Xeon & EPYC Tests Various Server CPU benchmarks ,,"EPYC 2 7R32","Xeon W-3275M","Xeon Platinum 8259CL","2 x Xeon Platinum 8259CL NUMA off","2 x Xeon Platinum 8259CL","Xeon Platinum 8272CL","2 x Xeon Platinum 8272CL NUMA off","2 x Xeon Platinum 8272CL","Xeon Platinum 8280","2 x Xeon Platinum 8280","Xeon Platinum 8375C","2 x Xeon Platinum 8375C NUMA off","2 x Xeon Platinum 8375C","2 x Xeon Platinum 8490H SNC 2" Processor,,AMD EPYC 7R32 48-Core @ 2.80GHz (48 Cores / 96 Threads),Intel Xeon W-3275M @ 4.60GHz (28 Cores / 56 Threads),Intel Xeon Platinum 8259L @ 3.50GHz (24 Cores / 48 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),Intel Xeon Platinum 8272CL @ 3.70GHz (26 Cores / 52 Threads),2 x Intel Xeon Platinum 8272CL @ 3.70GHz (52 Cores / 104 Threads),2 x Intel Xeon Platinum 8272CL @ 3.70GHz (52 Cores / 104 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 Platinum 8375C @ 3.50GHz (32 Cores / 64 Threads),2 x Intel Xeon Platinum 8375C @ 3.50GHz (64 Cores / 128 Threads),2 x Intel Xeon Platinum 8375C @ 3.50GHz (64 Cores / 128 Threads),2 x Intel Xeon Platinum 8490H @ 1.90GHz (120 Cores / 240 Threads) Motherboard,,Supermicro H11SSL-i v2.00 (2.1 BIOS),Supermicro X11SPA-T v1.01 (3.1 BIOS),ASRockRack EP2C621D16-4LP (P2.20 BIOS),ASRockRack EP2C621D16-4LP (P2.20 BIOS),ASRockRack EP2C621D16-4LP (P2.20 BIOS),ASRockRack EP2C621D16-4LP (P2.20 BIOS),ASRockRack EP2C621D16-4LP (P2.20 BIOS),ASRockRack EP2C621D16-4LP (P2.20 BIOS),GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS),GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS),Supermicro X12DPi-N6 v1.00 (1.0a BIOS),Supermicro X12DPi-N6 v1.00 (1.0a BIOS),Supermicro X12DPi-N6 v1.00 (1.0a BIOS),Supermicro X13DDW-A v1.01 (1.0a BIOS) Chipset,,AMD Starship/Matisse,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 Device 0998,Intel Device 0998,Intel Device 0998,Intel Device 1bce Memory,,8 x 16384 MB DDR4-3200MT/s HMA82GR7CJR8N-XN,188GB,6 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XN,12 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XN,12 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XN,6 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XN,12 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XN,12 x 16384 MB DDR4-3200MT/s Hynix HMA82GR7CJR8N-XN,6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM,12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM,8 x 16384 MB DDR4-3200MT/s Samsung M393A2K43CB2-CWE,16 x 16384 MB DDR4-3200MT/s Samsung M393A2K43CB2-CWE,16 x 16384 MB DDR4-3200MT/s Samsung M393A2K43CB2-CWE,1008GB Disk,,32GB Mass Storage + 256GB TOSHIBA THNSNJ25 + 600GB INTEL SSDSC2BB60 + 6001GB HGST HUS726060AL,2 x 1024GB Samsung SSD 970 PRO 1TB,256GB TOSHIBA THNSNJ25,256GB TOSHIBA THNSNJ25,256GB TOSHIBA THNSNJ25,256GB TOSHIBA THNSNJ25,600GB INTEL SSDSC2BB60 + 10001GB Seagate ST10000NM0016-1T + 256GB TOSHIBA THNSNJ25,256GB TOSHIBA THNSNJ25,280GB INTEL SSDPED1D280GA,280GB INTEL SSDPED1D280GA,600GB INTEL SSDSC2BB60 + 10001GB Seagate ST10000NM0016-1T + 256GB TOSHIBA THNSNJ25,600GB INTEL SSDSC2BB60 + 10001GB Seagate ST10000NM0016-1T + 256GB TOSHIBA THNSNJ25,600GB INTEL SSDSC2BB60 + 10001GB Seagate ST10000NM0016-1T + 256GB TOSHIBA THNSNJ25,2 x 7682GB SAMSUNG MZWLJ7T6HALA-0007C + 400GB Micron_7450_MTFDKBA400TFS + 29990GB SlowStorage + 1917GB SASCache + 960GB EX-Calibur Graphics,,llvmpipe 126GB,eVGA NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz),llvmpipe 93GB,llvmpipe 188GB,llvmpipe 188GB,llvmpipe 93GB,llvmpipe 188GB,llvmpipe 188GB,ASPEED,ASPEED,llvmpipe 126GB,llvmpipe 251GB,llvmpipe 252GB,llvmpipe Monitor,,Crystal View,BenQ SW271,DELL UP2516D,DELL UP2516D,DELL UP2516D,DELL UP2516D,DELL UP2516D,DELL UP2516D,VE228,VE228,Crystal View,Crystal View,Crystal View, Network,,2 x Intel I210,Intel I210 + Aquantia AQC107 NBase-T/IEEE,4 x Intel X722 for 1GbE,4 x Intel X722 for 1GbE,4 x Intel X722 for 1GbE,4 x Intel X722 for 1GbE,4 x Intel X722 for 1GbE,4 x Intel X722 for 1GbE,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 I350,2 x Intel I350,2 x Intel I350,2 x Intel I350 Audio,,,Realtek ALC888-VD,NVIDIA Device 10f8,NVIDIA Device 10f8,NVIDIA Device 10f8,NVIDIA Device 10f8,NVIDIA Device 10f8,NVIDIA Device 10f8,,,,,,NVIDIA GK107 HDMI Audio OS,,Ubuntu 19.10,Ubuntu 19.10,Ubuntu 19.10,Ubuntu 19.10,Ubuntu 19.10,Ubuntu 19.10,Ubuntu 19.10,Ubuntu 19.10,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 19.10,Ubuntu 19.10,Ubuntu 19.10,Ubuntu 22.10 Kernel,,5.3.0-64-generic (x86_64),5.3.0-46-generic (x86_64),5.3.0-64-generic (x86_64),5.3.0-64-generic (x86_64),5.3.0-64-generic (x86_64),5.3.0-64-generic (x86_64),5.3.0-64-generic (x86_64),5.3.0-64-generic (x86_64),5.4.0-18-generic (x86_64),5.4.0-18-generic (x86_64),5.3.0-64-generic (x86_64),5.3.0-64-generic (x86_64),5.3.0-64-generic (x86_64),5.19.0-29-generic (x86_64) Desktop,,GNOME Shell 3.34.1,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,GNOME Shell 3.34.1,GNOME Shell 3.36.0,GNOME Shell 3.36.0,GNOME Shell 3.34.1,GNOME Shell 3.34.1,GNOME Shell 3.34.1,GNOME Shell 43.0 Display Server,,X Server,X Server 1.20.5,X Server,X Server,X Server,X Server,X Server,X Server,X Server 1.20.7,X Server 1.20.7,X Server,X Server,X Server,X Server 1.21.1.4 OpenGL,,3.3 Mesa 19.2.8 (LLVM 9.0 128 bits),4.6.0,3.3 Mesa 19.2.8 (LLVM 9.0 256 bits),3.3 Mesa 19.2.8 (LLVM 9.0 256 bits),3.3 Mesa 19.2.8 (LLVM 9.0 256 bits),3.3 Mesa 19.2.8 (LLVM 9.0 256 bits),3.3 Mesa 19.2.8 (LLVM 9.0 256 bits),3.3 Mesa 19.2.8 (LLVM 9.0 256 bits),,,3.3 Mesa 19.2.8 (LLVM 9.0 256 bits),3.3 Mesa 19.2.8 (LLVM 9.0 256 bits),3.3 Mesa 19.2.8 (LLVM 9.0 256 bits),4.5 Mesa 22.2.1 (LLVM 15.0.2 256 bits) Compiler,,GCC 9.2.1 20191008,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,GCC 9.2.1 20191008,GCC 9.3.0,GCC 9.3.0,GCC 9.2.1 20191008,GCC 9.2.1 20191008,GCC 9.2.1 20191008,GCC 12.2.0 File-System,,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4 Screen Resolution,,800x600,3840x2160,2560x1440,2560x1440,2560x1440,2560x1440,2560x1440,2560x1440,1024x768,1024x768,800x600,800x600,800x600,1024x768 Display Driver,,,NVIDIA 430.50,,,,,,,modesetting 1.20.7,modesetting 1.20.7,,,,modesetting 1.21.1 ,,"EPYC 2 7R32","Xeon W-3275M","Xeon Platinum 8259CL","2 x Xeon Platinum 8259CL NUMA off","2 x Xeon Platinum 8259CL","Xeon Platinum 8272CL","2 x Xeon Platinum 8272CL NUMA off","2 x Xeon Platinum 8272CL","Xeon Platinum 8280","2 x Xeon Platinum 8280","Xeon Platinum 8375C","2 x Xeon Platinum 8375C NUMA off","2 x Xeon Platinum 8375C","2 x Xeon Platinum 8490H SNC 2" "ArrayFire - Test: BLAS CPU (GFLOPS)",HIB,990.798,3128.39,2950.16,5650.71,5319.58,3281.58,6330.93,3972.32,3432.16,3430.28,4875.47,4631.38,4520.18,5997.48 "Blender - Blend File: Classroom - Compute: CPU-Only (sec)",LIB,101.34,213.36,246.81,124.67,124.59,215.91,109.34,109.91,198.25,100.47,136.55,74.20,75.73,45.75 "LuxCoreRender - Scene: DLSC (M samples/sec)",HIB,7.28,3.53,3.04,5.86,5.88,3.63,6.95,6.99,3.79,7.19,5.58,10.09,10.15,15.61 "OSPray - Demo: XFrog Forest - Renderer: Path Tracer (FPS)",HIB,5.85,3.17,2.96,5.71,5.71,3.33,6.41,6.44,3.46,6.67,5.18,9.88,9.88,13.89 "LuxCoreRender - Scene: Rainbow Colors and Prism (M samples/sec)",HIB,8.12,3.79,3.30,5.52,6.40,3.92,6.79,7.44,4.11,7.15,6.02,10.91,10.90,15.41 "OSPray - Demo: San Miguel - Renderer: Path Tracer (FPS)",HIB,4.73,3.25,3.00,5.54,5.58,3.36,6.21,6.25,3.52,6.53,5.16,9.52,9.52,13.89 "NAS Parallel Benchmarks - Test / Class: SP.B (Mop/s)",HIB,51225.18,31426.53,24288.34,38493.57,53978.90,29919.01,46295.79,66865.45,32682.14,70893.41,46438.58,86029.32,112350.47, "High Performance Conjugate Gradient - (GFLOP/s)",HIB,17.0608,14.1623,13.6425,16.5171,27.1060,,16.5282,26.7025,14.9097,28.8542,20.1687,27.2072,39.1562,62.2548 "Embree - Binary: Pathtracer - Model: Asian Dragon (FPS)",HIB,52.9532,30.1057,26.0638,46.9084,46.7920,30.5653,54.1964,54.2041,32.2474,57.4870,44.3055,78.5379,78.7672,116.1626 "Embree - Binary: Pathtracer - Model: Asian Dragon Obj (FPS)",HIB,47.5806,27.1952,23.7192,42.4946,42.7613,27.6685,49.1061,49.2815,29.2061,51.7853,40.1846,70.0543,70.3883,102.6648 "Embree - Binary: Pathtracer ISPC - Model: Asian Dragon (FPS)",HIB,52.3541,35.1495,32.9088,59.0502,59.0563,36.7524,65.5452,65.3679,38.3100,68.4241,53.5720,95.9857,95.2706,140.5892 "Embree - Binary: Pathtracer - Model: Crown (FPS)",HIB,47.6464,24.5503,21.3829,38.1033,38.1222,25.1218,43.9894,43.8238,26.2800,45.6121,37.6339,69.1392,69.2648,90.8786 "Stockfish - Total Time (Nodes/s)",HIB,116765028,61170651,54437117,104106676,103513853,58172107,109753377,112362723,62891312,119715795,85313242,153113492,152906860,225851950 "Embree - Binary: Pathtracer ISPC - Model: Asian Dragon Obj (FPS)",HIB,45.4330,30.3458,28.2928,50.8648,50.9769,31.5675,56.4595,56.5067,33.0490,58.6945,46.1437,82.3164,81.9009,116.1889 "Embree - Binary: Pathtracer ISPC - Model: Crown (FPS)",HIB,45.1869,26.4010,24.7267,46.4184,46.1757,27.7844,50.9460,51.1982,28.7730,53.2304,42.5975,78.5535,78.6342,101.5194 "OSPray - Demo: NASA Streamlines - Renderer: Path Tracer (FPS)",HIB,16.60,8.69,8.09,15.54,15.625,9.09,17.44,17.54,9.49,18.18,14.22,27.03,27.03,33.12 "Intel MPI Benchmarks - Test: IMB-P2P PingPong (Msg/sec)",HIB,20348261.028985,20246604.623188,16759832.26087,32444647.434783,31988149.246377,19096342.652174,36872935.144928,36807805.927536,16653864.768116,31821690.550725,24658155.956522,49151696.057971,50148418.000000,67353263.736111 "MKL-DNN DNNL - Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 (ms)",LIB,1131.13,0.458422,0.415614,0.361414,0.376222,0.378229,0.336426,0.351719,0.371036,0.394455,0.301007,0.306309,0.299473, "Blender - Blend File: Pabellon Barcelona - Compute: CPU-Only (sec)",LIB,132.04,265.41,305.20,157.99,158.13,271.68,142.81,143.31,246.31,129.01,177.57,99.21,100.51,76.32 "MKL-DNN DNNL - Harness: IP Batch 1D - Data Type: f32 (ms)",LIB,1.67560,2.86715,2.69977,1.53729,1.57687,2.38606,1.63106,1.60641,2.39451,1.63986,1.08553,0.765279,0.731753, "asmFish - 1024 Hash Memory, 26 Depth (Nodes/s)",HIB,113278977,66225641,59350794,105070606,119912357,64230868,107388344,122933930,68762075,133839896,93896899,148521449,164553317,230914570 "OSPray - Demo: XFrog Forest - Renderer: SciVis (FPS)",HIB,11.03,5.72,5.38,10.32,10.42,6.02,11.63,11.63,6.25,12.05,9.38,17.86,17.86,20.69 "PostgreSQL pgbench - Scaling: Buffer Test - Test: Normal Load - Mode: Read Only (TPS)",HIB,891303.121943,567696.505912,512031.419231,790827.572464,795715.311355,546028.338296,873066.757012,857060.935930,560887.766696,909916.490086,751908.533381,735555.970405,1063447.923986,285712.304095 "NAS Parallel Benchmarks - Test / Class: BT.C (Mop/s)",HIB,106415.53,69347.58,51975.35,84766.14,104107.99,69011.35,102113.05,131794.23,71842.34,136046.53,96192.05,164568.74,188359.36, "NAS Parallel Benchmarks - Test / Class: EP.D (Mop/s)",HIB,3570.46,3210.52,2677.64,5284.34,5310.16,3033.28,5973.18,6088.08,3283.38,6284.65,4730.26,9334.31,9339.04, "NAMD - ATPase Simulation - 327,506 Atoms (days/ns)",LIB,0.48614,0.81434,0.86925,0.45422,0.44551,0.77724,0.40173,0.38840,0.70709,0.36226,0.46948,0.25632,0.24941,0.27311 "MKL-DNN DNNL - Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 (ms)",LIB,1899.24,3852.37,4426.06,2252.67,2238.05,3985.10,2063.23,2064.02,3716.98,1893.72,2530.96,1295.48,1320.60, "Blender - Blend File: BMW27 - Compute: CPU-Only (sec)",LIB,41.76,74.96,86.89,48.00,47.63,75.86,41.22,41.33,69.80,38.79,52.28,31.09,31.10,25.69 "Mlpack Benchmark - Benchmark: scikit_ica (sec)",LIB,49.47,54.91,61.20,57.69,58.48,58.57,55.90,54.84,67.36,63.35,45.50,44.03,44.68,20.00 "Mlpack Benchmark - Benchmark: scikit_linearridgeregression (sec)",LIB,1.79,1.99,2.00,2.42,2.30,1.91,2.13,2.16,1.67,1.82,2.54,2.75,2.60,5.59 "NAS Parallel Benchmarks - Test / Class: MG.C (Mop/s)",HIB,49330.15,35376.11,33490.03,43490.15,63393.35,34708.60,45188.23,66470.56,37089.05,69175.12,50840.76,82390.24,111939.62, "MKL-DNN DNNL - Harness: IP Batch 1D - Data Type: bf16bf16bf16 (ms)",LIB,,5.56304,5.69900,4.46440,4.48918,5.59680,2.85310,2.89086,4.83170,3.65964,2.41906,1.74213,1.73950, "MKL-DNN DNNL - Harness: Deconvolution Batch deconv_all - Data Type: f32 (ms)",LIB,1485.47,1292.62,1029.24,743.695,739.163,1123.68,877.207,881.087,1113.54,881.783,724.602,458.494,469.428, "OSPray - Demo: NASA Streamlines - Renderer: SciVis (FPS)",HIB,76.92,45.45,43.48,76.92,76.92,47.62,90.91,90.91,50,90.91,71.43,136.90,140.48,95.93 "John The Ripper - Test: MD5 (Real C/S)",HIB,3972000,3654000,3384000,6608333,6554667,3727667,7102667,7150000,4090000,7880000,5714333,10714333,10497333, "MKL-DNN DNNL - Harness: Convolution Batch conv_alexnet - Data Type: bf16bf16bf16 (ms)",LIB,,702.065,796.753,399.308,399.298,662.755,332.319,337.883,637.374,320.060,500.120,251.826,252.406, "MKL-DNN DNNL - Harness: Convolution Batch conv_all - Data Type: bf16bf16bf16 (ms)",LIB,,3880.44,4364.00,2198.18,2197.81,3639.27,1842.97,1844.78,3497.47,1766.35,2712.07,1381.17,1421.84, "John The Ripper - Test: Blowfish (Real C/S)",HIB,66475,40326,35599,70955,70888,39604,78420,78301,42864,84084,56326,111847,109978, "MKL-DNN DNNL - Harness: Convolution Batch conv_googlenet_v3 - Data Type: bf16bf16bf16 (ms)",LIB,,188.611,207.911,106.714,106.893,173.381,90.2636,90.3982,166.984,86.5391,129.595,67.9688,71.0060, "OSPray - Demo: San Miguel - Renderer: SciVis (FPS)",HIB,58.82,34.48,32.97,61.58,62.5,37.04,66.67,66.67,38.46,69.52,54.39,99.24,100,85.23 "MKL-DNN DNNL - Harness: Convolution Batch conv_3d - Data Type: bf16bf16bf16 (ms)",LIB,,16.5906,17.3217,9.18751,9.20665,14.0747,7.65561,7.67517,14.0780,7.92912,10.7508,5.71963,5.81243, "Chaos Group V-RAY - Mode: CPU (Ksamples)",HIB,62897,33014,29061,53051,51803,33947,62175,61378,34710,64331,44760,87937,87388,74975 "Blender - Blend File: Fishy Cat - Compute: CPU-Only (sec)",LIB,65.67,118.09,134.22,79.22,79.00,119.36,70.22,70.12,110.67,66.39,81.64,53.69,53.96,44.63 "OSPray - Demo: Magnetic Reconnection - Renderer: SciVis (FPS)",HIB,40,40,37.04,62.5,62.5,40,71.43,71.43,42.87,71.43,62.5,111.11,108.33,96.97 "MKL-DNN DNNL - Harness: Convolution Batch conv_3d - Data Type: u8s8f32 (ms)",LIB,3076.76,6183.11,7095.62,3548.60,3551.38,6437.60,3243.00,3271.40,5919.94,3005.48,4454.22,2382.11,2540.74, "Appleseed - Scene: Material Tester (sec)",LIB,175.193708,124.147301,127.996296,197.293774,185.229734,129.0306,195.111486,186.306033,123.979103,193.44241,90.819752,179.240906,185.454977,263.109087 "MKL-DNN DNNL - Harness: Deconvolution Batch deconv_all - Data Type: bf16bf16bf16 (ms)",LIB,,3293.94,3368.21,1904.45,1904.28,2751.00,1833.27,1838.60,2935.99,1779.15,2063.42,1166.69,1211.21, "MKL-DNN DNNL - Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32 (ms)",LIB,42.5413,49.8744,48.0640,25.0672,25.7722,45.1271,23.6729,24.1147,42.0758,23.1772,30.8279,17.3496,21.0065, "Basis Universal - Settings: UASTC Level 3 (sec)",LIB,19.193,30.634,35.983,23.147,23.088,32.199,21.120,21.404,30.689,19.885,26.597,17.341,16.915,12.849 "MKL-DNN DNNL - Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16 (ms)",LIB,,7.61595,7.98292,4.46523,4.49039,6.59778,3.95067,3.98393,6.55374,4.06847,4.97888,2.91495,3.07797, "NAS Parallel Benchmarks - Test / Class: LU.C (Mop/s)",HIB,99821.89,69606.84,65522.46,94642.99,120961.91,,,,74255.67,140090.32,97414.07,152798.56,177387.18, "MKL-DNN DNNL - Harness: Convolution Batch conv_all - Data Type: f32 (ms)",LIB,710.140,878.390,874.201,461.935,559.468,821.967,436.860,534.328,765.745,496.816,598.187,327.276,399.240, "MKL-DNN DNNL - Harness: IP Batch All - Data Type: f32 (ms)",LIB,8.88390,7.54439,7.89071,6.65842,9.97669,7.40704,6.38652,9.71355,6.79509,9.52466,4.59550,3.73031,6.00264, "MKL-DNN DNNL - Harness: Deconvolution Batch deconv_3d - Data Type: f32 (ms)",LIB,2.20471,2.27526,2.20053,1.26395,1.26649,2.16581,1.25294,1.25127,1.96279,1.13608,1.34096,0.851007,0.852518, "NAS Parallel Benchmarks - Test / Class: EP.C (Mop/s)",HIB,3485.99,3025.11,2641.32,5059.02,5052.63,2974.15,5667.76,5763.37,3194.18,6104.94,4003.82,6744.57,6352.44, "MKL-DNN DNNL - Harness: Convolution Batch conv_alexnet - Data Type: f32 (ms)",LIB,96.6881,108.568,107.804,55.3565,56.6465,98.6664,51.4429,52.9979,94.1937,49.8437,83.3609,42.9103,43.8561, "MKL-DNN DNNL - Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16 (ms)",LIB,,8.46273,9.37107,4.85689,4.87194,8.31677,4.49464,4.49405,7.69605,4.35817,6.07117,3.77769,3.78319, "Tungsten Renderer - Scene: Hair (sec)",LIB,7.67455,12.7104,14.8046,9.09073,9.26217,13.8818,8.34744,8.66791,12.6863,7.82706,9.21365,6.11790,6.05668,7.63823 "dav1d - Video Input: Summer Nature 4K (FPS)",HIB,321.17,256.60,205.63,212.99,215.64,208.50,211.05,216.00,199.08,221.31,247.86,246.96,251.63,133.31 "PHPBench - PHP Benchmark Suite (Score)",HIB,500524,734339,569793,574348,573483,604857,606436,606548,649164,649693,712140,704453,708571,311284 "PyPerformance - Benchmark: python_startup (Milliseconds)",LIB,16.3,17.7,11.4,22.6,11.3,11.6,25.2,11.8,11.2,11.2,19.8,20.4,19.8,19.4 "dav1d - Video Input: Chimera 1080p 10-bit (FPS)",HIB,140.14,81.60,67.33,88.66,89.55,63.01,82.65,82.87,65.40,85.14,96.93,118.88,118.37,73.96 "Blender - Blend File: Barbershop - Compute: CPU-Only (sec)",LIB,177.79,304.79,350.47,211.37,211.33,310.51,195.61,195.96,287.80,187.33,218.42,158.72,161.71,255.01 "MKL-DNN DNNL - Harness: Deconvolution Batch deconv_1d - Data Type: f32 (ms)",LIB,2.22540,1.74515,1.63928,1.22589,1.25795,1.47084,1.30395,1.34411,1.46232,1.24029,1.24001,1.03115,1.01890, "dav1d - Video Input: Summer Nature 1080p (FPS)",HIB,676.16,537.84,353.78,400.24,431.76,315.51,371.48,391.25,323.20,409.88,444.30,478.05,500.83,322.96 "Appleseed - Scene: Emily (sec)",LIB,147.685856,196.929786,219.3197,163.707232,161.846314,211.941251,161.376814,162.495615,197.649505,154.980752,156.215935,213.505962,214.954687,310.856869 "Himeno Benchmark - Poisson Pressure Solver (MFLOPS)",HIB,3769.723664,3866.090988,3152.501437,3130.858713,3147.907521,3318.979166,3315.295471,3331.377403,3510.205159,3514.604106,4214.944079,4198.514691,4211.210842,6347.858434 "MKL-DNN DNNL - Harness: Convolution Batch conv_googlenet_v3 - Data Type: u8s8f32 (ms)",LIB,730.306,13.4504,12.7059,7.63651,8.74794,12.0288,6.82540,7.79708,11.2900,7.46050,7.35038,4.71574,5.35426, "MKL-DNN DNNL - Harness: Convolution Batch conv_alexnet - Data Type: u8s8f32 (ms)",LIB,1301.36,31.9893,30.8800,19.3723,22.3830,27.9779,18.3929,20.0909,26.8391,19.8143,17.7241,10.9680,12.3317, "MKL-DNN DNNL - Harness: IP Batch All - Data Type: u8s8f32 (ms)",LIB,149.339,3.59218,3.43236,2.78193,3.04866,3.34427,3.10530,3.29615,3.23121,3.11002,1.84515,1.49865,1.44613, "Zstd Compression - Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19 (sec)",LIB,9.230,8.380,9.672,10.294,9.949,8.307,10.088,9.653,8.203,9.137,7.283,8.422,8.179,77.306 "MKL-DNN DNNL - Harness: Convolution Batch conv_all - Data Type: u8s8f32 (ms)",LIB,11728.8,2967.92,3402.07,1734.20,1793.75,3089.34,1579.11,1640.45,2846.12,1517.44,2125.83,1107.34,1166.32, "Mlpack Benchmark - Benchmark: scikit_qda (sec)",LIB,39.54,32.65,31.98,41.29,42.88,31.51,40.35,40.64,30.45,38.35,26.51,29.53,29.92,21.77 "Intel Open Image Denoise - Scene: Memorial (Images / Sec)",HIB,28.71,27.35,27.99,33.10,33.89,30.22,33.57,35.52,31.10,34.49,36.56,32.29,32.96,53.50 "DeepSpeech - Acceleration: CPU (sec)",LIB,72.81599,123.85252,117.35692,135.05100,117.72613,117.86644,140.43949,123.81472,118.09377,122.22468,103.08017,113.28772,108.16158,131.49419 "Appleseed - Scene: Disney Material (sec)",LIB,62.431047,106.643392,120.169346,73.216224,73.581913,117.151798,72.848426,73.503828,103.833099,68.618272,78.57949,64.970654,64.750754,86.473048 "Timed Linux Kernel Compilation - Time To Compile (sec)",LIB,24.005,36.367,41.137,29.276,27.581,38.734,28.129,26.583,40.898,27.309,29.357,22.410,21.399, "Mlpack Benchmark - Benchmark: scikit_svm (sec)",LIB,15.16,15.78,18.67,19.62,18.76,17.83,19.05,17.94,17.19,17.19,17.05,17.54,17.08,10.26 "Timed LLVM Compilation - Time To Compile (sec)",LIB,200.039,281.678,317.610,244.940,232.053,301.531,230.854,216.886,308.741,221.515,215.837,178.751,167.672, "Renaissance - Test: Scala Dotty (ms)",LIB,6577.343,6970.904,7200.752,7566.342,7256.920,6900.193,7347.079,6956.901,6664.254,6890.606,8999.768,9170.215,9329.431,12164.527 "Scikit-Learn - (sec)",LIB,10.419,9.661,12.088,12.954,12.459,11.212,12.055,11.763,9.127,9.392,9.566,9.472,9.332,7.165 "Nettle - Test: aes256 (Mbyte/s)",HIB,4665.33,7070.60,5517.02,5523.31,5513.08,5830.30,5852.82,5852.22,6313.16,6320.00,8052.90,8007.34,8044.39, "SVT-AV1 - Encoder Mode: Enc Mode 4 - Input: 1080p (FPS)",HIB,5.714,6.389,5.112,5.996,5.955,5.653,6.455,6.399,6.030,7.033,4.098,5.204,4.837, "Nettle - Test: poly1305-aes (Mbyte/s)",HIB,2046.35,3207.98,2492.48,2516.87,2497.86,2661.61,2657.68,2654.23,2867.48,2868.69,1909.60,1909.43,1963.03, "Timed MrBayes Analysis - Primate Phylogeny Analysis (sec)",LIB,92.361,143.348,138.846,141.898,139.750,133.483,134.883,134.997,128.848,129.986,99.688,103.112,101.872,85.711 "PyBench - Total For Average Test Times (Milliseconds)",LIB,1226,951,1250,1253,1252,1184,1182,1182,1076,1073,978,979,980,774 "SVT-AV1 - Encoder Mode: Enc Mode 8 - Input: 1080p (FPS)",HIB,54.472,53.819,46.873,52.314,53.040,51.591,53.961,54.135,51.917,56.982,41.842,67.084,65.295, "Nettle - Test: chacha (Mbyte/s)",HIB,750.357,1172.153,920.513,917.505,917.750,970.383,975.081,974.458,1051.111,1051.936,822.108,815.179,821.177, "PyPerformance - Benchmark: float (Milliseconds)",LIB,,94.5,122,123,123,,117,117,109,109,134,134,133,147 "Tungsten Renderer - Scene: Water Caustic (sec)",LIB,22.3247,21.5517,25.3555,24.7792,24.5437,24.2127,23.8207,23.9077,22.0167,21.5896,23.4206,23.6432,23.4941,33.1725 "Radiance Benchmark - Test: SMP Parallel (sec)",LIB,219.652,219.836,273.125,255.588,258.343,257.232,241.063,246.159,235,226.076,201.224,198.501,200.8,184.084 "Radiance Benchmark - Test: Serial (sec)",LIB,730.7,665.7,842.099,841.323,841.647,796.578,797.156,796.433,728.361,728.246,654.183,654.575,654.978,571.507 "Timed GDB GNU Debugger Compilation - Time To Compile (sec)",LIB,108.675,134.824,132.228,146.435,129.689,142.501,159.498,143.645,144.643,142.695,139.362,149.863,140.610, "lzbench - Test: Zstd 8 - Process: Decompression (MB/s)",HIB,1266,1298,1089,966,1011,1145,1022,1058,1224,1124,1412,1291,1320, "PyPerformance - Benchmark: django_template (Milliseconds)",LIB,66.4,49.9,64.1,64.1,64.2,60.6,60.8,60.6,46.2,45.9,65.4,65.3,63.2,57.7 "PyPerformance - Benchmark: regex_compile (Milliseconds)",LIB,213,157,200,200,200,,190,189,164,164,186,191,183,226 "Renaissance - Test: Apache Spark PageRank (ms)",LIB,21641.954,21015.543,22226.845,25636.694,25275.159,21895.643,24909.655,23916.230,20621.229,23588.397,19555.057,22022.805,22456.612,27292.359 "Nettle - Test: sha512 (Mbyte/s)",HIB,478.09,550.93,436.73,438.23,437.62,462.78,465.40,465.18,501.98,500.98,396.69,396.53,456.39, "lzbench - Test: Crush 0 - Process: Compression (MB/s)",HIB,81,109,91,86,88,97,93,93,101,96,111,109,106, "Build2 - Time To Compile (sec)",LIB,59.956,66.415,76.147,69.195,66.667,74.265,65.772,68.558,74.118,62.776,60.326,56.014,56.155, "lzbench - Test: Crush 0 - Process: Decompression (MB/s)",HIB,380,509,404,396,394,427,412,415,440,428,422,416,413, "lzbench - Test: Brotli 2 - Process: Decompression (MB/s)",HIB,564,721,587,543,551,619,571,580,673,623,624,617,600, "Numpy Benchmark - (Score)",HIB,323.58,367.56,321.13,293.53,310.40,340.72,313.35,324.39,330.33,321.82,374.90,316.75,370.96,387.76 "Timed GCC Compilation - Time To Compile (sec)",LIB,849.192,994.583,1067.641,1073.762,1012.035,1107.366,1110.204,1068.472,1063.705,1005.530,1006.635,1024.084,970.916,906.597 "SMHasher - Hash: wyhash (cycles/hash)",LIB,,18.508,24.187,24.154,24.151,23.676,23.671,23.645,22.678,22.677,,,, "SMHasher - Hash: wyhash (MiB/sec)",HIB,,26298.77,20221.25,20231.58,20225.18,20556.96,20554.92,20553.05,,,,,, "lzbench - Test: Zstd 8 - Process: Compression (MB/s)",HIB,83,84,71,71,69,75,74,73,77,75,89,88,86, "lzbench - Test: Zstd 1 - Process: Decompression (MB/s)",HIB,1148,1299,1061,1032,1027,1122,1078,1088,1212,1168,1321,1271,1258, "DaCapo Benchmark - Java Test: Jython (msec)",LIB,5246,4321,5012,5161,5172,4786,5037,5013,4547,4711,5112,5400,5338,5547 "lzbench - Test: Zstd 1 - Process: Compression (MB/s)",HIB,418,508,410,407,399,430,430,423,457,449,464,461,453, "lzbench - Test: Brotli 2 - Process: Compression (MB/s)",HIB,165,196,160,159,157,168,168,166,181,176,184,183,178, "Basis Universal - Settings: ETC1S (sec)",LIB,54.310,47.653,57.399,58.280,57.826,54.194,55.456,55.278,51.446,52.694,48.227,48.921,49.403,49.465 "PostgreSQL pgbench - Scaling: Buffer Test - Test: Normal Load - Mode: Read Write (TPS)",HIB,6105.728957,11704.231804,5941.318141,3168.732081,4009.405331,4087.302897,4921.077096,2150.917652,53139.057777,24466.911227,3870.433016,4148.688294,3301.679958,25348.060657 "SVT-VP9 - Tuning: Visual Quality Optimized - Input: Bosphorus 1080p (FPS)",HIB,291.17,282.18,256.24,229.53,229.91,256.02,227.90,227.89,265.40,233.17,266.29,243.24,249.76, "ArrayFire - Test: Conjugate Gradient CPU (ms)",LIB,35.13,4.423,4.677,7.604,8.430,4.196,8.947,7.467,4.115,7.481,2.814,4.036,7.355,7.584 "Renaissance - Test: Savina Reactors.IO (ms)",LIB,19303.561,25186.666,26711.173,28251.828,28107.036,23866.740,28365.568,27891.301,21975.122,26764.941,21743.322,29523.645,31368.935,55609.509 "Renaissance - Test: Apache Spark Bayes (ms)",LIB,3057.059,2743.623,3017.325,3813.746,3495.612,2739.002,3859.379,3402.046,2674.175,3228.633,3492.991,5550.055,4402.823,12656.379 "LAMMPS Molecular Dynamics Simulator - Model: Rhodopsin Protein (ns/day)",HIB,20.821,14.562,13.040,21.887,22.535,14.014,22.666,23.434,15.314,24.788,15.901,27.345,25.982,29.987 "CloverLeaf - Lagrangian-Eulerian Hydrodynamics (sec)",LIB,0.36,1.14,1.11,0.63,0.78,1.05,0.61,0.71,0.96,0.69,0.51,0.33,0.35,0.61