AMD Ryzen 9 3950X 16-Core testing with a ASUS ROG CROSSHAIR VII HERO (WI-FI) (3103 BIOS) and Sapphire AMD Radeon RX 470/480/570/570X/580/580X/590 4GB on Ubuntu 20.04 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 2110273-TJ-3950XOKT523
3950X Okt
AMD Ryzen 9 3950X 16-Core testing with a ASUS ROG CROSSHAIR VII HERO (WI-FI) (3103 BIOS) and Sapphire AMD Radeon RX 470/480/570/570X/580/580X/590 4GB on Ubuntu 20.04 via the Phoronix Test Suite.
,,"1","2","3","4"
Processor,,AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads)
Motherboard,,ASUS ROG CROSSHAIR VII HERO (WI-FI) (3103 BIOS),ASUS ROG CROSSHAIR VII HERO (WI-FI) (3103 BIOS),ASUS ROG CROSSHAIR VII HERO (WI-FI) (3103 BIOS),ASUS ROG CROSSHAIR VII HERO (WI-FI) (3103 BIOS)
Chipset,,AMD Starship/Matisse,AMD Starship/Matisse,AMD Starship/Matisse,AMD Starship/Matisse
Memory,,16GB,16GB,16GB,16GB
Disk,,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB,Samsung SSD 970 EVO 250GB
Graphics,,Sapphire AMD Radeon RX 470/480/570/570X/580/580X/590 4GB (1260/1750MHz),Sapphire AMD Radeon RX 470/480/570/570X/580/580X/590 4GB (1260/1750MHz),Sapphire AMD Radeon RX 470/480/570/570X/580/580X/590 4GB (1260/1750MHz),Sapphire AMD Radeon RX 470/480/570/570X/580/580X/590 4GB (1260/1750MHz)
Audio,,AMD Ellesmere HDMI Audio,AMD Ellesmere HDMI Audio,AMD Ellesmere HDMI Audio,AMD Ellesmere HDMI Audio
Monitor,,VA2431,VA2431,VA2431,VA2431
Network,,Intel I211 + Realtek RTL8822BE 802.11a/b/g/n/ac,Intel I211 + Realtek RTL8822BE 802.11a/b/g/n/ac,Intel I211 + Realtek RTL8822BE 802.11a/b/g/n/ac,Intel I211 + Realtek RTL8822BE 802.11a/b/g/n/ac
OS,,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04
Kernel,,5.11.0-34-generic (x86_64),5.11.0-34-generic (x86_64),5.11.0-34-generic (x86_64),5.11.0-34-generic (x86_64)
Desktop,,GNOME Shell 3.36.4,GNOME Shell 3.36.4,GNOME Shell 3.36.4,GNOME Shell 3.36.4
Display Server,,X Server 1.20.9,X Server 1.20.9,X Server 1.20.9,X Server 1.20.9
OpenGL,,4.6 Mesa 20.0.8 (LLVM 10.0.0),4.6 Mesa 20.0.8 (LLVM 10.0.0),4.6 Mesa 20.0.8 (LLVM 10.0.0),4.6 Mesa 20.0.8 (LLVM 10.0.0)
Vulkan,,1.2.128,1.2.128,1.2.128,1.2.128
Compiler,,GCC 9.3.0,GCC 9.3.0,GCC 9.3.0,GCC 9.3.0
File-System,,ext4,ext4,ext4,ext4
Screen Resolution,,1920x1080,1920x1080,1920x1080,1920x1080
,,"1","2","3","4"
"PostgreSQL pgbench - Scaling Factor: 10000 - Clients: 1 - Mode: Read Only (TPS)",HIB,,,,
"Timed LLVM Compilation - Build System: Unix Makefiles (sec)",LIB,431.059,450.911,443.13,
"Timed LLVM Compilation - Build System: Ninja (sec)",LIB,401.399,411.442,408.038,406.264
"PostgreSQL pgbench - Scaling Factor: 1000 - Clients: 250 - Mode: Read Only - Average Latency (ms)",LIB,3.226,,,
"PostgreSQL pgbench - Scaling Factor: 1000 - Clients: 250 - Mode: Read Only (TPS)",HIB,77507,,,
"PostgreSQL pgbench - Scaling Factor: 1000 - Clients: 50 - Mode: Read Write - Average Latency (ms)",LIB,25.199,,,
"PostgreSQL pgbench - Scaling Factor: 1000 - Clients: 50 - Mode: Read Write (TPS)",HIB,1984,,,
"PostgreSQL pgbench - Scaling Factor: 1000 - Clients: 100 - Mode: Read Only - Average Latency (ms)",LIB,1.193,,,
"PostgreSQL pgbench - Scaling Factor: 1000 - Clients: 100 - Mode: Read Only (TPS)",HIB,83857,,,
"PostgreSQL pgbench - Scaling Factor: 1000 - Clients: 1 - Mode: Read Write - Average Latency (ms)",LIB,3.381,,,
"PostgreSQL pgbench - Scaling Factor: 1000 - Clients: 1 - Mode: Read Write (TPS)",HIB,296,,,
"PostgreSQL pgbench - Scaling Factor: 1000 - Clients: 1 - Mode: Read Only - Average Latency (ms)",LIB,0.083,,,
"PostgreSQL pgbench - Scaling Factor: 1000 - Clients: 1 - Mode: Read Only (TPS)",HIB,11985,,,
"PostgreSQL pgbench - Scaling Factor: 1000 - Clients: 50 - Mode: Read Only - Average Latency (ms)",LIB,0.552,,,
"PostgreSQL pgbench - Scaling Factor: 1000 - Clients: 50 - Mode: Read Only (TPS)",HIB,90595,,,
"PostgreSQL pgbench - Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency (ms)",LIB,50.538,,,
"PostgreSQL pgbench - Scaling Factor: 100 - Clients: 250 - Mode: Read Write (TPS)",HIB,4947,,,
"PostgreSQL pgbench - Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency (ms)",LIB,100.182,,,
"PostgreSQL pgbench - Scaling Factor: 100 - Clients: 500 - Mode: Read Write (TPS)",HIB,4991,,,
"PostgreSQL pgbench - Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average Latency (ms)",LIB,0.029,,,
"PostgreSQL pgbench - Scaling Factor: 100 - Clients: 1 - Mode: Read Only (TPS)",HIB,34593,,,
"PostgreSQL pgbench - Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average Latency (ms)",LIB,23.416,,,
"PostgreSQL pgbench - Scaling Factor: 100 - Clients: 100 - Mode: Read Write (TPS)",HIB,4271,,,
"PostgreSQL pgbench - Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency (ms)",LIB,0.986,,,
"PostgreSQL pgbench - Scaling Factor: 100 - Clients: 500 - Mode: Read Only (TPS)",HIB,507098,,,
"PostgreSQL pgbench - Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average Latency (ms)",LIB,9.976,,,
"PostgreSQL pgbench - Scaling Factor: 100 - Clients: 50 - Mode: Read Write (TPS)",HIB,5012,,,
"PostgreSQL pgbench - Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average Latency (ms)",LIB,0.185,,,
"PostgreSQL pgbench - Scaling Factor: 100 - Clients: 100 - Mode: Read Only (TPS)",HIB,539716,,,
"PostgreSQL pgbench - Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latency (ms)",LIB,0.09,,,
"PostgreSQL pgbench - Scaling Factor: 100 - Clients: 50 - Mode: Read Only (TPS)",HIB,555122,,,
"PostgreSQL pgbench - Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency (ms)",LIB,0.448,,,
"PostgreSQL pgbench - Scaling Factor: 100 - Clients: 250 - Mode: Read Only (TPS)",HIB,558384,,,
"PostgreSQL pgbench - Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average Latency (ms)",LIB,3.359,,,
"PostgreSQL pgbench - Scaling Factor: 100 - Clients: 1 - Mode: Read Write (TPS)",HIB,298,,,
"AOM AV1 - Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4K (FPS)",HIB,5.32,5.34,5.32,5.32
"Redis Memtier / Redis Benchmark - Test: GET (Operations/sec)",HIB,1176697.98,716820.55,715013.88,728279.34
"Redis Memtier / Redis Benchmark - Test: SET (Operations/sec)",HIB,853399.52,792960.14,784408.47,791204.55
"Redis Memtier / Redis Benchmark - Test: MIX (Operations/sec)",HIB,1078716.76,702416.7,721985.74,694246.55
"PostgreSQL pgbench - Scaling Factor: 1 - Clients: 500 - Mode: Read Write - Average Latency (ms)",LIB,1038.985,,,
"PostgreSQL pgbench - Scaling Factor: 1 - Clients: 500 - Mode: Read Write (TPS)",HIB,481,,,
"PostgreSQL pgbench - Scaling Factor: 1 - Clients: 250 - Mode: Read Write - Average Latency (ms)",LIB,421.934,,,
"PostgreSQL pgbench - Scaling Factor: 1 - Clients: 250 - Mode: Read Write (TPS)",HIB,593,,,
"PostgreSQL pgbench - Scaling Factor: 1 - Clients: 100 - Mode: Read Write - Average Latency (ms)",LIB,161.158,,,
"PostgreSQL pgbench - Scaling Factor: 1 - Clients: 100 - Mode: Read Write (TPS)",HIB,621,,,
"PostgreSQL pgbench - Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average Latency (ms)",LIB,78.951,,,
"PostgreSQL pgbench - Scaling Factor: 1 - Clients: 50 - Mode: Read Write (TPS)",HIB,633,,,
"PostgreSQL pgbench - Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average Latency (ms)",LIB,0.028,,,
"PostgreSQL pgbench - Scaling Factor: 1 - Clients: 1 - Mode: Read Only (TPS)",HIB,35711,,,
"PostgreSQL pgbench - Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average Latency (ms)",LIB,1.615,,,
"PostgreSQL pgbench - Scaling Factor: 1 - Clients: 1 - Mode: Read Write (TPS)",HIB,619,,,
"PostgreSQL pgbench - Scaling Factor: 1 - Clients: 500 - Mode: Read Only - Average Latency (ms)",LIB,0.918,,,
"PostgreSQL pgbench - Scaling Factor: 1 - Clients: 500 - Mode: Read Only (TPS)",HIB,544415,,,
"PostgreSQL pgbench - Scaling Factor: 1 - Clients: 250 - Mode: Read Only - Average Latency (ms)",LIB,0.428,,,
"PostgreSQL pgbench - Scaling Factor: 1 - Clients: 250 - Mode: Read Only (TPS)",HIB,584739,,,
"PostgreSQL pgbench - Scaling Factor: 1 - Clients: 100 - Mode: Read Only - Average Latency (ms)",LIB,0.174,,,
"PostgreSQL pgbench - Scaling Factor: 1 - Clients: 100 - Mode: Read Only (TPS)",HIB,575743,,,
"PostgreSQL pgbench - Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average Latency (ms)",LIB,0.085,,,
"PostgreSQL pgbench - Scaling Factor: 1 - Clients: 50 - Mode: Read Only (TPS)",HIB,585591,,,
"PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,2.511,2.562,2.56,2.512
"OpenCV - Test: Features 2D (ms)",LIB,110052,104378,104596,
"Zstd Compression - Compression Level: 19, Long Mode - Decompression Speed (MB/s)",HIB,3487.7,3499.3,3405.2,3368.7
"Zstd Compression - Compression Level: 19, Long Mode - Compression Speed (MB/s)",HIB,13.4,13.6,13.5,13.5
"PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.003,0.003,0.003,0.003
"OpenCV - Test: Object Detection (ms)",LIB,78056,106004,71207,
"PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,1.661,1.651,1.635,
"PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,1.495,1.495,1.535,1.53
"PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,1.357,1.292,1.293,1.35
"PostgreSQL pgbench - Scaling Factor: 1000 - Clients: 500 - Mode: Read Only (TPS)",HIB,,,,
"AOM AV1 - Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080p (FPS)",HIB,7.89,7.9,7.85,7.89
"PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.002,0.002,0.002,0.002
"AOM AV1 - Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K (FPS)",HIB,10.64,10.32,10.67,10.5
"AOM AV1 - Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080p (FPS)",HIB,9.71,9.69,9.67,9.66
"PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,0.718,0.723,0.741,0.726
"PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,1.115,1.156,1.16,1.15
"Redis Memtier / Redis Benchmark - Test: LPUSH and LPOP: lpop (Reqs/sec)",HIB,1320655,1339405.25,1286339,1282215.75
"PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.177,0.176,0.18,0.177
"Redis Memtier / Redis Benchmark - Test: LPUSH and LPOP: lpush (Reqs/sec)",HIB,1279754.25,1295504.62,1267909.25,1275184.88
"Nginx - Test: Short Connection - Connections: 1000 (Reqs/sec)",HIB,86005.38,85498.29,85396.17,84878.46
"Nginx - Test: Long Connection - Connections: 1000 (Reqs/sec)",HIB,98302.67,98189.86,102493.3,98248.42
"Nginx - Test: Short Connection - Connections: 500 (Reqs/sec)",HIB,87947.21,87564.69,87830.82,87800.37
"Nginx - Test: Long Connection - Connections: 500 (Reqs/sec)",HIB,105685.28,104629.03,105204.35,106276.85
"Nginx - Test: Long Connection - Connections: 100 (Reqs/sec)",HIB,120291.35,118730.51,118800.73,119478.96
"Nginx - Test: Short Connection - Connections: 100 (Reqs/sec)",HIB,93750.22,93578.69,93050.59,92784.58
"RAR Compression - Linux Source Tree Archiving To RAR (sec)",LIB,58.408,60.442,60.192,60.023
"PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.259,0.275,0.27,0.273
"AOM AV1 - Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K (FPS)",HIB,11.88,11.95,11.4,11.47
"PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,1.427,1.422,1.46,1.443
"ASTC Encoder - Preset: Exhaustive (sec)",LIB,41.1842,41.2923,41.2588,41.2675
"PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.286,0.297,0.296,0.297
"Kvazaar - Video Input: Bosphorus 4K - Video Preset: Medium (FPS)",HIB,13.67,13.73,13.67,13.71
"PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.028,0.028,0.028,0.029
"PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.284,0.283,0.277,0.284
"Zstd Compression - Compression Level: 19 - Decompression Speed (MB/s)",HIB,3290.7,3423.1,3469.6,3275.7
"Zstd Compression - Compression Level: 19 - Compression Speed (MB/s)",HIB,47.2,47.4,47.2,47.3
"PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.017,0.016,0.017,0.016
"PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.019,0.02,0.019,0.02
"Zstd Compression - Compression Level: 3, Long Mode - Decompression Speed (MB/s)",HIB,3822.9,3794.8,3889,3811.6
"Zstd Compression - Compression Level: 3, Long Mode - Compression Speed (MB/s)",HIB,374.9,376.5,379.3,375
"Zstd Compression - Compression Level: 3 - Compression Speed (MB/s)",HIB,4444.3,4476.9,4356.1,4307.1
"Zstd Compression - Compression Level: 3 - Decompression Speed (MB/s)",HIB,3626.4,3567.8,3631.4,
"Zstd Compression - Compression Level: 8 - Decompression Speed (MB/s)",HIB,3664.6,3726.2,3705.7,3704
"Zstd Compression - Compression Level: 8 - Compression Speed (MB/s)",HIB,838.3,749.9,790.9,813.9
"Zstd Compression - Compression Level: 8, Long Mode - Decompression Speed (MB/s)",HIB,3950.1,4021.9,4017.9,3983.8
"Zstd Compression - Compression Level: 8, Long Mode - Compression Speed (MB/s)",HIB,397.8,399.8,399.8,398.7
"PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.243,0.232,0.232,0.238
"PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.031,0.03,0.03,
"PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.016,0.015,0.016,0.016
"PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.011,0.011,0.011,0.011
"Cpuminer-Opt - Algorithm: x25x (kH/s)",HIB,529.04,528.02,535.7,525.67
"Cpuminer-Opt - Algorithm: Triple SHA-256, Onecoin (kH/s)",HIB,245150,237910,248930,248400
"Cpuminer-Opt - Algorithm: Quad SHA-256, Pyrite (kH/s)",HIB,135490,135720,135550,134940
"Cpuminer-Opt - Algorithm: LBC, LBRY Credits (kH/s)",HIB,42360,44390,42400,42140
"Cpuminer-Opt - Algorithm: Skeincoin (kH/s)",HIB,137770,136540,137070,137430
"Cpuminer-Opt - Algorithm: Ringcoin (kH/s)",HIB,3464.63,3455.42,3574.31,3685.79
"Cpuminer-Opt - Algorithm: Garlicoin (kH/s)",HIB,3741.8,3747.71,3745.25,3737.87
"Cpuminer-Opt - Algorithm: Myriad-Groestl (kH/s)",HIB,12660,12500,12490,12560
"Cpuminer-Opt - Algorithm: Deepcoin (kH/s)",HIB,15300,15490,15290,15260
"Cpuminer-Opt - Algorithm: Blake-2 S (kH/s)",HIB,576930,577910,574810,564790
"Cpuminer-Opt - Algorithm: Magi (kH/s)",HIB,857.03,808.65,856.2,860.13
"AOM AV1 - Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080p (FPS)",HIB,24.93,25.21,25.07,25.33
"PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.028,0.026,0.027,0.026
"PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.023,0.024,0.024,0.024
"PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.588,0.58,0.591,0.602
"PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.121,0.122,0.12,
"PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.001,0.001,0.001,0.001
"PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.005,0.005,0.005,0.005
"PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.018,0.017,0.017,0.017
"PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.106,0.112,0.109,0.111
"PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.37,0.357,0.37,0.368
"Kvazaar - Video Input: Bosphorus 4K - Video Preset: Very Fast (FPS)",HIB,27.19,26.84,27.05,27.19
"PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.121,0.118,0.118,0.121
"PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.374,0.379,0.38,0.377
"PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.342,0.36,0.359,0.346
"OpenSSL - (verify/s)",HIB,308505.4,308603.1,308201.8,307821.5
"OpenSSL - (sign/s)",HIB,4768.3,4768.5,4765.9,4763.6
"PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.073,0.075,0.072,0.072
"PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.014,0.015,0.014,0.014
"PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.06,0.057,0.057,0.057
"PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.001,0.001,0.001,0.001
"AOM AV1 - Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K (FPS)",HIB,39.76,40.74,39.16,40.5
"FLAC Audio Encoding - WAV To FLAC (sec)",LIB,14.324,16.247,16.166,16.492
"PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.088,0.102,0.093,0.086
"GIMP - Test: unsharp-mask (sec)",LIB,15.291,15.507,15.72,15.615
"PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.035,0.036,0.037,0.035
"PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.013,0.013,0.013,0.013
"OpenCV - Test: DNN - Deep Neural Network (ms)",LIB,15471,14503,12324,
"PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.057,0.058,0.059,0.06
"PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.001,0.001,0.001,0.001
"AOM AV1 - Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K (FPS)",HIB,48.4,50.05,47.38,49.65
"PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.085,0.086,0.087,0.089
"PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.001,0.001,0.001,
"Kvazaar - Video Input: Bosphorus 4K - Video Preset: Ultra Fast (FPS)",HIB,48.39,48.65,48.21,48.48
"AOM AV1 - Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K (FPS)",HIB,52.33,53.53,51,53.16
"GIMP - Test: auto-levels (sec)",LIB,12.259,12.284,12.417,12.27
"PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.006,0.006,0.006,
"PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.074,0.071,0.07,0.072
"PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.001,,,
"Kvazaar - Video Input: Bosphorus 1080p - Video Preset: Medium (FPS)",HIB,52.54,52.74,52.31,52.39
"GIMP - Test: rotate (sec)",LIB,11.039,10.97,11.367,10.913
"PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.007,0.007,0.007,0.007
"PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.022,0.022,0.022,0.021
"PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.059,0.061,0.058,0.059
"PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.278,0.279,0.279,0.285
"PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.05,0.048,0.049,0.049
"ASTC Encoder - Preset: Thorough (sec)",LIB,8.8589,9.0773,9.0371,9.0741
"PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.003,0.004,0.004,0.004
"PyHPC Benchmarks - Device: CPU - Backend: Theano - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.005,0.005,0.005,0.005
"GIMP - Test: resize (sec)",LIB,7.245,7.342,7.337,7.293
"PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.052,0.052,0.053,0.053
"PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,,,,
"PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.002,0.002,0.001,0.001
"AOM AV1 - Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080p (FPS)",HIB,98.4,98.61,99.5,98.71
"PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.005,0.005,0.005,0.005
"PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.034,0.034,0.034,0.035
"PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.004,0.004,0.004,0.004
"Kvazaar - Video Input: Bosphorus 1080p - Video Preset: Very Fast (FPS)",HIB,103.7,104.24,104.53,103.03
"PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.07,0.07,0.07,0.069
"PyHPC Benchmarks - Device: CPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.039,0.038,0.038,0.038
"AOM AV1 - Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080p (FPS)",HIB,113.62,114.76,118.05,115.73
"AOM AV1 - Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080p (FPS)",HIB,121.73,124.42,122.34,122.09
"PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.002,0.002,0.002,
"ASTC Encoder - Preset: Medium (sec)",LIB,4.1809,4.3456,4.375,4.3609
"Kvazaar - Video Input: Bosphorus 1080p - Video Preset: Ultra Fast (FPS)",HIB,184.05,186.37,185.14,184.58
"PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.002,0.002,0.002,0.002
"PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.016,0.016,0.016,0.016
"PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.005,0.005,0.005,0.004
"PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,,,,
"PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,,,,
"PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,,,,
"PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,,,,
"PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,,,,
"PostgreSQL pgbench - Scaling Factor: 10000 - Clients: 500 - Mode: Read Write (TPS)",HIB,,,,
"PostgreSQL pgbench - Scaling Factor: 10000 - Clients: 250 - Mode: Read Write (TPS)",HIB,,,,
"PostgreSQL pgbench - Scaling Factor: 10000 - Clients: 100 - Mode: Read Write (TPS)",HIB,,,,
"PostgreSQL pgbench - Scaling Factor: 10000 - Clients: 500 - Mode: Read Only (TPS)",HIB,,,,
"PostgreSQL pgbench - Scaling Factor: 10000 - Clients: 50 - Mode: Read Write (TPS)",HIB,,,,
"PostgreSQL pgbench - Scaling Factor: 10000 - Clients: 250 - Mode: Read Only (TPS)",HIB,,,,
"PostgreSQL pgbench - Scaling Factor: 10000 - Clients: 100 - Mode: Read Only (TPS)",HIB,,,,
"PostgreSQL pgbench - Scaling Factor: 1000 - Clients: 500 - Mode: Read Write (TPS)",HIB,,,,
"PostgreSQL pgbench - Scaling Factor: 1000 - Clients: 250 - Mode: Read Write (TPS)",HIB,,,,
"PostgreSQL pgbench - Scaling Factor: 1000 - Clients: 100 - Mode: Read Write (TPS)",HIB,,,,
"PostgreSQL pgbench - Scaling Factor: 10000 - Clients: 50 - Mode: Read Only (TPS)",HIB,,,,
"PostgreSQL pgbench - Scaling Factor: 10000 - Clients: 1 - Mode: Read Write (TPS)",HIB,,,,