87,71.43,22.22,17.94,25.48,45.45,32.53,40,50.88,58.82,40,62.5,62.5 "OSPray - Demo: NASA Streamlines - Renderer: Path Tracer (FPS)",HIB,10.42,5.38,9.49,18.18,4.37,3.41,5.52,10.56,6.62,8.69,17.02,16.95,16.60,15.625,15.54 "PHPBench - PHP Benchmark Suite (Score)",HIB,631283,629690,649164,649693,632455,515697,632431,632601,519964,734339,640173,639026,500524,573483,574348 "PostgreSQL pgbench - Scaling: Buffer Test - Test: Normal Load - Mode: Read Only (TPS)",HIB,598798.571324,383120.690509,560887.766696,909916.490086,322051.631187,313376.779917,376860.318615,587882.232699,501697.238231,567696.505912,629984.514253,725740.723795,891303.121943,795715.311355,790827.572464 "PostgreSQL pgbench - Scaling: Buffer Test - Test: Normal Load - Mode: Read Write (TPS)",HIB,34227.724903,45518.593515,53139.057777,24466.911227,40894.896756,40373.304894,46503.283040,37715.216271,34916.030852,11704.231804,3890.770882,3197.742954,6105.728957,4009.405331,3168.732081 "PyBench - Total For Average Test Times (Milliseconds)",LIB,1100,1114,1076,1073,1101,1342,1103,1104,1343,951,1133,1123,1226,1252,1253 "PyPerformance - Benchmark: float (Milliseconds)",LIB,113,114,109,109,114,137,115,113,137,94.5,,,,123,123 "PyPerformance - Benchmark: regex_compile (Milliseconds)",LIB,167,168,164,164,167,204,168,167,204,157,,,213,200,200 "PyPerformance - Benchmark: python_startup (Milliseconds)",LIB,11.2,11.3,11.2,11.2,11.1,15.4,11.0,10.9,15.4,17.7,,,16.3,11.3,22.6 "PyPerformance - Benchmark: django_template (Milliseconds)",LIB,47.3,47.1,46.2,45.9,47.2,57.5,47.3,47.1,57.5,49.9,,,66.4,64.2,64.1 "Radiance Benchmark - Test: Serial (sec)",LIB,746.918,749.923,728.361,728.246,747.844,909.318,746.687,745.686,907.757,665.7,753.635,753.433,730.7,841.647,841.323 "Radiance Benchmark - Test: SMP Parallel (sec)",LIB,230.561,242.515,235,226.076,241.897,299.739,242.002,233.042,281.251,219.836,232.695,227.159,219.652,258.343,255.588 "Renaissance - Test: Scala Dotty (ms)",LIB,7414.619,7556.329,6664.254,6890.606,8286.123,8634.691,6999.497,7231.014,8583.014,6970.904,6733.160,7042.354,6577.343,7256.920,7566.342 "Renaissance - Test: Apache Spark Bayes (ms)",LIB,3662.767,3150.096,2674.175,3228.633,3477.331,3588.692,2856.850,3405.414,4199.411,2743.623,5185.621,4510.830,3057.059,3495.612,3813.746 "Renaissance - Test: Savina Reactors.IO (ms)",LIB,26257.008,22776.295,21975.122,26764.941,27198.080,22798.382,27198.856,27972.998,28596.105,25186.666,26906.886,27361.597,19303.561,28107.036,28251.828 "Renaissance - Test: Apache Spark PageRank (ms)",LIB,24540.720,21704.485,20621.229,23588.397,23703.029,25271.433,21743.019,24522.220,28045.920,21015.543,24505.962,24666.363,21641.954,25275.159,25636.694 "Scikit-Learn - (sec)",LIB,10.458,10.112,9.127,9.392,10.286,12.030,9.924,10.449,12.549,9.661,11.065,11.490,10.419,12.459,12.954 "SMHasher - Hash: wyhash (cycles/hash)",LIB,18.806,18.815,22.678,22.677,19.806,22.131,25.134,25.129,22.129,18.508,26.086,26.129,,24.151,24.154 "SMHasher - Hash: wyhash (MiB/sec)",HIB,,,,,,22004.08,19429.87,19424.11,22011.20,26298.77,18770.15,18775.94,,20225.18,20231.58 "Stockfish - Total Time (Nodes/s)",HIB,74235829,38167326,62891312,119715795,32424332,31174576,39776292,75203729,60569696,61170651,109874307,108412514,116765028,103513853,104106676 "SVT-AV1 - Encoder Mode: Enc Mode 4 - Input: 1080p (FPS)",HIB,5.302,4.285,6.030,7.033,3.339,3.309,4.340,5.431,4.216,6.389,5.243,5.942,5.714,5.955,5.996 "SVT-AV1 - Encoder Mode: Enc Mode 8 - Input: 1080p (FPS)",HIB,49.209,33.088,51.917,56.982,27.193,26.460,34.636,51.710,40.548,53.819,55.374,56.122,54.472,53.040,52.314 "SVT-VP9 - Tuning: Visual Quality Optimized - Input: Bosphorus 1080p (FPS)",HIB,237.57,224.01,265.40,233.17,172.82,173.18,221.95,256.91,206.42,282.18,191.66,228.38,291.17,229.91,229.53 "Timed GCC Compilation - Time To Compile (sec)",LIB,1060.578,1167.683,1063.705,1005.530,1218.874,1398.020,1092.587,996.904,1268.815,994.583,966.599,1032.978,849.192,1012.035,1073.762 "Timed GDB GNU Debugger Compilation - Time To Compile (sec)",LIB,146.439,151.909,144.643,142.695,156.299,177.772,139.120,133.444,169.704,134.824,128.950,145.510,108.675,129.689,146.435 "Timed Linux Kernel Compilation - Time To Compile (sec)",LIB,36.699,59.012,40.898,27.309,67.156,71.770,57.772,36.595,45.315,36.367,27.100,29.258,24.005,27.581,29.276 "Timed LLVM Compilation - Time To Compile (sec)",LIB,286.782,430.426,308.741,221.515,501.218,531.152,433.191,279.682,347.827,281.678,218.050,244.910,200.039,232.053,244.940 "Timed MrBayes Analysis - Primate Phylogeny Analysis (sec)",LIB,134.928,134.483,128.848,129.986,147.734,193.466,123.702,124.258,194.504,143.348,125.867,124.297,92.361,139.750,141.898 "Tungsten Renderer - Scene: Hair (sec)",LIB,11.0726,18.9840,12.6863,7.82706,22.4866,23.6129,18.6129,10.6653,13.6031,12.7104,8.29067,8.19337,7.67455,9.26217,9.09073 "Tungsten Renderer - Scene: Water Caustic (sec)",LIB,23.3367,25.0080,22.0167,21.5896,25.9635,28.8979,24.0874,23.1916,27.3948,21.5517,22.7599,22.7088,22.3247,24.5437,24.7792 "Zstd Compression - Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19 (sec)",LIB,10.449,10.355,8.203,9.137,11.122,11.430,10.330,10.206,10.978,8.380,10.945,10.289,9.230,9.949,10.294