Benchmarks by Michael Larabel for a future article. 2 x Intel Xeon Max 9480 testing with a Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS) and ASPEED on Ubuntu 24.04 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 2405073-NE-UPLOAD15789
2024 Server CPUs
Benchmarks by Michael Larabel for a future article. 2 x Intel Xeon Max 9480 testing with a Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS) and ASPEED on Ubuntu 24.04 via the Phoronix Test Suite.
,,"Xeon Platinum 8490H","Xeon Platinum 8490H 2P","Xeon Platinum 8592+","Xeon Platinum 8592+ 2P","Xeon Max 9468","Xeon Max 9468 2P","Xeon Max 9480","Xeon Max 9480 2P"
Processor,,Intel Xeon Platinum 8490H @ 3.50GHz (60 Cores / 120 Threads),2 x Intel Xeon Platinum 8490H @ 3.50GHz (120 Cores / 240 Threads),INTEL XEON PLATINUM 8592+ @ 3.90GHz (64 Cores / 128 Threads),2 x INTEL XEON PLATINUM 8592+ @ 3.90GHz (128 Cores / 256 Threads),Intel Xeon Max 9468 @ 3.50GHz (48 Cores / 96 Threads),2 x Intel Xeon Max 9468 @ 3.50GHz (96 Cores / 192 Threads),Intel Xeon Max 9480 @ 3.50GHz (56 Cores / 112 Threads),2 x Intel Xeon Max 9480 @ 3.50GHz (112 Cores / 224 Threads)
Motherboard,,Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS),Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS),Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS),Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS),Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS),Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS),Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS),Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS)
Chipset,,Intel Device 1bce,Intel Device 1bce,Intel Device 1bce,Intel Device 1bce,Intel Device 1bce,Intel Device 1bce,Intel Device 1bce,Intel Device 1bce
Memory,,512GB,1008GB,512GB,1008GB,576GB,1136GB,576GB,1136GB
Disk,,2 x 1920GB KIOXIA KCD8XPUG1T92,2 x 1920GB KIOXIA KCD8XPUG1T92,2 x 1920GB KIOXIA KCD8XPUG1T92,2 x 1920GB KIOXIA KCD8XPUG1T92,2 x 1920GB KIOXIA KCD8XPUG1T92,2 x 1920GB KIOXIA KCD8XPUG1T92,2 x 1920GB KIOXIA KCD8XPUG1T92,2 x 1920GB KIOXIA KCD8XPUG1T92
Graphics,,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED
Network,,,2 x Intel X710 for 10GBASE-T,,2 x Intel X710 for 10GBASE-T,,2 x Intel X710 for 10GBASE-T,,2 x Intel X710 for 10GBASE-T
OS,,Ubuntu 24.04,Ubuntu 24.04,Ubuntu 24.04,Ubuntu 24.04,Ubuntu 24.04,Ubuntu 24.04,Ubuntu 24.04,Ubuntu 24.04
Kernel,,6.9.0-060900rc3-generic (x86_64),6.9.0-060900rc3-generic (x86_64),6.9.0-060900rc3-generic (x86_64),6.9.0-060900rc3-generic (x86_64),6.9.0-060900rc3-generic (x86_64),6.9.0-060900rc3-generic (x86_64),6.9.0-060900rc3-generic (x86_64),6.9.0-060900rc3-generic (x86_64)
Compiler,,GCC 13.2.0,GCC 13.2.0,GCC 13.2.0,GCC 13.2.0,GCC 13.2.0,GCC 13.2.0,GCC 13.2.0,GCC 13.2.0
File-System,,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4
Screen Resolution,,1920x1200,1920x1200,1920x1200,1920x1200,1920x1200,1920x1200,1920x1200,1920x1200
,,"Xeon Platinum 8490H","Xeon Platinum 8490H 2P","Xeon Platinum 8592+","Xeon Platinum 8592+ 2P","Xeon Max 9468","Xeon Max 9468 2P","Xeon Max 9480","Xeon Max 9480 2P"
"BRL-CAD - VGR Performance Metric (VGR Performance Metric)",HIB,833892,4136969,916904,5186677,713937,3658790,767812,4075342
"oneDNN - Harness: Deconvolution Batch shapes_1d - Engine: CPU (ms)",LIB,6.15856,16.5507,6.69692,38.0813,5.30953,13.4500,6.09747,16.0901
"oneDNN - Harness: IP Shapes 3D - Engine: CPU (ms)",LIB,0.771506,0.714699,0.841608,0.738442,4.32465,4.28399,4.27481,4.17553
"ASKAP - Test: tConvolve OpenMP - Gridding (Million Grid Points/sec)",HIB,19798.5,17010.8,19141.8,20204.9,4173.46,3916.78,4438.58,3836.73
"oneDNN - Harness: Recurrent Neural Network Training - Engine: CPU (ms)",LIB,623.604,635.154,703.474,626.138,1200.75,1966.88,1180.85,2776.52
"Llamafile - Test: wizardcoder-python-34b-v1.0.Q6_K - Acceleration: CPU (Tokens/sec)",HIB,5.85,3.82,4.08,3.05,1.47,1.77,1.54,1.54
"NAS Parallel Benchmarks - Test / Class: SP.C (Mop/s)",HIB,71245.26,147311.14,109416.42,228184.68,58815.36,135939.25,69776.41,141954.15
"NAS Parallel Benchmarks - Test / Class: LU.C (Mop/s)",HIB,135125.15,261127.09,232012.77,455312.09,126171.52,246822.52,131606.86,257384.55
"OpenVINO - Model: Handwritten English Recognition FP16-INT8 - Device: CPU (FPS)",HIB,1643.43,4744.05,2924.66,5570.63,2074.30,3998.02,2243.84,4351.59
"ASKAP - Test: tConvolve MPI - Gridding (Mpix/sec)",HIB,21314.2,41773.0,37265.9,72004.0,21766.5,42939.2,23250.2,45195.1
"OSPRay - Benchmark: particle_volume/ao/real_time (Items/sec)",HIB,21.9324,38.2235,30.8404,54.1195,16.0502,29.5018,18.5533,33.1125
"OSPRay - Benchmark: particle_volume/scivis/real_time (Items/sec)",HIB,21.8932,38.2269,30.6799,53.9348,16.0869,29.3496,18.4851,33.1275
"ASKAP - Test: tConvolve MPI - Degridding (Mpix/sec)",HIB,17891.6,34614.1,31177.2,59139.2,18522,36900.5,20561.4,40368.6
"OpenVINO - Model: Face Detection FP16-INT8 - Device: CPU (FPS)",HIB,167.83,423.18,284.64,545.21,202.59,373.50,217.11,401.45
"OpenFOAM - Input: drivaerFastback, Medium Mesh Size - Execution Time (sec)",LIB,420.6467,196.49644,302.0641,137.03802,440.83113,201.10956,410.29005,186.32539
"miniBUDE - Implementation: OpenMP - Input Deck: BM1 (Billion Interactions/s)",HIB,82.848,133.628,106.395,199.734,63.620,108.397,70.843,114.902
"miniBUDE - Implementation: OpenMP - Input Deck: BM1 (GFInst/s)",HIB,2071.189,3340.694,2659.883,4993.343,1590.501,2709.930,1771.065,2872.562
"OpenVINO - Model: Person Re-Identification Retail FP16 - Device: CPU (FPS)",HIB,5943.66,15519.92,9515.86,18375.63,6717.65,13102.28,7207.74,14033.94
"Coremark - CoreMark Size 666 - Iterations Per Second (Iterations/Sec)",HIB,2194630.600449,3902076.243612,2369998.356940,4966250.777983,1614763.703237,2993136.601832,1855135.326098,3279262.530349
"LULESH - (z/s)",HIB,23072.302,43724.062,38433.973,70826.734,23848.540,52102.668,25831.838,53269.469
"OSPRay Studio - Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU (ms)",LIB,31380,14138,23125,12124,37055,16645,33790,15357
"John The Ripper - Test: bcrypt (Real C/S)",HIB,94551,183603,105781,206778,67875,133866,79144,155959
"OpenVINO - Model: Person Vehicle Bike Detection FP16 - Device: CPU (FPS)",HIB,3606.12,7862.58,5725.03,10934.17,3802.61,7127.28,4093.73,7689.32
"OpenVINO - Model: Vehicle Detection FP16-INT8 - Device: CPU (FPS)",HIB,3325.90,5483.81,4656.92,8719.37,2935.47,5576.86,2877.32,5525.56
"John The Ripper - Test: Blowfish (Real C/S)",HIB,94513,183583,105831,205499,67893,134562,79152,156658
"OpenSSL - Algorithm: ChaCha20 (byte/s)",HIB,316126421173,624402972947,344150916937,684284382760,226597354153,449908494927,263740690067,522912403347
"OpenVINO - Model: Weld Porosity Detection FP16-INT8 - Device: CPU (FPS)",HIB,15943.17,47654.95,26943.42,48122.16,19183.83,37710.60,20910.53,40032.81
"oneDNN - Harness: Convolution Batch Shapes Auto - Engine: CPU (ms)",LIB,0.650618,0.438154,0.585804,0.306795,9.19434,7.75431,8.75105,7.06043
"Xmrig - Variant: GhostRider - Hash Count: 1M (H/s)",HIB,5808.8,11263.2,8378.3,16324.7,5446.8,10975.8,6122.3,12115.0
"OSPRay Studio - Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU (ms)",LIB,36649,16837,31993,14358,42837,19701,39238,18111
"NAS Parallel Benchmarks - Test / Class: EP.D (Mop/s)",HIB,7562.80,14946.76,8089.14,16004.07,5366.69,10970.45,6445.09,12793.01
"OpenSSL - Algorithm: SHA256 (byte/s)",HIB,61806994523,119106802107,66573957920,131976050120,44439185187,88635753413,51840436763,103382860113
"OpenSSL - Algorithm: AES-256-GCM (byte/s)",HIB,700239352717,1369534328470,744387683670,1497529939377,507456728087,1011898993323,592014115453,1181148957353
"OpenSSL - Algorithm: RSA4096 (verify/s)",HIB,974189.9,1916162.9,1036735.6,2057021.6,697707.2,1395446.4,813667.6,1627941.4
"ACES DGEMM - Sustained Floating-Point Rate (GFLOP/s)",HIB,23.543705,45.965955,29.141078,58.253340,19.768930,39.345732,22.539990,44.668302
"TensorFlow - Device: CPU - Batch Size: 1 - Model: ResNet-50 (images/sec)",HIB,10.53,4.39,6.43,3.85,11.29,5.11,9.99,4.37
"NAS Parallel Benchmarks - Test / Class: CG.C (Mop/s)",HIB,33811.63,58128.24,63760.45,98764.93,35116.55,65396.22,35234.06,66492.44
"Llamafile - Test: llava-v1.5-7b-q4 - Acceleration: CPU (Tokens/sec)",HIB,20.95,10.44,16.61,7.49,7.67,7.77,8.13,7.26
"OpenSSL - Algorithm: SHA512 (byte/s)",HIB,22219927723,42846254477,23886054770,46520760707,16199261277,32304222993,18893980783,37564522053
"ASTC Encoder - Preset: Exhaustive (MT/s)",HIB,4.2689,8.3701,4.6303,8.9091,3.1204,6.2126,3.6276,7.2075
"ASTC Encoder - Preset: Very Thorough (MT/s)",HIB,7.0885,13.7518,7.6240,14.6334,5.1342,10.2051,5.9702,11.8875
"Aircrack-ng - (k/s)",HIB,147469.328,53914.933,153584.203,64181.293,117588.992,83665.758,134048.964,65663.823
"TensorFlow - Device: CPU - Batch Size: 1 - Model: GoogLeNet (images/sec)",HIB,33.56,13.50,21.67,12.69,36.13,18.24,31.47,14.67
"OSPRay Studio - Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU (ms)",LIB,58026,33411,50798,24249,68973,38926,62540,36179
"m-queens - Time To Solve (sec)",LIB,15.211,7.881,14.257,7.402,21.030,10.840,18.102,9.285
"RocksDB - Test: Random Read (Op/s)",HIB,265366170,525049998,297517946,578392800,205346154,405533173,234469939,473755946
"Primesieve - Length: 1e12 (sec)",LIB,4.576,2.325,4.250,2.187,6.160,3.121,5.332,2.691
"John The Ripper - Test: WPA PSK (Real C/S)",HIB,401278,793253,428116,797093,286552,562875,334076,657889
"Speedb - Test: Random Read (Op/s)",HIB,276179617,551286958,315178381,586147871,211457048,419943570,244070674,497907490
"7-Zip Compression - Test: Decompression Rating (MIPS)",HIB,287862,557054,338146,573410,207738,401707,243347,469131
"OpenSSL - Algorithm: AES-128-GCM (byte/s)",HIB,768804693697,1533026300727,889567506540,1769313146013,641200848170,1277583382757,747710702660,1484669627050
"OpenSSL - Algorithm: ChaCha20-Poly1305 (byte/s)",HIB,225038850730,442202532977,223625738013,444099144270,161321058213,320396720447,187796174440,372735215297
"Pennant - Test: leblancbig (Hydro Cycle Time - sec)",LIB,4.955865,2.529807,4.182707,2.159459,5.930957,2.881099,5.114161,2.527363
"High Performance Conjugate Gradient - X Y Z: 144 144 144 - RT: 60 (GFLOP/s)",HIB,31.0738,60.8515,35.1361,69.2976,25.2423,54.4054,30.5872,62.6357
"OpenVINO - Model: Face Detection Retail FP16-INT8 - Device: CPU (FPS)",HIB,9004.23,20937.58,12317.94,24676.86,9087.12,17252.27,9686.39,18561.91
"OSPRay - Benchmark: gravity_spheres_volume/dim_512/ao/real_time (Items/sec)",HIB,19.8458,36.1529,23.7293,42.1295,15.3984,15.9777,16.3219,15.3743
"OSPRay - Benchmark: gravity_spheres_volume/dim_512/scivis/real_time (Items/sec)",HIB,19.5762,35.6026,23.1755,41.9111,15.5028,15.3405,16.2652,15.8207
"miniBUDE - Implementation: OpenMP - Input Deck: BM2 (Billion Interactions/s)",HIB,86.967,140.828,108.124,191.818,70.213,127.845,78.105,133.990
"miniBUDE - Implementation: OpenMP - Input Deck: BM2 (GFInst/s)",HIB,2174.192,3520.705,2703.088,4795.462,1755.333,3196.123,1952.606,3349.756
"OpenVINO - Model: Machine Translation EN To DE FP16 - Device: CPU (FPS)",HIB,477.77,793.64,592.20,1128.78,415.96,795.63,467.08,889.18
"Primesieve - Length: 1e13 (sec)",LIB,51.820,27.107,48.406,25.021,67.324,33.921,58.159,30.196
"OpenSSL - Algorithm: RSA4096 (sign/s)",HIB,27431.1,54601.1,31594.4,61499.6,22861.0,45531.0,25441.5,48534.8
"Embree - Binary: Pathtracer ISPC - Model: Asian Dragon Obj (FPS)",HIB,79.3805,132.2806,97.1861,173.2208,64.9597,104.8425,71.8253,112.7231
"QuantLib - Configuration: Multi-Threaded (MFLOPS)",HIB,179647.5,350187.5,195648.8,380867.5,143755.3,288129.1,162727.4,316359.2
"RELION - Test: Basic - Device: CPU (sec)",LIB,373.182,203.407,290.448,155.741,412.371,214.416,384.384,201.382
"NAS Parallel Benchmarks - Test / Class: MG.C (Mop/s)",HIB,83448.70,163333.21,107321.89,220893.78,85910.95,172614.10,86407.46,171436.47
"ASTC Encoder - Preset: Thorough (MT/s)",HIB,51.2971,86.9845,54.4547,97.9383,37.0051,72.3297,42.9834,83.3395
"Embree - Binary: Pathtracer ISPC - Model: Asian Dragon (FPS)",HIB,91.9925,152.7472,112.6611,199.6089,75.4690,125.7494,83.4921,129.7482
"OpenRadioss - Model: Chrysler Neon 1M (sec)",LIB,207.20,115.89,157.56,86.93,228.74,125.15,212.99,117.91
"OSPRay Studio - Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU (ms)",LIB,1977,1063,1709,898,2357,1237,2123,1143
"Embree - Binary: Pathtracer ISPC - Model: Crown (FPS)",HIB,70.0540,124.7084,82.9663,153.1622,58.4230,107.6299,65.3318,116.6053
"OSPRay Studio - Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU (ms)",LIB,1657,894,1441,759,1988,1049,1792,961
"OpenVINO - Model: Road Segmentation ADAS FP16-INT8 - Device: CPU (FPS)",HIB,1068.43,1843.61,1159.66,2237.69,860.64,1691.79,894.87,1801.89
"NAS Parallel Benchmarks - Test / Class: IS.D (Mop/s)",HIB,2865.72,3960.28,4059.70,7437.81,3050.16,3816.70,3076.66,3819.83
"OpenVKL - Benchmark: vklBenchmarkCPU ISPC (Items / Sec)",HIB,1734,2716,2004,3222,1243,1776,1356,1852
"Xcompact3d Incompact3d - Input: input.i3d 193 Cells Per Direction (sec)",LIB,12.9293413,6.39169817,10.1967066,5.39125967,13.9692376,7.29349117,12.7997582,6.66387510
"GraphicsMagick - Operation: Resizing (Iterations/min)",HIB,229,95,230,96,245,108,213,97
"Blender - Blend File: Classroom - Compute: CPU-Only (sec)",LIB,68.61,35.91,63.61,33.61,86.67,44.71,76.87,40.38
"Helsing - Digit Range: 14 digit (sec)",LIB,93.348,50.831,89.070,48.091,123.832,65.026,107.237,58.248
"OpenVINO - Model: Person Detection FP16 - Device: CPU (FPS)",HIB,298.56,654.84,403.20,736.23,285.95,568.81,301.30,569.60
"Liquid-DSP - Threads: 256 - Buffer Length: 256 - Filter Length: 32 (samples/s)",HIB,3243800000,6116566667,3167200000,6077300000,2381800000,4670966667,2769066667,5367033333
"Blender - Blend File: Pabellon Barcelona - Compute: CPU-Only (sec)",LIB,87.92,46.38,80.29,41.85,106.96,55.26,97.80,51.29
"Blender - Blend File: Barbershop - Compute: CPU-Only (sec)",LIB,261.97,141.54,236.73,125.87,320.11,169.44,290.56,156.70
"OpenVINO - Model: Person Detection FP16 - Device: CPU (ms)",LIB,100.39,45.78,39.62,43.41,41.93,42.16,59.69,64.91
"srsRAN Project - Test: PUSCH Processor Benchmark, Throughput Total (Mbps)",HIB,2616.9,4853.6,3088.7,5493.4,2170.7,3787.0,2514.0,4386.6
"GraphicsMagick - Operation: Sharpen (Iterations/min)",HIB,157,265,167,284,114,199,130,227
"ONNX Runtime - Model: T5 Encoder - Device: CPU - Executor: Standard (Inferences/sec)",HIB,357.355,288.471,460.775,356.764,219.532,199.079,215.127,185.46
"Blender - Blend File: BMW27 - Compute: CPU-Only (sec)",LIB,25.89,13.74,23.72,12.76,31.66,16.55,28.49,15.29
"Blender - Blend File: Fishy Cat - Compute: CPU-Only (sec)",LIB,34.83,19.13,31.91,17.29,42.78,23.17,38.48,21.45
"GROMACS - Implementation: MPI CPU - Input: water_GMX50_bare (Ns/Day)",HIB,8.762,15.450,10.477,18.540,7.545,13.392,8.282,14.127
"OSPRay - Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time (Items/sec)",HIB,24.6445,42.8188,27.1010,48.7576,19.9102,35.9324,22.3625,39.3389
"OSPRay Studio - Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU (ms)",LIB,68006,38813,59522,33391,80742,45211,73366,41971
"Liquid-DSP - Threads: 256 - Buffer Length: 256 - Filter Length: 512 (samples/s)",HIB,1020833333,1616966667,1178766667,2027000000,838530000,1444066667,944550000,1518933333
"ASKAP - Test: tConvolve MT - Gridding (Million Grid Points/sec)",HIB,8088.11,7630.06,5062.07,6038.92,3375.32,3347.93,3406.96,4382.97
"LuxCoreRender - Scene: Rainbow Colors and Prism - Acceleration: CPU (M samples/sec)",HIB,13.54,5.96,14.28,7.22,12.80,9.64,12.97,6.51
"Xcompact3d Incompact3d - Input: X3D-benchmarking input.i3d (sec)",LIB,357.009712,196.808116,323.245697,171.375778,407.589406,189.686116,351.644165,187.224004
"WRF - Input: conus 2.5km (sec)",LIB,11980.806,6674.12,10602.408,5601.101,13273.694,7157.961,12410.29,6840.057
"Blender - Blend File: Junkshop - Compute: CPU-Only (sec)",LIB,35.96,21.15,32.08,18.31,42.85,24.99,39.17,23.45
"GraphicsMagick - Operation: Enhanced (Iterations/min)",HIB,216,342,228,374,160,269,181,301
"OpenVINO - Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU (FPS)",HIB,115106.30,189893.31,81279.79,128566.81,135075.07,174862.56,140144.01,176900.32
"Kvazaar - Video Input: Bosphorus 4K - Video Preset: Slow (FPS)",HIB,20.23,31.24,24.23,40.92,17.52,26.00,18.24,28.96
"OpenVINO - Model: Machine Translation EN To DE FP16 - Device: CPU (ms)",LIB,62.46,37.58,26.85,28.17,28.73,29.98,38.50,41.57
"Kvazaar - Video Input: Bosphorus 4K - Video Preset: Medium (FPS)",HIB,20.97,32.04,24.80,41.58,18.13,26.69,18.84,29.62
"PostgreSQL - Scaling Factor: 100 - Clients: 1000 - Mode: Read Write (TPS)",HIB,71227,67315,75396,33110,69969,58952,72225,60046
"PostgreSQL - Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average Latency (ms)",LIB,14.040,14.856,13.264,30.203,14.292,16.963,13.845,16.655
"Algebraic Multi-Grid Benchmark - (Figure Of Merit)",HIB,1605097000,3124402667,1814760000,3609646333,1588496667,3156261667,1597993333,3205161000
"Timed Linux Kernel Compilation - Build: allmodconfig (sec)",LIB,362.454,218.570,316.902,189.739,428.387,246.936,384.063,231.033
"Intel Open Image Denoise - Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-Only (Images / Sec)",HIB,2.71,4.48,3.32,5.09,2.27,3.49,2.39,3.66
"Intel Open Image Denoise - Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-Only (Images / Sec)",HIB,2.71,4.41,3.31,5.03,2.26,3.51,2.38,3.65
"OpenVINO - Model: Noise Suppression Poconet-Like FP16 - Device: CPU (FPS)",HIB,4209.10,7356.63,6757.26,9360.89,4208.49,5565.23,4386.48,5933.65
"ASTC Encoder - Preset: Medium (MT/s)",HIB,333.9902,484.5499,327.7829,550.0168,247.2979,441.6518,284.3336,483.1049
"Intel Open Image Denoise - Run: RTLightmap.hdr.4096x4096 - Device: CPU-Only (Images / Sec)",HIB,1.29,2.18,1.58,2.40,1.08,1.72,1.14,1.74
"Liquid-DSP - Threads: 256 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,3500833333,5361266667,3806833333,6284300000,2848933333,4825133333,3222533333,5036000000
"PyTorch - Device: CPU - Batch Size: 1 - Model: ResNet-50 (batches/sec)",HIB,51.46,35.53,77.52,45.69,50.99,46.49,48.59,35.46
"7-Zip Compression - Test: Compression Rating (MIPS)",HIB,388190,592729,441636,674239,314716,491729,342363,525514
"DaCapo Benchmark - Java Test: Tradebeans (msec)",LIB,7270,8050,11004,12713,6130,6681,5994,6672
"Pennant - Test: sedovbig (Hydro Cycle Time - sec)",LIB,16.03080,11.28438,16.96910,9.964526,21.02112,13.21125,19.88246,12.10690
"ONNX Runtime - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,313.100,156.461,308.801,153.922,319.043,166.485,301.136,153.407
"ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,46.8491,29.1487,60.4094,31.4589,40.7289,32.8141,42.2711,29.1955
"Appleseed - Scene: Material Tester (sec)",LIB,126.152247,225.34692,118.779059,210.815856,136.492406,243.236578,134.388009,239.726773
"ONNX Runtime - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,315.410,177.763,314.057,171.231,330.104,174.677,296.799,161.886
"ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,222.029,180.032,270.329,236.648,176.333,141.954,168.859,132.712
"uvg266 - Video Input: Bosphorus 4K - Video Preset: Slow (FPS)",HIB,15.71,24.71,16.06,27.11,13.36,19.75,13.89,22.14
"oneDNN - Harness: Deconvolution Batch shapes_3d - Engine: CPU (ms)",LIB,1.07743,0.736170,0.907161,0.624250,1.26407,0.945075,1.19643,0.864358
"LAMMPS Molecular Dynamics Simulator - Model: Rhodopsin Protein (ns/day)",HIB,28.716,42.281,34.301,55.496,27.629,47.512,30.843,52.244
"uvg266 - Video Input: Bosphorus 4K - Video Preset: Medium (FPS)",HIB,17.85,27.65,16.64,30.37,15.17,22.25,15.68,24.65
"Speedb - Test: Read While Writing (Op/s)",HIB,10695360,17297027,12168413,17585737,8795408,13859254,9988176,15354400
"LAMMPS Molecular Dynamics Simulator - Model: 20k Atoms (ns/day)",HIB,34.892,50.521,37.460,56.400,28.278,46.705,32.157,51.816
"OpenVINO - Model: Noise Suppression Poconet-Like FP16 - Device: CPU (ms)",LIB,13.95,15.96,9.40,13.15,11.37,17.15,12.72,18.72
"Timed LLVM Compilation - Build System: Ninja (sec)",LIB,187.017,122.314,165.048,106.815,212.482,134.419,197.844,128.066
"oneDNN - Harness: IP Shapes 1D - Engine: CPU (ms)",LIB,0.539467,0.783180,0.398446,0.580664,0.725974,0.662387,0.617190,0.759434
"ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,52.8167,36.2493,66.5162,38.4240,47.2703,40.5671,42.2747,33.9621
"GNU Octave Benchmark - (sec)",LIB,7.532,8.036,6.458,6.856,7.622,12.617,7.748,12.578
"OpenFOAM - Input: drivaerFastback, Small Mesh Size - Execution Time (sec)",LIB,42.219419,28.556037,33.065393,23.558932,45.947435,28.993119,41.746192,27.577291
"TensorFlow - Device: CPU - Batch Size: 512 - Model: AlexNet (images/sec)",HIB,1278.45,1899.64,1486.12,2039.63,1047.96,1604.11,1108.95,1677.62
"DaCapo Benchmark - Java Test: Tradesoap (msec)",LIB,4115,4215,7321,7492,3887,4199,3884,4069
"CloverLeaf - Input: clover_bm16 (sec)",LIB,328.47,214.80,410.59,378.05,351.29,263.33,357.57,269.20
"ONNX Runtime - Model: T5 Encoder - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,326.143,246.335,462.855,354.754,337.004,246.680,346.213,252.671
"Liquid-DSP - Threads: 128 - Buffer Length: 256 - Filter Length: 512 (samples/s)",HIB,918566667,1126466667,1152933333,1493833333,800186667,1091460000,882200000,1206066667
"Timed Node.js Compilation - Time To Compile (sec)",LIB,254.003,172.990,214.431,145.413,270.380,175.625,252.648,171.174
"PyTorch - Device: CPU - Batch Size: 1 - Model: ResNet-152 (batches/sec)",HIB,19.41,15.77,27.21,17.57,19.99,17.91,18.07,14.86
"ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,191.562,144.640,248.682,195.453,191.111,135.976,188.930,136.689
"Kvazaar - Video Input: Bosphorus 4K - Video Preset: Very Fast (FPS)",HIB,50.03,67.64,38.02,65.38,40.23,51.91,41.34,52.23
"Kvazaar - Video Input: Bosphorus 4K - Video Preset: Super Fast (FPS)",HIB,66.74,69.05,39.20,66.78,53.13,52.63,54.47,54.19
"TensorFlow - Device: CPU - Batch Size: 256 - Model: AlexNet (images/sec)",HIB,1205.30,1730.25,1277.46,1681.44,986.04,1479.53,1058.99,1528.41
"OpenVINO - Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU (ms)",LIB,0.43,0.29,0.49,0.46,0.33,0.28,0.37,0.30
"GraphicsMagick - Operation: Swirl (Iterations/min)",HIB,502,617,529,689,394,509,432,558
"ONNX Runtime - Model: CaffeNet 12-int8 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,784.304,566.377,830.725,605.589,687.671,492.885,678.483,478.467
"CockroachDB - Workload: KV, 50% Reads - Concurrency: 512 (ops/s)",HIB,108953.6,68524.7,115715.8,77327.1,103089.8,69221.4,112265.3,66816.9
"PyTorch - Device: CPU - Batch Size: 64 - Model: ResNet-50 (batches/sec)",HIB,56.01,37.08,63.06,40.77,51.55,42.35,51.35,38.30
"PyTorch - Device: CPU - Batch Size: 256 - Model: ResNet-50 (batches/sec)",HIB,54.84,37.44,63.60,41.45,52.97,41.68,51.56,37.91
"PyTorch - Device: CPU - Batch Size: 512 - Model: ResNet-50 (batches/sec)",HIB,56.44,37.55,63.30,40.83,51.05,41.65,51.86,37.84
"LuxCoreRender - Scene: Orange Juice - Acceleration: CPU (M samples/sec)",HIB,13.46,18.70,14.74,19.91,11.86,16.91,12.50,16.64
"Timed Linux Kernel Compilation - Build: defconfig (sec)",LIB,39.450,29.981,34.591,25.872,43.421,32.143,40.501,30.530
"PyTorch - Device: CPU - Batch Size: 64 - Model: ResNet-152 (batches/sec)",HIB,20.13,14.03,23.49,16.25,19.01,15.84,19.24,14.96
"Liquid-DSP - Threads: 128 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,3181266667,3723666667,3503200000,4450525000,2670033333,3596400000,2972400000,3896500000
"ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,18.1413,12.7546,20.8795,14.1980,16.1742,13.0869,16.3898,12.5974
"Y-Cruncher - Pi Digits To Calculate: 1B (sec)",LIB,7.047,5.008,6.701,5.110,8.300,6.334,7.959,6.266
"PyTorch - Device: CPU - Batch Size: 256 - Model: ResNet-152 (batches/sec)",HIB,20.25,14.08,23.33,16.00,19.20,16.30,19.58,14.92
"OpenVINO - Model: Handwritten English Recognition FP16-INT8 - Device: CPU (ms)",LIB,36.20,25.12,21.87,22.96,23.12,24.00,24.94,25.72
"OpenRadioss - Model: Rubber O-Ring Seal Installation (sec)",LIB,59.91,88.39,54.14,86.85,59.58,70.73,59.32,81.65
"OpenRadioss - Model: INIVOL and Fluid Structure Interaction Drop Container (sec)",LIB,140.43,107.36,128.74,100.00,160.56,114.29,146.03,110.56
"PyTorch - Device: CPU - Batch Size: 512 - Model: ResNet-152 (batches/sec)",HIB,20.46,14.59,23.41,16.17,19.47,16.68,19.29,14.74
"Y-Cruncher - Pi Digits To Calculate: 500M (sec)",LIB,3.267,2.364,3.391,2.659,3.781,3.110,3.704,2.961
"ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,19.8593,15.5555,22.9689,16.9672,18.2179,14.4831,16.9166,14.4583
"CloverLeaf - Input: clover_bm64_short (sec)",LIB,39.48,26.58,39.38,31.90,41.43,32.25,42.22,32.44
"OpenVINO - Model: Face Detection FP16-INT8 - Device: CPU (ms)",LIB,356.38,283.11,224.64,234.24,236.52,256.63,257.50,278.52
"Kvazaar - Video Input: Bosphorus 4K - Video Preset: Ultra Fast (FPS)",HIB,74.57,72.01,47.07,73.81,63.10,54.98,63.99,58.14
"OpenVINO - Model: Vehicle Detection FP16-INT8 - Device: CPU (ms)",LIB,17.84,21.73,13.73,14.67,16.33,17.19,19.44,20.24
"ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,3.03922,2.83498,3.30836,3.05085,2.62544,2.17463,2.61721,2.10480
"uvg266 - Video Input: Bosphorus 4K - Video Preset: Very Fast (FPS)",HIB,49.42,54.88,35.10,53.66,39.56,44.75,40.82,46.25
"uvg266 - Video Input: Bosphorus 4K - Video Preset: Super Fast (FPS)",HIB,55.54,55.40,35.56,54.95,44.05,45.09,45.32,44.40
"ONNX Runtime - Model: CaffeNet 12-int8 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,852.326,696.980,908.187,754.805,728.469,604.755,705.606,581.769
"uvg266 - Video Input: Bosphorus 4K - Video Preset: Ultra Fast (FPS)",HIB,60.87,55.26,39.31,57.13,48.91,46.13,50.09,45.79
"Timed FFmpeg Compilation - Time To Compile (sec)",LIB,24.056,19.506,21.357,17.389,26.458,20.788,24.840,20.008
"ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,20.1453,16.5705,25.1591,22.4251,21.1702,16.6394,20.0103,17.9873
"OpenVINO - Model: Weld Porosity Detection FP16-INT8 - Device: CPU (ms)",LIB,3.58,2.50,2.36,2.48,2.50,2.53,2.67,2.79
"Liquid-DSP - Threads: 128 - Buffer Length: 256 - Filter Length: 32 (samples/s)",HIB,3200600000,3558600000,3148233333,3520766667,2351900000,3254033333,2739633333,3337066667
"TensorFlow - Device: CPU - Batch Size: 512 - Model: GoogLeNet (images/sec)",HIB,461.23,576.08,462.78,577.76,383.57,467.91,398.40,477.33
"Google Draco - Model: Church Facade (ms)",LIB,5670,5672,4565,4693,6707,6821,6693,6777
"TensorFlow - Device: CPU - Batch Size: 512 - Model: ResNet-50 (images/sec)",HIB,148.45,174.95,140.53,169.75,117.53,145.29,125.14,138.39
"GraphicsMagick - Operation: HWB Color Space (Iterations/min)",HIB,265,236,285,256,286,193,277,207
"OpenVINO - Model: Person Vehicle Bike Detection FP16 - Device: CPU (ms)",LIB,16.50,15.04,11.17,11.69,12.54,13.34,13.59,14.42
"Memcached - Set To Get Ratio: 1:100 (Ops/sec)",HIB,4481667.95,3245908.40,4752673.79,3780240.56,4384040.52,3373323.92,4315467.17,3392842.38
"OpenVINO - Model: Person Re-Identification Retail FP16 - Device: CPU (ms)",LIB,9.79,7.72,6.72,6.95,7.13,7.32,7.76,7.97
"SVT-AV1 - Encoder Mode: Preset 12 - Input: Bosphorus 4K (FPS)",HIB,164.250,156.516,177.861,165.495,146.097,122.089,151.718,127.546
"ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,16.0956,14.5280,19.6773,15.4341,16.3251,13.7366,15.7394,13.5190
"SVT-AV1 - Encoder Mode: Preset 8 - Input: Bosphorus 4K (FPS)",HIB,70.908,65.224,79.437,70.426,62.750,54.823,65.359,55.979
"Timed Godot Game Engine Compilation - Time To Compile (sec)",LIB,140.233,118.572,122.718,103.376,149.378,123.882,143.808,122.704
"x265 - Video Input: Bosphorus 4K (FPS)",HIB,37.86,37.04,38.93,39.31,29.05,27.26,31.40,27.90
"GPAW - Input: Carbon Nanotube (sec)",LIB,47.776,41.563,43.048,38.049,54.376,42.873,48.487,43.911
"OSPRay - Benchmark: particle_volume/pathtracer/real_time (Items/sec)",HIB,160.242,149.088,193.138,176.395,144.481,137.503,143.480,135.436
"SVT-AV1 - Encoder Mode: Preset 13 - Input: Bosphorus 4K (FPS)",HIB,162.474,154.502,174.832,162.979,144.698,122.617,149.996,124.263
"GraphicsMagick - Operation: Rotate (Iterations/min)",HIB,196,172,203,182,197,148,194,143
"NWChem - Input: C240 Buckyball (sec)",LIB,2070.3,1960.9,1878.3,1809.7,2530.5,1785,2245.2,1873.1
"TensorFlow - Device: CPU - Batch Size: 256 - Model: GoogLeNet (images/sec)",HIB,448.46,528.93,423.59,501.39,375.73,447.50,386.00,449.91
"Timed Gem5 Compilation - Time To Compile (sec)",LIB,210.934,178.282,187.507,157.363,220.569,184.298,215.496,181.629
"Timed ImageMagick Compilation - Time To Compile (sec)",LIB,14.724,13.262,12.595,11.493,16.075,14.402,15.376,14.094
"Liquid-DSP - Threads: 64 - Buffer Length: 256 - Filter Length: 512 (samples/s)",HIB,744410000,799496667,783770000,883701250,632396667,732560000,689003333,757176667
"JPEG-XL libjxl - Input: JPEG - Quality: 90 (MP/s)",HIB,43.202,42.040,48.360,42.974,39.100,39.594,43.629,34.634
"JPEG-XL libjxl - Input: PNG - Quality: 90 (MP/s)",HIB,42.905,40.075,46.317,39.524,43.362,34.826,40.347,33.274
"Google Draco - Model: Lion (ms)",LIB,4731,4733,3861,3894,5217,5342,5188,5322
"ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,205.525,188.890,234.540,214.812,195.705,173.909,190.063,169.850
"Zstd Compression - Compression Level: 19 - Compression Speed (MB/s)",HIB,14.6,15.2,18.0,17.8,14.4,13.8,14.5,13.3
"ONNX Runtime - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,32.3433,30.0368,33.3797,31.7109,28.5164,24.7274,28.4798,24.6818
"libavif avifenc - Encoder Speed: 6 (sec)",LIB,3.169,3.044,2.971,2.805,3.730,3.776,3.550,3.738
"TensorFlow - Device: CPU - Batch Size: 256 - Model: ResNet-50 (images/sec)",HIB,143.67,161.06,129.02,150.33,119.73,141.95,123.69,135.28
"VVenC - Video Input: Bosphorus 4K - Video Preset: Faster (FPS)",HIB,15.060,12.536,15.966,13.256,14.101,11.897,14.362,11.967
"Appleseed - Scene: Disney Material (sec)",LIB,53.490276,48.56418,48.425051,43.695399,58.379116,51.245898,56.401698,49.136175
"DuckDB - Benchmark: IMDB (sec)",LIB,99.493,125.882,99.184,127.567,100.089,127.703,99.619,131.795
"RawTherapee - Total Benchmark Time (sec)",LIB,46.757,53.758,42.775,52.689,46.959,55.442,47.086,56.776
"TensorFlow - Device: CPU - Batch Size: 64 - Model: ResNet-50 (images/sec)",HIB,120.93,115.47,91.51,94.66,104.23,111.71,103.56,107.30
"SVT-AV1 - Encoder Mode: Preset 4 - Input: Bosphorus 4K (FPS)",HIB,7.061,6.698,7.876,7.360,6.490,5.991,6.572,6.052
"Zstd Compression - Compression Level: 19, Long Mode - Compression Speed (MB/s)",HIB,7.94,8.16,9.80,9.67,7.76,7.62,7.72,7.46
"Liquid-DSP - Threads: 64 - Buffer Length: 256 - Filter Length: 32 (samples/s)",HIB,1890566667,2025000000,1927766667,2154633333,1640266667,1963233333,1679700000,2090466667
"TensorFlow - Device: CPU - Batch Size: 64 - Model: GoogLeNet (images/sec)",HIB,380.14,331.76,319.76,291.37,333.73,341.51,335.58,308.95
"ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,227.423,212.924,259.186,251.305,217.880,205.885,213.985,199.896
"GraphicsMagick - Operation: Noise-Gaussian (Iterations/min)",HIB,158,182,171,194,150,150,158,164
"libavif avifenc - Encoder Speed: 0 (sec)",LIB,69.931,67.375,64.475,60.526,76.915,69.647,73.060,68.437
"libavif avifenc - Encoder Speed: 6, Lossless (sec)",LIB,6.278,6.172,5.784,5.613,6.836,7.121,6.605,7.038
"Zstd Compression - Compression Level: 19 - Decompression Speed (MB/s)",HIB,1032.0,963.6,1221.8,1165.8,1126.4,1040.2,1127.5,1039.2
"OpenRadioss - Model: Cell Phone Drop Test (sec)",LIB,31.49,28.22,27.90,26.88,33.75,27.51,31.92,27.63
"ONNX Runtime - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,34.0021,33.6082,34.4595,34.6628,29.9973,27.6074,29.4250,27.7772
"Zstd Compression - Compression Level: 19, Long Mode - Decompression Speed (MB/s)",HIB,1069.1,992.1,1242.6,1189.7,1131.1,1041.8,1133.3,1046.0
"Timed Mesa Compilation - Time To Compile (sec)",LIB,19.226,18.293,17.258,16.183,20.175,18.474,19.650,18.138
"Liquid-DSP - Threads: 64 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,2539200000,2655500000,2475500000,2620066667,2138766667,2494050000,2308966667,2491340000
"OpenVINO - Model: Face Detection Retail FP16-INT8 - Device: CPU (ms)",LIB,6.43,5.72,5.19,5.18,5.27,5.55,5.77,6.02
"QMCPACK - Input: Li2_STO_ae (Execution Time - sec)",LIB,109.30,101.629,105.98,97.911,121.19,102.12,117.81,106.27
"Graph500 - Scale: 26 (sssp max_TEPS)",HIB,,,539613000,667365000,,,,
"OpenFOAM - Input: drivaerFastback, Small Mesh Size - Mesh Time (sec)",LIB,31.384585,35.604097,31.704905,29.325125,31.781874,32.481993,31.998248,28.840157
"VVenC - Video Input: Bosphorus 4K - Video Preset: Fast (FPS)",HIB,6.719,6.480,7.392,6.960,6.324,6.023,6.501,6.077
"libavif avifenc - Encoder Speed: 2 (sec)",LIB,37.752,37.311,34.791,33.650,41.125,38.653,39.876,38.136
"TensorFlow - Device: CPU - Batch Size: 64 - Model: AlexNet (images/sec)",HIB,969.62,996.47,819.89,858.84,841.68,932.59,852.36,940.40
"Timed PHP Compilation - Time To Compile (sec)",LIB,48.007,46.644,41.846,40.381,48.708,46.871,47.951,46.571
"FFmpeg - Encoder: libx265 - Scenario: Upload (FPS)",HIB,24.97,24.56,26.93,26.80,23.33,22.34,23.77,23.30
"OpenFOAM - Input: drivaerFastback, Medium Mesh Size - Mesh Time (sec)",LIB,160.72685,162.02669,148.40248,139.61713,153.12467,134.78213,150.66848,159.31171
"Node.js V8 Web Tooling Benchmark - (runs/s)",HIB,15.76,15.49,17.42,17.02,15.59,14.99,15.62,14.51
"JPEG-XL libjxl - Input: JPEG - Quality: 100 (MP/s)",HIB,28.754,28.163,32.239,31.610,26.864,27.325,27.750,27.260
"Timed Wasmer Compilation - Time To Compile (sec)",LIB,34.933,35.455,30.174,30.472,35.657,36.197,35.201,35.700
"Apache IoTDB - Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400 (point/sec)",HIB,87797206,80169620,92709751,89231850,82455664,77501248,83475645,78057728
"Numpy Benchmark - (Score)",HIB,455.57,456.18,520.22,519.89,461.61,435.21,464.72,439.84
"JPEG-XL libjxl - Input: PNG - Quality: 100 (MP/s)",HIB,28.100,27.659,31.348,30.966,26.249,26.842,27.087,26.994
"libavif avifenc - Encoder Speed: 10, Lossless (sec)",LIB,4.923,5.074,4.456,4.579,4.916,5.317,4.867,5.311
"FFmpeg - Encoder: libx265 - Scenario: Video On Demand (FPS)",HIB,49.84,48.77,53.99,53.29,47.34,45.29,48.14,46.79
"DuckDB - Benchmark: TPC-H Parquet (sec)",LIB,145.574,155.730,132.873,144.258,146.868,156.136,145.238,158.310
"OpenVINO - Model: Road Segmentation ADAS FP16-INT8 - Device: CPU (ms)",LIB,55.99,65.02,55.07,57.13,55.74,56.71,62.53,62.11
"Apache IoTDB - Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100 (point/sec)",HIB,90871770,83651785,94616807,92771639,85744542,80770465,86354518,80139566
"WebP Image Encode - Encode Settings: Quality 100, Lossless, Highest Compression (MP/s)",HIB,0.52,0.51,0.60,0.59,0.55,0.54,0.55,0.54
"FFmpeg - Encoder: libx265 - Scenario: Platform (FPS)",HIB,49.79,48.76,53.92,53.22,47.32,45.95,48.35,46.59
"Apache IoTDB - Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400 (Latency)",LIB,294.33,317.36,280.26,286.78,314.44,328.41,309.03,325.97
"Apache IoTDB - Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100 (Latency)",LIB,85.16,92.23,81.73,82.73,90.02,94.84,89.53,95.39
"Graph500 - Scale: 26 (sssp median_TEPS)",HIB,,,416523000,484977000,,,,
"ClickHouse - 100M Rows Hits Dataset, First Run / Cold Cache (Queries/min, Geo Mean)",HIB,465.50,485.63,437.20,423.30,446.40,491.89,461.62,460.66
"srsRAN Project - Test: PDSCH Processor Benchmark, Throughput Thread (Mbps)",HIB,680.2,675.5,742.9,755.5,702.6,651.9,705.5,663.8
"WebP Image Encode - Encode Settings: Quality 100, Lossless (MP/s)",HIB,1.31,1.30,1.50,1.50,1.40,1.39,1.39,1.39
"OpenRadioss - Model: Bird Strike on Windshield (sec)",LIB,117.41,124.44,110.32,113.15,126.89,116.49,120.76,119.03
"Appleseed - Scene: Emily (sec)",LIB,120.750285,130.618252,119.803392,129.956841,132.132632,137.457437,128.603449,137.004266
"DaCapo Benchmark - Java Test: Jython (msec)",LIB,3801,3892,3424,3466,3785,3926,3707,3921
"ClickHouse - 100M Rows Hits Dataset, Second Run (Queries/min, Geo Mean)",HIB,486.05,507.56,455.79,443.58,465.06,499.18,474.68,467.96
"ClickHouse - 100M Rows Hits Dataset, Third Run (Queries/min, Geo Mean)",HIB,481.66,501.63,458.23,438.60,470.02,501.07,476.91,471.79
"Timed CPython Compilation - Build Configuration: Released Build, PGO + LTO Optimized (sec)",LIB,277.39,279.692,244.824,244.952,275.385,276.457,273.515,276.229
"DaCapo Benchmark - Java Test: Apache Lucene Search Index (msec)",LIB,3581,3689,3242,3345,3378,3643,3396,3537
"WebP Image Encode - Encode Settings: Quality 100 (MP/s)",HIB,10.11,10.05,11.36,11.31,10.13,10.01,10.13,10.03
"Timed CPython Compilation - Build Configuration: Default (sec)",LIB,19.201,18.931,17.076,16.928,19.117,18.812,18.847,18.824
"WebP Image Encode - Encode Settings: Quality 100, Highest Compression (MP/s)",HIB,3.08,3.07,3.47,3.46,3.10,3.09,3.10,3.09
"SecureMark - Benchmark: SecureMark-TLS (marks)",HIB,277205,275472,309896,308434,277647,277589,277260,277298
"Google SynthMark - Test: VoiceMark_100 (Voices)",HIB,711.378,712.697,799.717,799.491,711.101,710.916,712.013,712.085
"QuantLib - Configuration: Single-Threaded (MFLOPS)",HIB,3209.6,3210.1,3600.5,3586.3,3225.7,3207.0,3229.1,3222.8
"Liquid-DSP - Threads: 1 - Buffer Length: 256 - Filter Length: 512 (samples/s)",HIB,16882333,16843333,18774333,18200533,16906333,16904667,16885333,16884000
"PyBench - Total For Average Test Times (Milliseconds)",LIB,765,767,691,692,763,763,762,763
"Liquid-DSP - Threads: 1 - Buffer Length: 256 - Filter Length: 32 (samples/s)",HIB,36506000,36461000,40244000,38950600,36537667,36497667,36539000,36521333
"Liquid-DSP - Threads: 1 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,67074667,66991333,73140667,70499000,67130333,67064000,67127667,66266000
"DaCapo Benchmark - Java Test: Apache Kafka (msec)",LIB,5106,5113,5560,5611,5108,5101,5102,5088
"OpenRadioss - Model: Bumper Beam (sec)",LIB,79.54,81.30,78.71,86.11,83.44,78.27,81.72,80.32
"nginx - Connections: 1000 (Reqs/sec)",HIB,,,399698.78,381352.69,,,367199.06,
"Graph500 - Scale: 26 (bfs median_TEPS)",HIB,,,1244300000,1204520000,,,,
"Graph500 - Scale: 26 (bfs max_TEPS)",HIB,,,1299170000,1267480000,,,,
"srsRAN Project - Test: PUSCH Processor Benchmark, Throughput Thread (Mbps)",HIB,129.7,129.7,129.5,129.5,129.7,129.7,129.7,129.7
"ASKAP - Test: tConvolve MT - Degridding (Million Grid Points/sec)",HIB,,,,,8868.20,14665.0,9204.87,14463.4
"Stockfish - Chess Benchmark (Nodes/s)",HIB,96887479,187761769,109766345,222610378,68019088,137977203,73592230,149409082
"ONNX Runtime - Model: T5 Encoder - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,3.06500,4.05881,2.15980,2.81739,2.97094,4.05270,2.88734,3.95819
"ONNX Runtime - Model: T5 Encoder - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,2.79694,3.46571,2.16966,2.80263,4.57581,5.02267,4.64757,5.39123
"ONNX Runtime - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,30.9165,33.2899,29.9566,31.5324,35.0665,40.4534,35.1110,40.5178
"ONNX Runtime - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,29.4080,29.7536,29.0185,28.8481,33.3341,36.2283,33.9877,36.0039
"ONNX Runtime - Model: CaffeNet 12-int8 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,1.27368,1.76353,1.20298,1.64919,1.45280,2.02659,1.47249,2.08780
"ONNX Runtime - Model: CaffeNet 12-int8 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,1.17292,1.43573,1.10042,1.32454,1.37831,1.65270,1.41662,1.71875
"ONNX Runtime - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,3.19298,6.39031,3.23780,6.49693,3.13366,6.00525,3.32030,6.51744
"ONNX Runtime - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,3.17002,5.62517,3.18392,5.83954,3.02897,5.74491,3.37034,6.17796
"ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,21.3436,34.3054,16.5534,31.7907,24.5535,30.4733,23.6565,34.2507
"ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,18.9319,27.5944,15.0376,26.0866,21.2179,24.6510,23.6625,29.4448
"ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,5.21520,6.90619,4.01687,5.10948,5.22781,7.34848,5.29027,7.30822
"ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,4.49976,5.55101,3.69649,4.29531,5.67700,7.04111,5.91961,7.53259
"ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,62.1276,68.8299,50.8307,64.7891,61.2547,72.8018,63.5353,73.9684
"ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,49.6376,60.3589,39.7451,44.5996,47.2417,60.1120,49.9740,55.9019
"ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,4.86604,5.29287,4.26352,4.65431,5.10914,5.74921,5.26075,5.88628
"ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,4.39649,4.72530,3.85774,3.98013,4.58912,4.85818,4.67269,5.00222
"ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,329.036,352.738,302.266,327.875,380.902,460.673,382.109,475.254
"ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,116.315,92.3473,109.670,100.738,139.096,121.670,155.788,121.780
"ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,8.59719,10.83623,9.11885,9.92684,7.24187,8.39962,6.54965,8.26016
"ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,55.1204,78.3989,47.8953,70.4377,61.8256,76.4227,61.0107,79.3770
"ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,50.3522,64.2858,43.5355,58.9394,54.9599,69.4501,59.1795,69.2014
"oneDNN - Harness: Recurrent Neural Network Inference - Engine: CPU (ms)",LIB,409.592,633.288,488.922,538.225,734.804,1498.584,632.146,719.229
"TensorFlow - Device: CPU - Batch Size: 1 - Model: AlexNet (images/sec)",HIB,56.53,37.57,35.50,30.76,48.28,37.76,43.67,33.21
"srsRAN Project - Test: PDSCH Processor Benchmark, Throughput Total (Mbps)",HIB,24688.5,30108.7,26378.1,30547.6,21286.6,30236.0,15081.0,11866.7
"Parallel BZIP2 Compression - FreeBSD-13.0-RELEASE-amd64-memstick.img Compression (sec)",LIB,2.144857,1.469210,1.847537,1.432362,2.632077,1.982932,2.287766,1.711296
"LuxCoreRender - Scene: Danish Mood - Acceleration: CPU (M samples/sec)",HIB,6.85,7.00,7.63,7.70,6.03,6.23,6.29,5.91
"LuxCoreRender - Scene: LuxCore Benchmark - Acceleration: CPU (M samples/sec)",HIB,7.10,8.82,8.06,8.88,6.30,6.81,6.82,7.41
"LuxCoreRender - Scene: DLSC - Acceleration: CPU (M samples/sec)",HIB,8.72,11.12,9.38,12.74,7.46,10.17,8.00,10.44
"easyWave - Input: e2Asean Grid + BengkuluSept2007 Source - Time: 2400 (sec)",LIB,119.837,126.388,75.732,102.125,173.014,182.123,145.236,173.550
"easyWave - Input: e2Asean Grid + BengkuluSept2007 Source - Time: 1200 (sec)",LIB,46.289,50.834,28.698,37.660,63.428,74.866,64.883,68.860
"NAMD - Input: STMV with 1,066,628 Atoms (ns/day)",HIB,1.05274,1.10900,1.43787,2.25422,1.45223,1.88679,1.50214,1.76778
"NAMD - Input: ATPase with 327,506 Atoms (ns/day)",HIB,2.97021,2.21948,4.64814,5.85267,5.97130,7.30065,5.92501,2.56319
"ASKAP - Test: tConvolve OpenMP - Degridding (Million Grid Points/sec)",HIB,30471.5,51476.2,16936.8,48686.8,6758.81,4437.6,7046.56,7304.58
"miniFE - Problem Size: Small (CG Mflops)",HIB,35230.1,46877.5,31830.2,42114.6,20091.1,19876.5,18621.2,21583.2
"RocksDB - Test: Read While Writing (Op/s)",HIB,7841738,12321300,8926893,12425519,7439663,9624417,7366500,11223329
"CockroachDB - Workload: KV, 60% Reads - Concurrency: 512 (ops/s)",HIB,116603.7,72110.1,121465.2,73640.9,110666.9,71680.5,109388.2,71696.5
"CockroachDB - Workload: KV, 95% Reads - Concurrency: 512 (ops/s)",HIB,131999.7,82341.2,135861.9,85613.1,128125.9,80804.7,120494.3,76524.7
"PostgreSQL - Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average Latency (ms)",LIB,0.572,1.293,0.589,1.149,0.559,1.027,0.622,1.098
"PostgreSQL - Scaling Factor: 100 - Clients: 1000 - Mode: Read Only (TPS)",HIB,1748146,778141,1699046,881881,1792636,976035,1607424,920725
"John The Ripper - Test: MD5 (Real C/S)",HIB,9583000,18166000,10922667,18438600,7626333,12958000,8957000,14609417