Xeon Tests

AMD Ryzen Threadripper PRO 3975WX 32-Cores testing with a Supermicro M12SWA-TF v1.01 (1.00 BIOS) and NVIDIA Quadro RTX 4000 8GB on Ubuntu 20.10 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2103206-HA-2004196VE87
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AV1 2 Tests
Bioinformatics 2 Tests
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Timed Code Compilation 5 Tests
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CPU Massive 27 Tests
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Cryptography 3 Tests
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Fortran Tests 4 Tests
Game Development 3 Tests
HPC - High Performance Computing 13 Tests
Java 2 Tests
Machine Learning 4 Tests
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MPI Benchmarks 5 Tests
Multi-Core 28 Tests
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Programmer / Developer System Benchmarks 9 Tests
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Date
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  Test
  Duration
2 x Xeon Gold 5220R
March 26 2020
  9 Hours, 36 Minutes
Xeon Gold 5220R
March 27 2020
  10 Hours, 11 Minutes
Xeon Platinum 8280
March 28 2020
  8 Hours, 39 Minutes
2 x Xeon Platinum 8280
March 28 2020
  8 Hours, 49 Minutes
Xeon Gold 5218
March 29 2020
  11 Hours, 15 Minutes
Xeon Silver 4216
March 30 2020
  11 Hours, 48 Minutes
Xeon Gold 6226R
March 30 2020
  9 Hours, 51 Minutes
2 x Xeon Gold 6226R
March 31 2020
  9 Hours, 29 Minutes
2 x Xeon Silver 4216
March 31 2020
  10 Hours, 35 Minutes
Xeon W-3275M
April 19 2020
  9 Hours, 52 Minutes
Threadripper PRO 3975WX
March 20 2021
  7 Hours, 37 Minutes
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  9 Hours, 47 Minutes

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Xeon Tests AMD Ryzen Threadripper PRO 3975WX 32-Cores testing with a Supermicro M12SWA-TF v1.01 (1.00 BIOS) and NVIDIA Quadro RTX 4000 8GB on Ubuntu 20.10 via the Phoronix Test Suite. ,,"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","Threadripper PRO 3975WX" 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),AMD Ryzen Threadripper PRO 3975WX 32-Cores @ 3.50GHz (32 Cores / 64 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),Supermicro M12SWA-TF v1.01 (1.00 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,AMD Starship/Matisse 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,252GB 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,1024GB SAMSUNG MZVKW1T0HMLH-00000 Graphics,,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,eVGA NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz),NVIDIA Quadro RTX 4000 8GB Monitor,,VE228,VE228,VE228,VE228,2 x VE228,3 x VE228,4 x VE228,5 x VE228,6 x VE228,BenQ SW271,BenQ SW271 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,Intel I210 + Aquantia Device 14c0 Audio,,,,,,,,,,,Realtek ALC888-VD,AMD Starship/Matisse 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 20.10 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),5.8.0-45-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 3.38.1 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 1.20.9 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,NVIDIA 460.39 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 10.2.0 File-System,,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4 Screen Resolution,,1920x1080,1024x768,1024x768,1024x768,1920x1080,1920x1080,1920x1080,1920x1080,1920x1080,3840x2160,3840x2160 OpenGL,,,,,,,,,,,4.6.0,4.6.0 OpenCL,,,,,,,,,,,,OpenCL 1.2 CUDA 11.2.136 Vulkan,,,,,,,,,,,,1.2.155 ,,"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","Threadripper PRO 3975WX" "Appleseed - Scene: Emily (sec)",LIB,180.645797,284.27974,197.649505,154.980752,328.139133,345.389961,276.768654,177.661148,222.968514,196.929786,137.289499 "Appleseed - Scene: Disney Material (sec)",LIB,88.856634,158.77238,103.833099,68.618272,182.557972,194.401843,155.228014,84.844108,107.498089,106.643392,68.444995 "Appleseed - Scene: Material Tester (sec)",LIB,189.459653,162.860353,123.979103,193.44241,179.751505,188.776756,156.605614,185.357154,197.740442,124.147301,133.89348 "ArrayFire - Test: BLAS CPU (GFLOPS)",HIB,2359.13,1201.54,3432.16,3430.28,1002.09,765.491,2137.03,3912.30,1497.75,3128.39,793.209 "ArrayFire - Test: Conjugate Gradient CPU (ms)",LIB,9.898,6.409,4.115,7.481,7.042,7.819,6.451,7.155,16.92,4.423,27.68 "asmFish - 1024 Hash Memory, 26 Depth (Nodes/s)",HIB,85501851,43217939,68762075,133839896,36561817,35085496,44614925,83894514,66895810,66225641,95898153 "Basis Universal - Settings: ETC1S (sec)",LIB,54.554,56.018,51.446,52.694,58.473,67.461,54.790,54.947,65.644,47.653,41.104 "Basis Universal - Settings: UASTC Level 3 (sec)",LIB,27.981,46.708,30.689,19.885,55.209,58.246,44.943,27.226,34.632,30.634,19.621 "Blender - Blend File: BMW27 - Compute: CPU-Only (sec)",LIB,60.67,113.30,69.80,38.79,149.39,149.02,111.82,59.45,78.72,74.96,47.47 "Blender - Blend File: Classroom - Compute: CPU-Only (sec)",LIB,165.96,328.81,198.25,100.47,433.42,432.11,321.53,163.32,218.06,213.36,119.01 "Blender - Blend File: Fishy Cat - Compute: CPU-Only (sec)",LIB,98.24,175.95,110.67,66.39,229.28,229.71,173.95,96.41,125.35,118.09,70.84 "Blender - Blend File: Barbershop - Compute: CPU-Only (sec)",LIB,260.56,456.47,287.80,187.33,589.07,593.13,453.22,257.01,333.40,304.79,195.89 "Blender - Blend File: Pabellon Barcelona - Compute: CPU-Only (sec)",LIB,208.30,404.78,246.31,129.01,531.98,531.39,400.96,207.41,272.72,265.41,154.47 "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, "Chaos Group V-RAY - Mode: CPU (Ksamples)",HIB,40270,21886,34710,64331,16981,17105,22074,34749,27592,33014,45515 "CloverLeaf - Lagrangian-Eulerian Hydrodynamics (sec)",LIB,1.06,1.28,0.96,0.69,1.37,1.49,1.27,0.93,1.00,1.14,0.88 "DaCapo Benchmark - Java Test: Jython (msec)",LIB,4877,4834,4547,4711,5096,5768,4609,4806,5802,4321,3965 "dav1d - Video Input: Summer Nature 4K (FPS)",HIB,177.89,160.59,199.08,221.31,136.86,132.46,170.07,203.10,159.60,256.60,343.56 "dav1d - Video Input: Summer Nature 1080p (FPS)",HIB,321.84,274.98,323.20,409.88,265.46,232.35,307.75,358.62,272.55,537.84,719.55 "dav1d - Video Input: Chimera 1080p 10-bit (FPS)",HIB,70.81,58.05,65.40,85.14,55.88,50.10,62.32,73.95,59.51,81.60,141.78 "DeepSpeech - Acceleration: CPU (sec)",LIB,125.11863,126.07801,118.09377,122.22468,128.40692,135.99744,119.78717,123.38702,133.01160,123.85252,62.95147 "Embree - Binary: Pathtracer - Model: Crown (FPS)",HIB,29.5153,16.0514,26.2800,45.6121,12.3882,12.4316,15.9943,28.9602,23.2674,24.5503,37.1294 "Embree - Binary: Pathtracer ISPC - Model: Crown (FPS)",HIB,33.4469,17.6604,28.7730,53.2304,14.4163,11.3827,16.8099,31.7318,21.7468,26.4010,35.3155 "Embree - Binary: Pathtracer - Model: Asian Dragon (FPS)",HIB,35.8757,19.6105,32.2474,57.4870,15.3104,15.2796,19.3472,34.6919,28.2032,30.1057,41.7466 "Embree - Binary: Pathtracer - Model: Asian Dragon Obj (FPS)",HIB,32.3301,17.7957,29.2061,51.7853,13.8526,13.8827,17.4223,31.3117,25.4971,27.1952,37.3400 "Embree - Binary: Pathtracer ISPC - Model: Asian Dragon (FPS)",HIB,43.0983,23.6042,38.3100,68.4241,19.4321,15.5911,22.4598,40.4325,28.9732,35.1495,41.4899 "Embree - Binary: Pathtracer ISPC - Model: Asian Dragon Obj (FPS)",HIB,37.1498,20.3418,33.0490,58.6945,16.7685,13.4918,19.3228,34.8030,25.0678,30.3458,35.6685 "High Performance Conjugate Gradient - (GFLOP/s)",HIB,25.6303,13.3529,14.9097,28.8542,13.0138,11.8883,13.9581,26.5910,23.1574,14.1623,15.2996 "Himeno Benchmark - Poisson Pressure Solver (MFLOPS)",HIB,3404.690861,3398.397455,3510.205159,3514.604106,3405.035897,2823.595364,3401.157135,3410.383938,2817.673053,3866.090988,4916.360177 "Intel MPI Benchmarks - Test: IMB-P2P PingPong (Msg/sec)",HIB,19650424.333333,10276849.521739,16653864.768116,31821690.550725,9066471.0434783,8923779.5507246,10620968.608695,20467429.521739,17176230.536232,20246604.623188,13233839 "Intel Open Image Denoise - Scene: Memorial (Images / Sec)",HIB,27.97,18.41,31.10,34.49,15.80,12.85,22.01,33.06,20.43,27.35,19.80 "John The Ripper - Test: Blowfish (Real C/S)",HIB,51324,25547,42864,84084,21403,20424,27126,53485,41021,40326,42433 "John The Ripper - Test: MD5 (Real C/S)",HIB,4821000,2506000,4090000,7880000,1912667,1893333,2583000,4977667,3764000,3654000,2326200 "LAMMPS Molecular Dynamics Simulator - Model: Rhodopsin Protein (ns/day)",HIB,17.378,9.535,15.314,24.788,8.158,7.810,10.325,18.150,14.161,14.562,17.617 "LuxCoreRender - Scene: DLSC (M samples/sec)",HIB,4.44,2.32,3.79,7.19,1.74,1.77,2.35,4.5183,3.43,3.53,5.97 "LuxCoreRender - Scene: Rainbow Colors and Prism (M samples/sec)",HIB,4.46,2.48,4.11,7.15,1.88,1.88,2.51,4.32,3.65,3.79,6.69 "lzbench - Test: Zstd 1 - Process: Compression (MB/s)",HIB,437,444,457,449,446,365,445,437,359,508,545 "lzbench - Test: Zstd 1 - Process: Decompression (MB/s)",HIB,1147,1180,1212,1168,1184,973,1182,1141,943,1299,1707 "lzbench - Test: Zstd 8 - Process: Compression (MB/s)",HIB,74,76,77,75,74,64,74,72,63,84,105 "lzbench - Test: Zstd 8 - Process: Decompression (MB/s)",HIB,1101,1194,1224,1124,1195,998,1193,1100,930,1298,1873 "lzbench - Test: Crush 0 - Process: Compression (MB/s)",HIB,93,98,101,96,96,82,95,91,80,109,109 "lzbench - Test: Crush 0 - Process: Decompression (MB/s)",HIB,419,428,440,428,430,353,429,418,344,509,504 "lzbench - Test: Brotli 2 - Process: Compression (MB/s)",HIB,172,176,181,176,176,146,176,172,142,196,213 "lzbench - Test: Brotli 2 - Process: Decompression (MB/s)",HIB,613,651,673,623,655,542,653,608,509,721,744 "MKL-DNN DNNL - Harness: IP Batch 1D - Data Type: f32 (ms)",LIB,2.23009,4.49985,2.39451,1.63986,4.75696,5.16658,4.41366,2.18975,2.66699,2.86715,2.37268 "MKL-DNN DNNL - Harness: IP Batch All - Data Type: f32 (ms)",LIB,10.6348,8.90795,6.79509,9.52466,9.30959,10.1930,8.84233,10.5239,11.4215,7.54439,9.42693 "MKL-DNN DNNL - Harness: IP Batch All - Data Type: u8s8f32 (ms)",LIB,4.08605,4.61054,3.23121,3.11002,4.83875,5.59275,4.53821,4.11779,4.82603,3.59218,157.223 "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, "MKL-DNN DNNL - Harness: Convolution Batch conv_all - Data Type: f32 (ms)",LIB,999.544,1948.77,765.745,496.816,2363.00,3129.93,1227.07,694.324,1578.24,878.390,954.767 "MKL-DNN DNNL - Harness: Convolution Batch conv_3d - Data Type: u8s8f32 (ms)",LIB,4896.41,9696.92,5919.94,3005.48,11821.3,12300.3,9374.60,4821.24,6329.94,6183.11,4299.20 "MKL-DNN DNNL - Harness: Deconvolution Batch deconv_1d - Data Type: f32 (ms)",LIB,2.12680,3.36432,1.46232,1.24029,3.99488,5.31087,2.23126,1.49724,3.06590,1.74515,2.63632 "MKL-DNN DNNL - Harness: Deconvolution Batch deconv_3d - Data Type: f32 (ms)",LIB,2.69700,4.88966,1.96279,1.13608,5.80420,7.63646,3.13006,1.70749,3.85512,2.27526,3.62735 "MKL-DNN DNNL - Harness: Convolution Batch conv_alexnet - Data Type: f32 (ms)",LIB,122.761,244.745,94.1937,49.8437,298.300,395.441,155.368,81.1400,197.914,108.568,127.981 "MKL-DNN DNNL - Harness: Convolution Batch conv_all - Data Type: u8s8f32 (ms)",LIB,2479.28,4826.71,2846.12,1517.44,5840.26,6241.16,4478.93,2377.91,3215.17,2967.92,15278.7 "MKL-DNN DNNL - Harness: Deconvolution Batch deconv_all - Data Type: f32 (ms)",LIB,1278.25,1920.74,1113.54,881.783,1699.69,2201.04,983.913,711.389,1364.26,1292.62,2132.72 "MKL-DNN DNNL - Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 (ms)",LIB,0.560890,0.843709,0.371036,0.394455,0.976730,1.27375,0.528632,0.369060,0.770300,0.458422,1713.58 "MKL-DNN DNNL - Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 (ms)",LIB,3112.36,6072.57,3716.98,1893.72,7189.03,7457.86,5864.26,2987.08,3849.13,3852.37,2764.35 "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, "MKL-DNN DNNL - Harness: Convolution Batch conv_alexnet - Data Type: u8s8f32 (ms)",LIB,35.9778,66.7352,26.8391,19.8143,81.0705,105.826,42.2202,26.5363,55.3361,31.9893,1318.00 "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, "MKL-DNN DNNL - Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32 (ms)",LIB,54.8190,108.161,42.0758,23.1772,131.088,171.428,69.1431,36.3716,87.5434,49.8744,84.2175 "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, "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, "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, "MKL-DNN DNNL - Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f32 (ms)",LIB,15.7542,28.4532,11.2900,7.46050,34.6031,45.0502,17.9735,11.3282,23.7028,13.4504,1124.28 "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, "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, "Mlpack Benchmark - Benchmark: scikit_ica (sec)",LIB,77.41,68.19,67.36,63.35,68.78,81.36,61.82,74.63,94.45,54.91,50.18 "Mlpack Benchmark - Benchmark: scikit_qda (sec)",LIB,42.69,34.24,30.45,38.35,37.41,40.75,31.96,44.53,50.10,32.65,53.87 "Mlpack Benchmark - Benchmark: scikit_svm (sec)",LIB,17.92,17.82,17.19,17.19,17.98,20.89,17.92,17.77,21.09,15.78,20.41 "Mlpack Benchmark - Benchmark: scikit_linearridgeregression (sec)",LIB,2.39,2.25,1.67,1.82,2.46,2.97,1.93,2.08,2.99,1.99,1.40 "NAMD - ATPase Simulation - 327,506 Atoms (days/ns)",LIB,0.60333,1.15745,0.70709,0.36226,1.51168,1.51721,1.13586,0.58237,0.76982,0.81434,0.59390 "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, "NAS Parallel Benchmarks - Test / Class: EP.C (Mop/s)",HIB,3768.66,1863.15,3194.18,6104.94,1621.48,1545.50,2044.24,4005.26,2984.02,3025.11,2941.91 "NAS Parallel Benchmarks - Test / Class: EP.D (Mop/s)",HIB,3780.59,1966.61,3283.38,6284.65,1635.78,1571.49,2094.53,3969.60,3144.70,3210.52,3034.12 "NAS Parallel Benchmarks - Test / Class: LU.C (Mop/s)",HIB,108883.40,56744.87,74255.67,140090.32,48143.49,46723.01,58594.50,106268.33,85606.53,69606.84,80113.17 "NAS Parallel Benchmarks - Test / Class: MG.C (Mop/s)",HIB,58984.18,31197.22,37089.05,69175.12,30328.65,28301.13,31633.6,58681.42,52832.47,35376.11,43604.45 "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, "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, "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, "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, "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, "Numpy Benchmark - (Score)",HIB,300.73,313.76,330.33,321.82,315.14,272.12,318.87,304.16,262.78,367.56,370.74 "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, "OSPray - Demo: XFrog Forest - Renderer: SciVis (FPS)",HIB,7.19,3.70,6.25,12.05,3.01,2.34,3.68,7.09,4.57,5.72,8.88 "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, "OSPray - Demo: NASA Streamlines - Renderer: SciVis (FPS)",HIB,55.56,28.57,50,90.91,23.26,18.18,29.41,55.56,34.48,45.45,66.67 "OSPray - Demo: XFrog Forest - Renderer: Path Tracer (FPS)",HIB,3.98,2.06,3.46,6.67,1.68,1.31,2.02,3.88,2.55,3.17,4.68 "OSPray - Demo: Magnetic Reconnection - Renderer: SciVis (FPS)",HIB,47.62,27.03,42.87,71.43,22.22,17.94,25.48,45.45,32.53,40,33.33 "OSPray - Demo: NASA Streamlines - Renderer: Path Tracer (FPS)",HIB,10.42,5.38,9.49,18.18,4.37,3.41,5.52,10.56,6.62,8.69,13.51 "PHPBench - PHP Benchmark Suite (Score)",HIB,631283,629690,649164,649693,632455,515697,632431,632601,519964,734339,649646 "PostgreSQL pgbench - Scaling: Buffer Test - Test: Normal Load - Mode: Read Only (TPS)",HIB,598798.571324,383120.690509,560887.766696,909916.490086,322051.631187,313376.779917,376860.318615,587882.232699,501697.238231,567696.505912,724726.946018 "PostgreSQL pgbench - Scaling: Buffer Test - Test: Normal Load - Mode: Read Write (TPS)",HIB,34227.724903,45518.593515,53139.057777,24466.911227,40894.896756,40373.304894,46503.283040,37715.216271,34916.030852,11704.231804,11345.076929 "PyBench - Total For Average Test Times (Milliseconds)",LIB,1100,1114,1076,1073,1101,1342,1103,1104,1343,951,894 "PyPerformance - Benchmark: float (Milliseconds)",LIB,113,114,109,109,114,137,115,113,137,94.5,103 "PyPerformance - Benchmark: regex_compile (Milliseconds)",LIB,167,168,164,164,167,204,168,167,204,157,150 "PyPerformance - Benchmark: python_startup (Milliseconds)",LIB,11.2,11.3,11.2,11.2,11.1,15.4,11.0,10.9,15.4,17.7,7.78 "PyPerformance - Benchmark: django_template (Milliseconds)",LIB,47.3,47.1,46.2,45.9,47.2,57.5,47.3,47.1,57.5,49.9,42.1 "Radiance Benchmark - Test: Serial (sec)",LIB,746.918,749.923,728.361,728.246,747.844,909.318,746.687,745.686,907.757,665.7,558.709 "Radiance Benchmark - Test: SMP Parallel (sec)",LIB,230.561,242.515,235,226.076,241.897,299.739,242.002,233.042,281.251,219.836,170.557 "Renaissance - Test: Scala Dotty (ms)",LIB,7414.619,7556.329,6664.254,6890.606,8286.123,8634.691,6999.497,7231.014,8583.014,6970.904,5194.603 "Renaissance - Test: Apache Spark Bayes (ms)",LIB,3662.767,3150.096,2674.175,3228.633,3477.331,3588.692,2856.850,3405.414,4199.411,2743.623,2116.295 "Renaissance - Test: Savina Reactors.IO (ms)",LIB,26257.008,22776.295,21975.122,26764.941,27198.080,22798.382,27198.856,27972.998,28596.105,25186.666,13698.214 "Renaissance - Test: Apache Spark PageRank (ms)",LIB,24540.720,21704.485,20621.229,23588.397,23703.029,25271.433,21743.019,24522.220,28045.920,21015.543,16952.733 "Scikit-Learn - (sec)",LIB,10.458,10.112,9.127,9.392,10.286,12.030,9.924,10.449,12.549,9.661,8.569 "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, "SMHasher - Hash: wyhash (MiB/sec)",HIB,,,,,,22004.08,19429.87,19424.11,22011.20,26298.77, "Stockfish - Total Time (Nodes/s)",HIB,74235829,38167326,62891312,119715795,32424332,31174576,39776292,75203729,60569696,61170651,96364625 "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, "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, "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, "Timed GCC Compilation - Time To Compile (sec)",LIB,1060.578,1167.683,1063.705,1005.530,1218.874,1398.020,1092.587,996.904,1268.815,994.583,660.652 "Timed GDB GNU Debugger Compilation - Time To Compile (sec)",LIB,146.439,151.909,144.643,142.695,156.299,177.772,139.120,133.444,169.704,134.824,85.510 "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, "Timed LLVM Compilation - Time To Compile (sec)",LIB,286.782,430.426,308.741,221.515,501.218,531.152,433.191,279.682,347.827,281.678,226.933 "Timed MrBayes Analysis - Primate Phylogeny Analysis (sec)",LIB,134.928,134.483,128.848,129.986,147.734,193.466,123.702,124.258,194.504,143.348,74.536 "Tungsten Renderer - Scene: Hair (sec)",LIB,11.0726,18.9840,12.6863,7.82706,22.4866,23.6129,18.6129,10.6653,13.6031,12.7104,7.50642 "Tungsten Renderer - Scene: Water Caustic (sec)",LIB,23.3367,25.0080,22.0167,21.5896,25.9635,28.8979,24.0874,23.1916,27.3948,21.5517,17.1868 "Zstd Compression - Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19 (sec)",LIB,10.449,10.355,8.203,9.137,11.122,11.430,10.330,10.206,10.978,8.380,155.004