Tests fot a future article on Phoronix by Michael Larabel.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2006226-NI-2005283PT74
Core i9 10900K vs. Ryzen 9 3900X/3950X Linux Benchmarks
Tests fot a future article on Phoronix by Michael Larabel.
,,"Core i9 10900K","Ryzen 9 3950X","Ryzen 9 3900X"
Processor,,Intel Core i9-10900K @ 5.30GHz (10 Cores / 20 Threads),AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 3900X 12-Core @ 3.80GHz (12 Cores / 24 Threads)
Motherboard,,Gigabyte Z490 AORUS MASTER (F3 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1201 BIOS),ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1201 BIOS)
Chipset,,Intel Comet Lake PCH,AMD Starship/Matisse,AMD Starship/Matisse
Memory,,16GB,16GB,16GB
Disk,,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB
Graphics,,AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (2060/875MHz),AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (2060/875MHz),AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (2060/875MHz)
Audio,,Realtek ALC1220,AMD Navi 10 HDMI Audio,AMD Navi 10 HDMI Audio
Network,,Intel Device 15f3 + Intel Wi-Fi 6 AX201,Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200,Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200
OS,,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04
Kernel,,5.7.0-999-generic (x86_64) 20200519,5.7.0-999-generic (x86_64) 20200519,5.7.0-999-generic (x86_64) 20200519
Desktop,,GNOME Shell 3.36.1,GNOME Shell 3.36.1,GNOME Shell 3.36.1
Display Server,,X Server 1.20.8,X Server 1.20.8,X Server 1.20.8
Display Driver,,amdgpu 19.1.0,amdgpu 19.1.0,amdgpu 19.1.0
OpenGL,,4.6 Mesa 20.0.4 (LLVM 9.0.1),4.6 Mesa 20.0.4 (LLVM 9.0.1),4.6 Mesa 20.0.4 (LLVM 9.0.1)
Compiler,,GCC 9.3.0,GCC 9.3.0,GCC 9.3.0
File-System,,ext4,ext4,ext4
Screen Resolution,,3840x2160,3840x2160,3840x2160
,,"Core i9 10900K","Ryzen 9 3950X","Ryzen 9 3900X"
"7-Zip Compression - Compress Speed Test (MIPS)",HIB,65002,90026,77173
"ACES DGEMM - Sustained Floating-Point Rate (GFLOP/s)",HIB,5.351115,5.537606,3.930056
"Aircrack-ng - (k/s)",HIB,45911.889,58218.496,42519.306
"Algebraic Multi-Grid Benchmark - (Figure Of Merit)",HIB,23126.76,26109.85,26215.28
"AOBench - Size: 2048 x 2048 - Total Time (sec)",LIB,27.170,31.131,30.241
"AOM AV1 - Encoder Mode: Speed 0 Two-Pass (FPS)",HIB,0.35,0.34,0.33
"AOM AV1 - Encoder Mode: Speed 4 Two-Pass (FPS)",HIB,2.93,2.71,2.67
"AOM AV1 - Encoder Mode: Speed 6 Realtime (FPS)",HIB,25.31,19.22,19.57
"AOM AV1 - Encoder Mode: Speed 6 Two-Pass (FPS)",HIB,4.66,4.16,4.13
"AOM AV1 - Encoder Mode: Speed 8 Realtime (FPS)",HIB,49.01,38.24,37.93
"Appleseed - Scene: Emily (sec)",LIB,299.753452,213.491346,271.184439
"Appleseed - Scene: Disney Material (sec)",LIB,174.867928,121.874074,162.581987
"Appleseed - Scene: Material Tester (sec)",LIB,164.002915,128.457773,162.954433
"ASKAP - Test: tConvolve MT - Gridding (Million Grid Points/sec)",HIB,1142.24,874.050,899.610
"ASKAP - Test: tConvolve MT - Degridding (Million Grid Points/sec)",HIB,1946.32,1617.76,2049.44
"ASKAP - Test: tConvolve MPI - Gridding (Million Grid Points/sec)",HIB,1161.18,892.666,924.679
"ASKAP - Test: tConvolve MPI - Degridding (Million Grid Points/sec)",HIB,1953.46,1657.41,2114.07
"ASKAP - Test: tConvolve OpenMP - Gridding (Million Grid Points/sec)",HIB,1307.36,1164.69,1173.09
"ASKAP - Test: tConvolve OpenMP - Degridding (Million Grid Points/sec)",HIB,2164.78,1924.76,2350.74
"asmFish - 1024 Hash Memory, 26 Depth (Nodes/s)",HIB,39969419,51867171,39823131
"Basemark GPU - Renderer: OpenGL - Resolution: 3840 x 2160 - Graphics Preset: High (FPS)",HIB,59.64,73.68,72.41
"Basemark GPU - Renderer: Vulkan - Resolution: 3840 x 2160 - Graphics Preset: High (FPS)",HIB,81.93,80.95,80.76
"Basemark GPU - Renderer: Vulkan - Resolution: 3840 x 2160 - Graphics Preset: Medium (FPS)",HIB,404.07,415.32,413.46
"Basis Universal - Settings: ETC1S (sec)",LIB,42.177,42.788,45.085
"Basis Universal - Settings: UASTC Level 0 (sec)",LIB,6.514,7.197,7.164
"Basis Universal - Settings: UASTC Level 2 (sec)",LIB,25.170,19.048,23.301
"Basis Universal - Settings: UASTC Level 3 (sec)",LIB,46.509,32.607,41.696
"Basis Universal - Settings: UASTC Level 2 + RDO Post-Processing (sec)",LIB,573.950,587.383,606.112
"BLAKE2 - (Cycles/Byte)",LIB,4.03,7.64,8.33
"Blender - Blend File: BMW27 - Compute: CPU-Only (sec)",LIB,114.39,84.77,115.76
"Blender - Blend File: Classroom - Compute: CPU-Only (sec)",LIB,338.66,226.13,311.21
"Blender - Blend File: Fishy Cat - Compute: CPU-Only (sec)",LIB,179.55,123.52,166.42
"Blender - Blend File: Barbershop - Compute: CPU-Only (sec)",LIB,473.60,342.25,456.81
"Blender - Blend File: Pabellon Barcelona - Compute: CPU-Only (sec)",LIB,426.20,285.86,386.08
"Bork File Encrypter - File Encryption Time (sec)",LIB,5.124,8.578,8.314
"Botan - Test: KASUMI (MiB/s)",HIB,115.381,101.025,105.414
"Botan - Test: AES-256 (MiB/s)",HIB,4925.383,5865.127,6075.215
"Botan - Test: Twofish (MiB/s)",HIB,446.240,393.003,407.570
"Botan - Test: Blowfish (MiB/s)",HIB,556.522,479.252,495.035
"Botan - Test: CAST-256 (MiB/s)",HIB,175.908,156.180,162.758
"BRL-CAD - VGR Performance Metric (VGR Performance Metric)",HIB,192500,251130,180368
"Build2 - Time To Compile (sec)",LIB,84.939,70.665,80.781
"Bullet Physics Engine - Test: Raytests (sec)",LIB,2.043963,2.084161,2.019045
"Bullet Physics Engine - Test: 3000 Fall (sec)",LIB,3.359547,3.367286,3.248007
"Bullet Physics Engine - Test: 1000 Stack (sec)",LIB,3.810223,4.047731,3.919947
"Bullet Physics Engine - Test: 1000 Convex (sec)",LIB,3.584657,3.745295,3.629240
"Bullet Physics Engine - Test: 136 Ragdolls (sec)",LIB,2.233182,2.150808,2.079670
"Bullet Physics Engine - Test: Prim Trimesh (sec)",LIB,0.782503,0.788758,0.76360
"Bullet Physics Engine - Test: Convex Trimesh (sec)",LIB,0.937118,0.943135,0.913705
"C-Blosc - Compressor: blosclz (MB/s)",HIB,10910.3,11288.3,11462.2
"C-Ray - Total Time - 4K, 16 Rays Per Pixel (sec)",LIB,52.130,31.594,43.141
"CacheBench - Test: Read (MB/s)",HIB,4322.00,3052.12,3146.58
"CacheBench - Test: Write (MB/s)",HIB,36212.481005556,31703.460470254,33242.454718857
"CacheBench - Test: Read / Modify / Write (MB/s)",HIB,55905.544804571,61491.832424857,64003.116882000
"Core-Latency - Average Latency Between CPU Cores (ns)",LIB,97.21,152.54,152.15
"Coremark - CoreMark Size 666 - Iterations Per Second (Iterations/Sec)",HIB,517909.118687,711755.162474,521955.180897
"CP2K Molecular Dynamics - Fayalite-FIST Data (sec)",LIB,855.403,324.193,322.337
"Cpuminer-Opt - Algorithm: m7m (kH/s - Hash Speed)",HIB,407.75,838.57,620.08
"Cpuminer-Opt - Algorithm: deep (kH/s - Hash Speed)",HIB,12397,15150,11180
"Cpuminer-Opt - Algorithm: lbry (kH/s - Hash Speed)",HIB,38917,46910,34287
"Cpuminer-Opt - Algorithm: skein (kH/s - Hash Speed)",HIB,45343,54471,39203
"Cpuminer-Opt - Algorithm: sha256t (kH/s - Hash Speed)",HIB,102523,119460,85090
"Crypto++ - Test: All Algorithms (MiB/s)",HIB,1961.581817,1783.999801,1834.962085
"Crypto++ - Test: Keyed Algorithms (MiB/s)",HIB,789.168824,697.187580,724.599119
"Crypto++ - Test: Unkeyed Algorithms (MiB/s)",HIB,407.907548,389.039005,399.979171
"Crypto++ - Test: Integer + Elliptic Curve Public Key Algorithms (MiB/s)",HIB,6377.634939,5494.248758,5542.894163
"ctx_clock - Context Switch Time (Clocks)",LIB,144,140,152
"Cython benchmark - (sec)",LIB,35.064,38.658,38.293
"DaCapo Benchmark - Java Test: H2 (msec)",LIB,2615,3293,3175
"DaCapo Benchmark - Java Test: Jython (msec)",LIB,3319,4010,3994
"DaCapo Benchmark - Java Test: Tradesoap (msec)",LIB,2889,3442,3515
"DaCapo Benchmark - Java Test: Tradebeans (msec)",LIB,2478,4064,3824
"dav1d - Video Input: Chimera 1080p (FPS)",HIB,700.92,519.76,501.60
"dav1d - Video Input: Summer Nature 4K (FPS)",HIB,177.43,187.35,179.83
"dav1d - Video Input: Summer Nature 1080p (FPS)",HIB,671.39,547.69,504.52
"dav1d - Video Input: Chimera 1080p 10-bit (FPS)",HIB,131.44,113.65,109.38
"dav1d - Video Input: Chimera 1080p (FPS)",HIB,782.60,626.95,585.44
"dav1d - Video Input: Summer Nature 4K (FPS)",HIB,185.20,204.01,196.83
"dav1d - Video Input: Summer Nature 1080p (FPS)",HIB,735.61,587.62,541.15
"dav1d - Video Input: Chimera 1080p 10-bit (FPS)",HIB,132.44,114.24,109.48
"DeepSpeech - Acceleration: CPU (sec)",LIB,78.36647,64.61712,63.85394
"ebizzy - (Records/s)",HIB,495906,1373026,1072379
"Embree - Binary: Pathtracer - Model: Crown (FPS)",HIB,15.4524,20.8580,15.7238
"Embree - Binary: Pathtracer ISPC - Model: Crown (FPS)",HIB,17.7342,20.0572,14.8624
"Embree - Binary: Pathtracer - Model: Asian Dragon (FPS)",HIB,17.5550,21.4302,16.6970
"Embree - Binary: Pathtracer - Model: Asian Dragon Obj (FPS)",HIB,16.1775,19.6503,15.4413
"Embree - Binary: Pathtracer ISPC - Model: Asian Dragon (FPS)",HIB,20.5126,21.3600,16.5440
"Embree - Binary: Pathtracer ISPC - Model: Asian Dragon Obj (FPS)",HIB,18.2419,19.0858,14.8656
"ET: Legacy - Renderer: Renderer2 - Resolution: 3840 x 2160 (FPS)",HIB,288.5,255.8,255.2
"Facebook RocksDB - Test: Random Fill (Op/s)",HIB,656303,680458,675693
"Facebook RocksDB - Test: Random Read (Op/s)",HIB,68514144,95962407,70278367
"Facebook RocksDB - Test: Sequential Fill (Op/s)",HIB,1431900,1292441,1161941
"Facebook RocksDB - Test: Random Fill Sync (Op/s)",HIB,2875,5148,3736
"Facebook RocksDB - Test: Read While Writing (Op/s)",HIB,2911882,3615702,2745421
"FFmpeg - H.264 HD To NTSC DV (sec)",LIB,4.562,7.197,7.079
"FFTW - Build: Stock - Size: 2D FFT Size 4096 (Mflops)",HIB,6969.1,6457.7,6618.9
"FFTW - Build: Float + SSE - Size: 2D FFT Size 4096 (Mflops)",HIB,27489,21239,23782
"Fhourstones - Complex Connect-4 Solving (Kpos / sec)",HIB,17312.0,14986.6,15513.5
"FLAC Audio Encoding - WAV To FLAC (sec)",LIB,7.699,8.250,8.165
"G'MIC - Test: Plotting Isosurface Of A 3D Volume, 1000 Times (sec)",LIB,16.006,18.735,18.659
"GEGL - Operation: Crop (sec)",LIB,6.764,7.538,7.538
"GEGL - Operation: Scale (sec)",LIB,4.822,5.042,5.041
"GEGL - Operation: Cartoon (sec)",LIB,78.938,89.855,89.909
"GEGL - Operation: Reflect (sec)",LIB,25.416,29.718,30.079
"GEGL - Operation: Antialias (sec)",LIB,32.111,37.298,37.209
"GEGL - Operation: Tile Glass (sec)",LIB,24.658,29.061,29.111
"GEGL - Operation: Wavelet Blur (sec)",LIB,52.123,61.585,60.766
"GEGL - Operation: Color Enhance (sec)",LIB,50.055,54.906,56.404
"GEGL - Operation: Rotate 90 Degrees (sec)",LIB,32.369,37.640,38.608
"GIMP - Test: resize (sec)",LIB,6.135,6.689,6.805
"GIMP - Test: rotate (sec)",LIB,9.573,10.542,10.616
"GIMP - Test: auto-levels (sec)",LIB,9.693,11.692,11.411
"GIMP - Test: unsharp-mask (sec)",LIB,11.946,14.776,14.332
"Git - Time To Complete Common Git Commands (sec)",LIB,41.515,45.230,44.703
"GnuPG - 2GB File Encryption (sec)",LIB,7.949,11.194,11.194
"Go Benchmarks - Test: json (ns/op)",LIB,3100011,2321631,3113406
"Go Benchmarks - Test: garbage (ns/op)",LIB,788879,750702,895881
"GraphicsMagick - Operation: Swirl (Iterations/min)",HIB,529,1007,756
"GraphicsMagick - Operation: Rotate (Iterations/min)",HIB,888,730,743
"GraphicsMagick - Operation: Sharpen (Iterations/min)",HIB,175,248,183
"GraphicsMagick - Operation: Enhanced (Iterations/min)",HIB,269,400,295
"GraphicsMagick - Operation: Resizing (Iterations/min)",HIB,1266,1774,1400
"GraphicsMagick - Operation: Noise-Gaussian (Iterations/min)",HIB,317,455,357
"GraphicsMagick - Operation: HWB Color Space (Iterations/min)",HIB,1219,1507,1345
"GROMACS - Water Benchmark (Ns/Day)",HIB,0.978,1.236,1.134
"Gzip Compression - Linux Source Tree Archiving To .tar.gz (sec)",LIB,28.833,33.392,33.440
"Hackbench - Count: 1 - Type: Thread (sec)",LIB,2.245,3.016,3.100
"Hackbench - Count: 1 - Type: Process (sec)",LIB,2.029,2.711,3.005
"Hackbench - Count: 32 - Type: Process (sec)",LIB,49.161,54.263,70.318
"Hierarchical INTegration - Test: FLOAT (QUIPs)",HIB,510613895.03709,380487205.36603,388972627.13497
"High Performance Conjugate Gradient - (GFLOP/s)",HIB,4.36353,4.58602,5.12240
"Himeno Benchmark - Poisson Pressure Solver (MFLOPS)",HIB,4394.725879,4966.364401,4916.447055
"IndigoBench - Scene: Bedroom (M samples/s)",HIB,1.894,2.669,2.037
"IndigoBench - Scene: Supercar (M samples/s)",HIB,4.435,5.660,4.329
"Intel Open Image Denoise - Scene: Memorial (Images / Sec)",HIB,11.12,12.73,11.02
"IOR - Write Test (MB/s)",HIB,249.66,279.04,260.42
"IOR - Read Test (MB/s)",HIB,867.37,1083.44,952.61
"IPC_benchmark - Type: TCP Socket - Message Bytes: 4096 (Messages/sec)",HIB,1575932,1445302,1413139
"IPC_benchmark - Type: Unnamed Pipe - Message Bytes: 4096 (Messages/sec)",HIB,1460097,2268105,2212383
"IPC_benchmark - Type: FIFO Named Pipe - Message Bytes: 4096 (Messages/sec)",HIB,1462821,2260588,2228079
"IPC_benchmark - Type: Unnamed Unix Domain Socket - Message Bytes: 4096 (Messages/sec)",HIB,1260891,1088654,1080041
"Java Gradle Build - Gradle Build: Reactor (sec)",LIB,188.102,251.425,251.776
"Java SciMark - Computational Test: Composite (Mflops)",HIB,3053.01,3115.94,3090.72
"Java SciMark - Computational Test: Monte Carlo (Mflops)",HIB,1258.51,1752.90,1737.62
"Java SciMark - Computational Test: Fast Fourier Transform (Mflops)",HIB,1930.39,2134.31,2088.40
"Java SciMark - Computational Test: Sparse Matrix Multiply (Mflops)",HIB,2779.91,2784.06,2750.02
"Java SciMark - Computational Test: Dense LU Matrix Factorization (Mflops)",HIB,7302.38,6834.75,6829.49
"Java SciMark - Computational Test: Jacobi Successive Over-Relaxation (Mflops)",HIB,1993.88,2073.68,2048.05
"John The Ripper - Test: Blowfish (Real C/S)",HIB,23257,27740,20306
"John The Ripper - Test: MD5 (Real C/S)",HIB,1383667,1771667,1303333
"LAME MP3 Encoding - WAV To MP3 (sec)",LIB,6.974,6.954,6.955
"LeelaChessZero - Backend: BLAS (Nodes/s)",HIB,378,380,512
"LeelaChessZero - Backend: Eigen (Nodes/s)",HIB,607,400,512
"LeelaChessZero - Backend: Random (Nodes/s)",HIB,231501,185500,183084
"libgav1 - Video Input: Chimera 1080p (FPS)",HIB,83.73,51.13,53.27
"libgav1 - Video Input: Summer Nature 4K (FPS)",HIB,34.85,24.18,24.76
"libgav1 - Video Input: Summer Nature 1080p (FPS)",HIB,135.37,78.41,82.00
"libgav1 - Video Input: Chimera 1080p 10-bit (FPS)",HIB,31.25,21.19,21.54
"libjpeg-turbo tjbench - Test: Decompression Throughput (Megapixels/sec)",HIB,237.108141,221.087385,229.874764
"LibreOffice - Test: 20 Documents To PDF (sec)",LIB,6.403,6.605,6.526
"LULESH - (z/s)",HIB,11.960647,9.8209433,9.8754752
"LuxCoreRender - Scene: DLSC (M samples/sec)",HIB,2.19,3.29,2.42
"LuxCoreRender - Scene: Rainbow Colors and Prism (M samples/sec)",HIB,2.47,3.56,2.66
"lzbench - Test: XZ 0 - Process: Compression (MB/s)",HIB,51,43,44
"lzbench - Test: XZ 0 - Process: Decompression (MB/s)",HIB,138,136,137
"lzbench - Test: Zstd 1 - Process: Compression (MB/s)",HIB,615,568,562
"lzbench - Test: Zstd 1 - Process: Decompression (MB/s)",HIB,1776,1563,1563
"lzbench - Test: Zstd 8 - Process: Compression (MB/s)",HIB,104,111,111
"lzbench - Test: Zstd 8 - Process: Decompression (MB/s)",HIB,1884,1714,1718
"lzbench - Test: Crush 0 - Process: Compression (MB/s)",HIB,131,114,114
"lzbench - Test: Crush 0 - Process: Decompression (MB/s)",HIB,612,529,528
"lzbench - Test: Brotli 0 - Process: Compression (MB/s)",HIB,543,555,558
"lzbench - Test: Brotli 0 - Process: Decompression (MB/s)",HIB,783,661,660
"lzbench - Test: Brotli 2 - Process: Compression (MB/s)",HIB,233,222,220
"lzbench - Test: Brotli 2 - Process: Decompression (MB/s)",HIB,908,780,777
"lzbench - Test: Libdeflate 1 - Process: Compression (MB/s)",HIB,290,271,272
"lzbench - Test: Libdeflate 1 - Process: Decompression (MB/s)",HIB,1482,1298,1297
"m-queens - Time To Solve (sec)",LIB,59.649,34.304,46.968
"Minion - Benchmark: Graceful (sec)",LIB,41.961286,39.558481,39.480966
"Minion - Benchmark: Solitaire (sec)",LIB,55.284448,57.688167,57.335704
"Minion - Benchmark: Quasigroup (sec)",LIB,93.440554,101.658951,105.770075
"Mlpack Benchmark - Benchmark: scikit_ica (sec)",LIB,53.21,53.76,51.65
"Mlpack Benchmark - Benchmark: scikit_qda (sec)",LIB,62.50,68.93,67.75
"Mlpack Benchmark - Benchmark: scikit_svm (sec)",LIB,20.91,19.21,18.83
"Mlpack Benchmark - Benchmark: scikit_linearridgeregression (sec)",LIB,4.05,2.04,1.95
"Multichase Pointer Chaser - Test: 4MB Array, 64 Byte Stride (ns)",LIB,5.206,4.720,4.704
"Multichase Pointer Chaser - Test: 1GB Array, 256 Byte Stride (ns)",LIB,44.604,67.366,67.275
"Multichase Pointer Chaser - Test: 256MB Array, 256 Byte Stride (ns)",LIB,41.813,67.194,67.324
"Multichase Pointer Chaser - Test: 1GB Array, 256 Byte Stride, 2 Threads (ns)",LIB,46.168,67.811,67.956
"Multichase Pointer Chaser - Test: 1GB Array, 256 Byte Stride, 4 Threads (ns)",LIB,50.128,70.200,70.135
"N-Queens - Elapsed Time (sec)",LIB,10.350,6.760,9.227
"NAMD - ATPase Simulation - 327,506 Atoms (days/ns)",LIB,1.20434,1.11719,1.48603
"NAS Parallel Benchmarks - Test / Class: BT.C (Mop/s)",HIB,26329.21,22727.17,23729.42
"NAS Parallel Benchmarks - Test / Class: FT.C (Mop/s)",HIB,11106.03,11557.65,8406.69
"NAS Parallel Benchmarks - Test / Class: MG.C (Mop/s)",HIB,11256.14,10835.78,13259.64
"NAS Parallel Benchmarks - Test / Class: SP.B (Mop/s)",HIB,5283.52,8390.19,8588.95
"NeatBench - Acceleration: CPU (FPS)",HIB,18.3,26.2,24.0
"Nebular Empirical Analysis Tool - (sec)",LIB,13.970,12.957,14.001
"Nettle - Test: aes256 (Mbyte/s)",HIB,8093.59,6114.17,6313.96
"Nettle - Test: chacha (Mbyte/s)",HIB,1359.761,992.023,1035.025
"Nettle - Test: sha512 (Mbyte/s)",HIB,639.74,640.16,651.73
"Nettle - Test: poly1305-aes (Mbyte/s)",HIB,3725.66,2711.19,2816.07
"Numenta Anomaly Benchmark - Detector: EXPoSE (sec)",LIB,624.538,644.836,649.945
"Numenta Anomaly Benchmark - Detector: Relative Entropy (sec)",LIB,16.561,14.391,15.790
"Numenta Anomaly Benchmark - Detector: Windowed Gaussian (sec)",LIB,7.665,6.695,7.716
"Numenta Anomaly Benchmark - Detector: Earthgecko Skyline (sec)",LIB,90.165,77.869,85.541
"Numenta Anomaly Benchmark - Detector: Bayesian Changepoint (sec)",LIB,36.066,26.176,28.995
"Numpy Benchmark - (Score)",HIB,444.12,414.61,404.01
"NWChem - Input: C240 Buckyball (sec)",LIB,12612.4,9794.6,12066.8
"oneDNN MKL-DNN - Harness: IP Batch 1D - Data Type: f32 (ms)",LIB,3.30905,4.58909,4.65347
"oneDNN MKL-DNN - Harness: IP Batch All - Data Type: f32 (ms)",LIB,56.9110,50.1698,53.6128
"oneDNN MKL-DNN - Harness: IP Batch 1D - Data Type: u8s8f32 (ms)",LIB,1.17466,1.34228,1.90423
"oneDNN MKL-DNN - Harness: IP Batch All - Data Type: u8s8f32 (ms)",LIB,19.0225,19.8851,25.8106
"oneDNN MKL-DNN - Harness: Deconvolution Batch deconv_1d - Data Type: f32 (ms)",LIB,3.03768,2.55517,3.05244
"oneDNN MKL-DNN - Harness: Deconvolution Batch deconv_3d - Data Type: f32 (ms)",LIB,4.76923,4.37431,4.97344
"oneDNN MKL-DNN - Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 (ms)",LIB,121.267,69.5926,97.2117
"oneDNN MKL-DNN - Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 (ms)",LIB,2.23525,2.63474,3.53971
"oneDNN MKL-DNN - Harness: Recurrent Neural Network Training - Data Type: f32 (ms)",LIB,169.855,190.560,205.448
"oneDNN MKL-DNN - Harness: Recurrent Neural Network Inference - Data Type: f32 (ms)",LIB,28.0154,26.6223,28.5551
"OpenSSL - RSA 4096-bit Performance (Signs/sec)",HIB,3755.9,4707.4,3483.9
"OpenVKL - Benchmark: vklBenchmark (Items / Sec)",HIB,192.83,234.25,176.08
"Optcarrot - Optimized Benchmark (FPS)",HIB,180.40,141.62,142.45
"OSBench - Test: Create Files (us/Event)",LIB,10.474451,11.633563,11.299691
"OSBench - Test: Create Threads (us/Event)",LIB,8.883476,12.243907,12.090683
"OSBench - Test: Launch Programs (us/Event)",LIB,26.023388,35.923322,34.843286
"OSBench - Test: Create Processes (us/Event)",LIB,16.390483,27.797222,27.266344
"OSBench - Test: Memory Allocations (Ns/Event)",LIB,56.163311,69.227616,69.195668
"Parallel BZIP2 Compression - 256MB File Compression (sec)",LIB,3.118,2.321,2.513
"ParaView - Test: Many Spheres - Resolution: 3840 x 2160 (Frames / Sec)",HIB,63.28,65.30,65.68
"ParaView - Test: Many Spheres - Resolution: 3840 x 2160 (MiPolys / Sec)",HIB,6344.437,6546.761,6585.177
"ParaView - Test: Wavelet Volume - Resolution: 3840 x 2160 (Frames / Sec)",HIB,81.60,202.90,215.88
"ParaView - Test: Wavelet Volume - Resolution: 3840 x 2160 (MiVoxels / Sec)",HIB,1305.639,3246.419,3454.050
"ParaView - Test: Wavelet Contour - Resolution: 3840 x 2160 (Frames / Sec)",HIB,188.23,189.67,194.10
"ParaView - Test: Wavelet Contour - Resolution: 3840 x 2160 (MiPolys / Sec)",HIB,1961.623,1976.572,2022.726
"Parboil - Test: OpenMP LBM (sec)",LIB,165.151103,160.964244,159.582743
"Parboil - Test: OpenMP CUTCP (sec)",LIB,2.718560,1.324664,2.105884
"Parboil - Test: OpenMP Stencil (sec)",LIB,16.403124,15.106023,15.858561
"Parboil - Test: OpenMP MRI Gridding (sec)",LIB,54.937194,31.274319,28.022609
"Pennant - Test: sedovbig (Hydro Cycle Time - sec)",LIB,4227.746,4297.572,3208.773
"Pennant - Test: leblancbig (Hydro Cycle Time - sec)",LIB,3917.814,4112.808,3078.007
"Perl Benchmarks - Test: Pod2html (sec)",LIB,0.09327881,0.11237626,0.11216737
"Perl Benchmarks - Test: Interpreter (sec)",LIB,0.00066725,0.00069115,0.00069735
"PlaidML - FP16: No - Mode: Inference - Network: VGG16 - Device: CPU (FPS)",HIB,19.28,23.31,18.84
"PlaidML - FP16: No - Mode: Inference - Network: VGG19 - Device: CPU (FPS)",HIB,16.09,19.19,15.54
"PlaidML - FP16: No - Mode: Inference - Network: Mobilenet - Device: CPU (FPS)",HIB,17.18,17.28,16.56
"PlaidML - FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU (FPS)",HIB,7.38,7.34,7.11
"PlaidML - FP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPU (FPS)",HIB,3.35,3.87,3.78
"PlaidML - FP16: No - Mode: Inference - Network: Inception V3 - Device: CPU (FPS)",HIB,9.23,11.21,10.58
"Polyhedron Fortran Benchmarks - Benchmark: ac (sec)",LIB,4.34,5.89,5.67
"Polyhedron Fortran Benchmarks - Benchmark: air (sec)",LIB,1.95,1.62,1.62
"Polyhedron Fortran Benchmarks - Benchmark: mdbx (sec)",LIB,3.87,4.27,4.3
"Polyhedron Fortran Benchmarks - Benchmark: doduc (sec)",LIB,6.13,6.56,6.31
"Polyhedron Fortran Benchmarks - Benchmark: linpk (sec)",LIB,2.31,3.05,3.21
"Polyhedron Fortran Benchmarks - Benchmark: aermod (sec)",LIB,4.57,5.49,5.39
"Polyhedron Fortran Benchmarks - Benchmark: rnflow (sec)",LIB,12.58,15,15
"Polyhedron Fortran Benchmarks - Benchmark: induct2 (sec)",LIB,14.45,21.35,21.42
"Polyhedron Fortran Benchmarks - Benchmark: protein (sec)",LIB,11.62,12.37,12.02
"Polyhedron Fortran Benchmarks - Benchmark: channel2 (sec)",LIB,43.45,42.71,45.17
"Polyhedron Fortran Benchmarks - Benchmark: fatigue2 (sec)",LIB,36.69,46.89,46.45
"Polyhedron Fortran Benchmarks - Benchmark: gas_dyn2 (sec)",LIB,39.99,41.78,43.25
"Polyhedron Fortran Benchmarks - Benchmark: test_fpu2 (sec)",LIB,28.67,26.44,27.38
"Polyhedron Fortran Benchmarks - Benchmark: mp_prop_design (sec)",LIB,49.13,53.27,51.77
"Primesieve - 1e12 Prime Number Generation (sec)",LIB,17.181,11.821,16.050
"PyBench - Total For Average Test Times (Milliseconds)",LIB,760,894,923
"PyPerformance - Benchmark: go (Milliseconds)",LIB,187,228,231
"PyPerformance - Benchmark: 2to3 (Milliseconds)",LIB,241,283,284
"PyPerformance - Benchmark: float (Milliseconds)",LIB,82.5,102,102
"PyPerformance - Benchmark: nbody (Milliseconds)",LIB,89.9,101,99.8
"PyPerformance - Benchmark: raytrace (Milliseconds)",LIB,352,427,429
"PyPerformance - Benchmark: json_loads (Milliseconds)",LIB,18.3,22.0,21.9
"PyPerformance - Benchmark: crypto_pyaes (Milliseconds)",LIB,83.2,97.2,99.9
"PyPerformance - Benchmark: regex_compile (Milliseconds)",LIB,133,155,156
"PyPerformance - Benchmark: django_template (Milliseconds)",LIB,38.3,45.5,45.5
"PyPerformance - Benchmark: pickle_pure_python (Milliseconds)",LIB,331,424,423
"Radiance Benchmark - Test: Serial (sec)",LIB,577.884,538.599,544.74
"Radiance Benchmark - Test: SMP Parallel (sec)",LIB,182.363,170.288,174.382
"RawTherapee - Total Benchmark Time (sec)",LIB,53.309,52.809,54.351
"rays1bench - Large Scene (mrays/s)",HIB,81.82,108.20,83.99
"Redis - Test: GET (Reqs/sec)",HIB,3788204.92,2609128.25,2575156.75
"Redis - Test: SET (Reqs/sec)",HIB,2770462.5,1992290.86,1913270.25
"Renaissance - Test: Scala Dotty (ms)",LIB,1339.483,1367.865,1377.241
"Renaissance - Test: Random Forest (ms)",LIB,1465.498,1815.569,1856.144
"Renaissance - Test: Apache Spark ALS (ms)",LIB,1654.489,1950.220,1970.560
"Renaissance - Test: Apache Spark Bayes (ms)",LIB,1704.120,2727.905,2980.558
"Renaissance - Test: Savina Reactors.IO (ms)",LIB,15777.244,10635.882,10971.463
"Renaissance - Test: Apache Spark PageRank (ms)",LIB,2894.892,3301.718,3349.249
"Renaissance - Test: Twitter HTTP Requests (ms)",LIB,2003.908,2094.159,2076.730
"Renaissance - Test: In-Memory Database Shootout (ms)",LIB,2968.390,3622.027,3562.492
"Renaissance - Test: Akka Unbalanced Cobwebbed Tree (ms)",LIB,9184.565,11096.640,10480.504
"Renaissance - Test: Genetic Algorithm Using Jenetics + Futures (ms)",LIB,1249.404,1725.093,1685.734
"Rodinia - Test: OpenMP LavaMD (sec)",LIB,21.053,14.967,20.284
"Rodinia - Test: OpenMP CFD Solver (sec)",LIB,18.283,10.914,13.540
"Rodinia - Test: OpenMP Streamcluster (sec)",LIB,17.306,25.517,21.731
"Scikit-Learn - (sec)",LIB,8.782,8.273,8.381
"Selenium - Benchmark: ARES-6 - Browser: Firefox (ms)",LIB,36.73,42.85,42.35
"Selenium - Benchmark: Kraken - Browser: Firefox (ms)",LIB,715.7,725.2,711.5
"Selenium - Benchmark: Octane - Browser: Firefox (Geometric Mean)",HIB,38776,34528,34455
"Selenium - Benchmark: WebXPRT - Browser: Firefox (Score)",HIB,294,252,271
"Selenium - Benchmark: Basemark - Browser: Firefox (Overall Score)",HIB,759.91,757.95,777.78
"Selenium - Benchmark: Jetstream - Browser: Firefox (Score)",HIB,237.52,218.55,219.07
"Selenium - Benchmark: CanvasMark - Browser: Firefox (Score)",HIB,14181,13796,14038
"Selenium - Benchmark: MotionMark - Browser: Firefox (Score)",HIB,231.54,161.79,157.37
"Selenium - Benchmark: StyleBench - Browser: Firefox (Runs / Minute)",HIB,104,84.4,84.9
"Selenium - Benchmark: Jetstream 2 - Browser: Firefox (Score)",HIB,102.083,95.645,92.053
"Selenium - Benchmark: Maze Solver - Browser: Firefox (sec)",LIB,5.4,4.5,4.4
"Selenium - Benchmark: Speedometer - Browser: Firefox (Runs/min)",HIB,104,99.34,100.5
"Selenium - Benchmark: ARES-6 - Browser: Google Chrome (ms)",LIB,17.47,20.20,20.08
"Selenium - Benchmark: Kraken - Browser: Google Chrome (ms)",LIB,779.3,743.1,745.8
"Selenium - Benchmark: Octane - Browser: Google Chrome (Geometric Mean)",HIB,54153,49230,49214
"Selenium - Benchmark: PSPDFKit WASM - Browser: Firefox (Score)",LIB,1148,1304,1303
"Selenium - Benchmark: WebXPRT - Browser: Google Chrome (Score)",HIB,264,258,257
"Selenium - Benchmark: Basemark - Browser: Google Chrome (Overall Score)",HIB,1074.56,1387.04,1182.12
"Selenium - Benchmark: Jetstream - Browser: Google Chrome (Score)",HIB,258.92,227.80,225.04
"Selenium - Benchmark: CanvasMark - Browser: Google Chrome (Score)",HIB,5033,5050,5015
"Selenium - Benchmark: StyleBench - Browser: Google Chrome (Runs / Minute)",HIB,37.6,37.7,37.7
"Selenium - Benchmark: Jetstream 2 - Browser: Google Chrome (Score)",HIB,149.132,138.227,137.449
"Selenium - Benchmark: Maze Solver - Browser: Google Chrome (sec)",LIB,5.4,4.1,4.1
"Selenium - Benchmark: Speedometer - Browser: Google Chrome (Runs/min)",HIB,130,133,133.5
"Selenium - Benchmark: PSPDFKit WASM - Browser: Google Chrome (Score)",LIB,1387,1509,1499
"Selenium - Benchmark: WASM imageConvolute - Browser: Firefox (ms)",LIB,27.1,26.2,26.5
"Selenium - Benchmark: WASM collisionDetection - Browser: Firefox (ms)",LIB,414.4,351.9,349.4
"Selenium - Benchmark: WASM imageConvolute - Browser: Google Chrome (ms)",LIB,35.7272,35.8952,35.3520
"Selenium - Benchmark: WASM collisionDetection - Browser: Google Chrome (ms)",LIB,343.4547,278.3210,287.964
"Smallpt - Global Illumination Renderer; 128 Samples (sec)",LIB,7.852,5.237,7.128
"Sockperf - Test: Throughput (Messages/sec)",HIB,639629,590729,561149
"Sockperf - Test: Latency Ping Pong (usec)",LIB,3.222,3.835,3.562
"SQLite Speedtest - Timed Time - Size 1,000 (sec)",LIB,44.924,58.132,56.290
"Stockfish - Total Time (Nodes/s)",HIB,35260191,50373394,37745672
"Stress-NG - Test: Atomic (Bogo Ops/s)",HIB,230445.25,747139.32,750757.53
"Stress-NG - Test: Crypto (Bogo Ops/s)",HIB,2677.73,4743.61,3480.92
"Stress-NG - Test: CPU Cache (Bogo Ops/s)",HIB,22.76,37.15,33.37
"Stress-NG - Test: CPU Stress (Bogo Ops/s)",HIB,4730.92,6620.82,4841.14
"Stress-NG - Test: Matrix Math (Bogo Ops/s)",HIB,62670.62,77933.94,58011.48
"Stress-NG - Test: Vector Math (Bogo Ops/s)",HIB,94530.77,148736.74,108652.40
"Stress-NG - Test: Socket Activity (Bogo Ops/s)",HIB,8781.93,11945.15,9097.70
"Stress-NG - Test: Context Switching (Bogo Ops/s)",HIB,5661607.84,7734523.74,5906453.74
"Swet - Average (Operations/sec)",HIB,972233554,816912713,856949071
"Sysbench - Test: CPU (Events/sec)",HIB,27065.9969,34951.1082,25774.9086
"Tachyon - Total Time (sec)",LIB,65.7816,46.0091,62.6019
"Tesseract - Resolution: 3840 x 2160 (FPS)",HIB,431.0337,364.8969,370.4192
"Timed Apache Compilation - Time To Compile (sec)",LIB,17.907,20.240,20.925
"Timed FFmpeg Compilation - Time To Compile (sec)",LIB,46.059,35.442,41.861
"Timed GCC Compilation - Time To Compile (sec)",LIB,716.255,731.029,791.848
"Timed GDB GNU Debugger Compilation - Time To Compile (sec)",LIB,77.059,88.759,93.554
"Timed HMMer Search - Pfam Database Search (sec)",LIB,4.281,5.086,5.327
"Timed ImageMagick Compilation - Time To Compile (sec)",LIB,25.033,20.860,23.301
"Timed Linux Kernel Compilation - Time To Compile (sec)",LIB,61.708,45.114,56.606
"Timed LLVM Compilation - Time To Compile (sec)",LIB,505.431,365.636,444.777
"Timed MPlayer Compilation - Time To Compile (sec)",LIB,29.273,20.967,25.913
"Timed MrBayes Analysis - Primate Phylogeny Analysis (sec)",LIB,63.719,70.989,73.344
"Timed PHP Compilation - Time To Compile (sec)",LIB,47.704,42.697,46.728
"toyBrot Fractal Generator - Implementation: TBB (ms)",LIB,79924,46547,63370
"toyBrot Fractal Generator - Implementation: OpenMP (ms)",LIB,80088,47670,64879
"toyBrot Fractal Generator - Implementation: C++ Tasks (ms)",LIB,79172,46370,63128
"toyBrot Fractal Generator - Implementation: C++ Threads (ms)",LIB,79413,46331,63031
"TSCP - AI Chess Performance (Nodes/s)",HIB,1623785,1320223,1383191
"TTSIOD 3D Renderer - Phong Rendering With Soft-Shadow Mapping (FPS)",HIB,706.616,834.379,674.239
"Tungsten Renderer - Scene: Hair (sec)",LIB,20.2258,13.6067,18.0122
"Tungsten Renderer - Scene: Water Caustic (sec)",LIB,23.6946,21.3900,24.1931
"Tungsten Renderer - Scene: Non-Exponential (sec)",LIB,5.14902,4.40751,5.82758
"Tungsten Renderer - Scene: Volumetric Caustic (sec)",LIB,6.98866,5.53479,7.38083
"Unigine Heaven - Resolution: 1920 x 1080 - Mode: Windowed - Renderer: OpenGL (FPS)",HIB,160.184,158.578,158.638
"Unigine Superposition - Resolution: 1920 x 1080 - Mode: Windowed - Quality: Low - Renderer: OpenGL (FPS)",HIB,229.3,176.2,180.3
"Unigine Superposition - Resolution: 1920 x 1080 - Mode: Windowed - Quality: High - Renderer: OpenGL (FPS)",HIB,77.7,82.2,82.2
"Unigine Superposition - Resolution: 1920 x 1080 - Mode: Windowed - Quality: Ultra - Renderer: OpenGL (FPS)",HIB,34.3,34.3,34.3
"Unigine Superposition - Resolution: 1920 x 1080 - Mode: Windowed - Quality: Medium - Renderer: OpenGL (FPS)",HIB,113.6,118.2,118.1
"Unigine Valley - Resolution: 1920 x 1080 - Mode: Windowed - Renderer: OpenGL (FPS)",HIB,176.703,160.954,161.595
"VP9 libvpx Encoding - Speed: Speed 0 (FPS)",HIB,8.20,7.79,7.68
"VP9 libvpx Encoding - Speed: Speed 5 (FPS)",HIB,30.43,25.53,25.79
"x264 - H.264 Video Encoding (FPS)",HIB,126.49,159.92,135.59
"x265 - H.265 1080p Video Encoding (FPS)",HIB,72.38,62.85,60.94
"Xonotic - Resolution: 3840 x 2160 - Effects Quality: Low (FPS)",HIB,532.2734013,544.3905119,542.3177191
"Xonotic - Resolution: 3840 x 2160 - Effects Quality: High (FPS)",HIB,438.9449334,442.1980742,440.1501785
"Xonotic - Resolution: 3840 x 2160 - Effects Quality: Ultra (FPS)",HIB,398.0959725,393.3117643,396.3926962
"Xonotic - Resolution: 3840 x 2160 - Effects Quality: Ultimate (FPS)",HIB,318.7844013,308.6831229,310.0139727
"Xsbench - (Lookups/s)",HIB,2639580,2653413,2590657
"XZ Compression - Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9 (sec)",LIB,22.326,24.112,25.043
"YafaRay - Total Time For Sample Scene (sec)",LIB,108.878,81.477,105.801
"Zstd Compression - Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19 (sec)",LIB,21.925,15.514,18.618
"Zstd Compression - Compression Level: 3 (MB/s)",HIB,2866.6,4013.6,4505.3
"Zstd Compression - Compression Level: 19 (MB/s)",HIB,30.3,39.6,38.9