Ubuntu 21.04 EPYC

AMD EPYC 72F3 8-Core testing with a Supermicro H12SSL-i v1.01 (2.0 BIOS) and ASPEED on Ubuntu 21.04 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 2104226-IB-UBUNTU21033
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results
Show Result Confidence Charts

Limit displaying results to tests within:

Audio Encoding 4 Tests
AV1 3 Tests
Bioinformatics 2 Tests
C++ Boost Tests 2 Tests
Timed Code Compilation 5 Tests
C/C++ Compiler Tests 11 Tests
CPU Massive 17 Tests
Creator Workloads 20 Tests
Cryptography 2 Tests
Database Test Suite 3 Tests
Encoding 10 Tests
Fortran Tests 2 Tests
Game Development 5 Tests
HPC - High Performance Computing 16 Tests
Machine Learning 7 Tests
Molecular Dynamics 5 Tests
MPI Benchmarks 2 Tests
Multi-Core 22 Tests
NVIDIA GPU Compute 3 Tests
Intel oneAPI 4 Tests
OpenMPI Tests 5 Tests
Programmer / Developer System Benchmarks 8 Tests
Python 2 Tests
Renderers 2 Tests
Scientific Computing 8 Tests
Server 5 Tests
Server CPU Tests 11 Tests
Single-Threaded 7 Tests
Speech 2 Tests
Telephony 2 Tests
Texture Compression 2 Tests
Video Encoding 6 Tests
Common Workstation Benchmarks 2 Tests

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Geometric Means Per-Suite/Category
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Disable Color Branding
Prefer Vertical Bar Graphs
No Box Plots
On Line Graphs With Missing Data, Connect The Line Gaps

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs
Condense Test Profiles With Multiple Version Results Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
View Logs
Performance Per
Dollar
Date
Run
  Test
  Duration
AMD EPYC 72F3
April 21 2021
  8 Hours, 8 Minutes
EPYC 72F3
April 22 2021
  8 Hours, 22 Minutes
Invert Hiding All Results Option
  8 Hours, 15 Minutes
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):


Ubuntu 21.04 EPYCProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionAMD EPYC 72F3EPYC 72F3AMD EPYC 72F3 8-Core @ 3.70GHz (8 Cores / 16 Threads)Supermicro H12SSL-i v1.01 (2.0 BIOS)AMD Starship/Matisse8 x 16 GB DDR4-3200MT/s 18ASF2G72PDZ-3G2E13841GB Micron_9300_MTFDHAL3T8TDPASPEEDVE2282 x Broadcom NetXtreme BCM5720 2-port PCIeUbuntu 21.045.11.0-16-generic (x86_64)GNOME Shell 3.38.4X Server 1.20.71.0.2GCC 11.0.1 20210413ext41920x10801024x768OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --disable-multilib --enable-checking=releaseProcessor Details- Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001119 Python Details- Python 3.9.4Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

AMD EPYC 72F3 vs. EPYC 72F3 ComparisonPhoronix Test SuiteBaseline+2.2%+2.2%+4.4%+4.4%+6.6%+6.6%5.1%3.6%2.6%2.4%2.4%2.2%S.F.P.R8.6%tConvolve MPI - GriddingR.C.a.P - CPU4.4%tConvolve OpenMP - Gridding3.7%CPUP.P.S100 - 50 - Read Write100 - 50 - Read Write - Average LatencyFayalite-FISTACES DGEMMASKAPLuxCoreRenderASKAPDeepSpeechHimeno BenchmarkPostgreSQL pgbenchPostgreSQL pgbenchCP2K Molecular DynamicsAMD EPYC 72F3EPYC 72F3

Ubuntu 21.04 EPYCcloverleaf: Lagrangian-Eulerian Hydrodynamicscp2k: Fayalite-FISTnamd: ATPase Simulation - 327,506 Atomshmmer: Pfam Database Searchopenfoam: Motorbike 30Mlammps: 20k Atomslammps: Rhodopsin Proteinsimdjson: Kostyasimdjson: LargeRandsimdjson: PartialTweetssimdjson: DistinctUserIDbotan: KASUMIbotan: KASUMI - Decryptbotan: AES-256botan: AES-256 - Decryptbotan: Twofishbotan: Twofish - Decryptbotan: Blowfishbotan: Blowfish - Decryptbotan: CAST-256botan: CAST-256 - Decryptbotan: ChaCha20Poly1305botan: ChaCha20Poly1305 - Decryptluxcorerender: DLSC - CPUluxcorerender: Danish Mood - CPUluxcorerender: Orange Juice - CPUluxcorerender: LuxCore Benchmark - CPUluxcorerender: Rainbow Colors and Prism - CPUospray: San Miguel - SciVisospray: XFrog Forest - SciVisospray: San Miguel - Path Tracerospray: NASA Streamlines - SciVisospray: XFrog Forest - Path Tracerospray: Magnetic Reconnection - SciVisospray: NASA Streamlines - Path Tracerospray: Magnetic Reconnection - Path Traceraom-av1: Speed 0 Two-Pass - Bosphorus 4Kaom-av1: Speed 4 Two-Pass - Bosphorus 4Kaom-av1: Speed 6 Realtime - Bosphorus 4Kaom-av1: Speed 6 Two-Pass - Bosphorus 4Kaom-av1: Speed 8 Realtime - Bosphorus 4Kaom-av1: Speed 9 Realtime - Bosphorus 4Kembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownembree: Pathtracer - Asian Dragonembree: Pathtracer - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objsvt-av1: Enc Mode 0 - 1080psvt-av1: Enc Mode 4 - 1080psvt-av1: Enc Mode 8 - 1080psvt-hevc: 1 - Bosphorus 1080psvt-hevc: 7 - Bosphorus 1080psvt-hevc: 10 - Bosphorus 1080psvt-vp9: VMAF Optimized - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080psvt-vp9: Visual Quality Optimized - Bosphorus 1080px265: Bosphorus 4Kx265: Bosphorus 1080pmt-dgemm: Sustained Floating-Point Rateoidn: Memorialopenvkl: vklBenchmarkcoremark: CoreMark Size 666 - Iterations Per Secondhimeno: Poisson Pressure Solveravifenc: 6avifenc: 10avifenc: 6, Losslessbuild-godot: Time To Compilebuild-linux-kernel: Time To Compilebuild-nodejs: Time To Compilenumpy: build-erlang: Time To Compilebuild-wasmer: Time To Compiledeepspeech: CPUencode-flac: WAV To FLACencode-mp3: WAV To MP3encode-opus: WAV To Opus Encodehelsing: 12 digithelsing: 14 digitrnnoise: securemark: SecureMark-TLSliquid-dsp: 1 - 256 - 57liquid-dsp: 2 - 256 - 57liquid-dsp: 4 - 256 - 57liquid-dsp: 8 - 256 - 57liquid-dsp: 16 - 256 - 57askap: tConvolve MT - Griddingaskap: tConvolve MT - Degriddingaskap: tConvolve MPI - Degriddingaskap: tConvolve MPI - Griddingaskap: tConvolve OpenMP - Griddingaskap: tConvolve OpenMP - Degriddingkeydb: tensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2pgbench: 100 - 50 - Read Onlypgbench: 100 - 50 - Read Only - Average Latencypgbench: 100 - 100 - Read Onlypgbench: 100 - 100 - Read Only - Average Latencypgbench: 100 - 250 - Read Onlypgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 50 - Read Writepgbench: 100 - 50 - Read Write - Average Latencypgbench: 100 - 100 - Read Writepgbench: 100 - 100 - Read Write - Average Latencypgbench: 100 - 250 - Read Writepgbench: 100 - 250 - Read Write - Average Latencyastcenc: Mediumastcenc: Thoroughastcenc: Exhaustivetoktx: UASTC 3toktx: Zstd Compression 9toktx: Zstd Compression 19toktx: UASTC 3 + Zstd Compression 19toktx: UASTC 4 + Zstd Compression 19caffe: AlexNet - CPU - 100caffe: GoogleNet - CPU - 100tnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1plaidml: No - Inference - VGG16 - CPUplaidml: No - Inference - VGG19 - CPUplaidml: No - Inference - ResNet 50 - CPUpybench: Total For Average Test Timesphpbench: PHP Benchmark Suiteencode-wavpack: WAV To WavPackinfluxdb: 4 - 10000 - 2,5000,1 - 10000influxdb: 64 - 10000 - 2,5000,1 - 10000AMD EPYC 72F3EPYC 72F330.031143.5281.9577191.25448.156.9116.9073.391.114.314.9698.77194.8536327.6826379.726366.161370.218440.172438.477146.674146.652839.414823.6101.891.242.791.416.7114.562.811.1820.141.5110.534.24166.670.153.8514.697.2636.1543.5612.180611.935213.701912.619613.614111.98640.1284.54935.3408.42121.94255.90174.09182.92137.8111.7859.273.5734957.76145409274.9608014474.62563311.5203.00249.062125.82589.154396.021440.98117.52454.17367.610876.9846.6867.1195.168543.04417.826282076687856671371166672719700005311000005931433335588.404934.506349.107951.385290.325471.5510311.00190511271709016012512529513694424472802314850.2162411370.4152417901.035238152.100250493.9972201111.3625.167112.5981100.124211.1742.46117.74616.604310.58937315102172245.680243.22314.0211.289.7583072852312.9851424060.51673745.330.301118.6671.9580691.05248.846.8776.8683.381.114.334.9798.69594.8446334.4406408.482365.888369.938438.570436.947146.678146.694838.024824.7601.861.252.791.406.4314.632.811.18201.5110.534.20166.670.153.8514.707.2036.2743.8612.128011.976413.662312.590613.773012.13260.1294.54035.0968.39121.85255.08173.44181.31137.4411.6358.243.2913547.77145411546.6210084589.36283411.6193.01249.211126.07089.361397.502443.12117.06554.44565.251726.9936.6997.1325.257546.63217.854282560682620001365633332715933335316466675938866675522.144950.266465.428358.575101.665542.45506884.14191115272688016067112598513725224533802330990.2152431930.4112448701.021243972.050250154.0022180911.4695.191612.6125100.116911.1912.46817.91816.642310.53437383102194246.263243.27913.9811.099.8583473064813.0611424062.01662367.2OpenBenchmarking.org

CloverLeaf

CloverLeaf is a Lagrangian-Eulerian hydrodynamics benchmark. This test profile currently makes use of CloverLeaf's OpenMP version and benchmarked with the clover_bm.in input file (Problem 5). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsEPYC 72F3AMD EPYC 72F3714212835SE +/- 0.13, N = 3SE +/- 0.05, N = 330.3030.031. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

CP2K Molecular Dynamics

CP2K is an open-source molecular dynamics software package focused on quantum chemistry and solid-state physics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 8.1Input: Fayalite-FISTAMD EPYC 72F3EPYC 72F320040060080010001143.531118.67

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsEPYC 72F3AMD EPYC 72F30.44060.88121.32181.76242.203SE +/- 0.00055, N = 3SE +/- 0.00064, N = 31.958061.95771

Timed HMMer Search

This test searches through the Pfam database of profile hidden markov models. The search finds the domain structure of Drosophila Sevenless protein. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchAMD EPYC 72F3EPYC 72F320406080100SE +/- 0.01, N = 3SE +/- 0.05, N = 391.2591.051. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

OpenFOAM

OpenFOAM is the leading free, open source software for computational fluid dynamics (CFD). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 30MEPYC 72F3AMD EPYC 72F31122334455SE +/- 0.07, N = 3SE +/- 0.16, N = 348.8448.151. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfiniteVolume -lgenericPatchFields -ldynamicMesh -lmeshTools -lOpenFOAM -ldl -lm

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k AtomsEPYC 72F3AMD EPYC 72F3246810SE +/- 0.016, N = 3SE +/- 0.014, N = 36.8776.9111. (CXX) g++ options: -O3 -pthread -lm

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin ProteinEPYC 72F3AMD EPYC 72F3246810SE +/- 0.013, N = 9SE +/- 0.002, N = 36.8686.9071. (CXX) g++ options: -O3 -pthread -lm

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: KostyaEPYC 72F3AMD EPYC 72F30.76281.52562.28843.05123.814SE +/- 0.01, N = 3SE +/- 0.01, N = 33.383.391. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: LargeRandomAMD EPYC 72F3EPYC 72F30.24980.49960.74940.99921.249SE +/- 0.00, N = 3SE +/- 0.00, N = 31.111.111. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: PartialTweetsAMD EPYC 72F3EPYC 72F30.97431.94862.92293.89724.8715SE +/- 0.01, N = 3SE +/- 0.00, N = 34.314.331. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: DistinctUserIDAMD EPYC 72F3EPYC 72F31.11832.23663.35494.47325.5915SE +/- 0.01, N = 3SE +/- 0.01, N = 34.964.971. (CXX) g++ options: -O3 -pthread

Botan

Botan is a BSD-licensed cross-platform open-source C++ crypto library "cryptography toolkit" that supports most publicly known cryptographic algorithms. The project's stated goal is to be "the best option for cryptography in C++ by offering the tools necessary to implement a range of practical systems, such as TLS protocol, X.509 certificates, modern AEAD ciphers, PKCS#11 and TPM hardware support, password hashing, and post quantum crypto schemes." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMIEPYC 72F3AMD EPYC 72F320406080100SE +/- 0.02, N = 3SE +/- 0.01, N = 398.7098.771. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMI - DecryptEPYC 72F3AMD EPYC 72F320406080100SE +/- 0.00, N = 3SE +/- 0.03, N = 394.8494.851. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256AMD EPYC 72F3EPYC 72F314002800420056007000SE +/- 0.21, N = 3SE +/- 1.43, N = 36327.686334.441. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256 - DecryptAMD EPYC 72F3EPYC 72F314002800420056007000SE +/- 5.41, N = 3SE +/- 16.31, N = 36379.736408.481. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: TwofishEPYC 72F3AMD EPYC 72F380160240320400SE +/- 0.07, N = 3SE +/- 0.14, N = 3365.89366.161. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Twofish - DecryptEPYC 72F3AMD EPYC 72F380160240320400SE +/- 0.02, N = 3SE +/- 0.11, N = 3369.94370.221. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: BlowfishEPYC 72F3AMD EPYC 72F3100200300400500SE +/- 0.84, N = 3SE +/- 0.16, N = 3438.57440.171. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Blowfish - DecryptEPYC 72F3AMD EPYC 72F390180270360450SE +/- 0.73, N = 3SE +/- 0.08, N = 3436.95438.481. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256AMD EPYC 72F3EPYC 72F3306090120150SE +/- 0.06, N = 3SE +/- 0.09, N = 3146.67146.681. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256 - DecryptAMD EPYC 72F3EPYC 72F3306090120150SE +/- 0.10, N = 3SE +/- 0.08, N = 3146.65146.691. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305EPYC 72F3AMD EPYC 72F32004006008001000SE +/- 0.87, N = 3SE +/- 0.53, N = 3838.02839.411. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305 - DecryptAMD EPYC 72F3EPYC 72F32004006008001000SE +/- 0.04, N = 3SE +/- 0.26, N = 3823.61824.761. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: CPUEPYC 72F3AMD EPYC 72F30.42530.85061.27591.70122.1265SE +/- 0.01, N = 3SE +/- 0.01, N = 31.861.89MIN: 1.79 / MAX: 1.94MIN: 1.81 / MAX: 1.96

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: CPUAMD EPYC 72F3EPYC 72F30.28130.56260.84391.12521.4065SE +/- 0.02, N = 4SE +/- 0.02, N = 31.241.25MIN: 0.31 / MAX: 1.58MIN: 0.31 / MAX: 1.58

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: CPUAMD EPYC 72F3EPYC 72F30.62781.25561.88342.51123.139SE +/- 0.01, N = 3SE +/- 0.01, N = 32.792.79MIN: 2.74 / MAX: 2.87MIN: 2.73 / MAX: 2.86

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: CPUEPYC 72F3AMD EPYC 72F30.31730.63460.95191.26921.5865SE +/- 0.00, N = 3SE +/- 0.01, N = 31.401.41MIN: 0.4 / MAX: 1.73MIN: 0.4 / MAX: 1.74

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Rainbow Colors and Prism - Acceleration: CPUEPYC 72F3AMD EPYC 72F3246810SE +/- 0.06, N = 15SE +/- 0.10, N = 36.436.71MIN: 5.68 / MAX: 6.74MIN: 6.39 / MAX: 6.92

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisAMD EPYC 72F3EPYC 72F348121620SE +/- 0.07, N = 3SE +/- 0.07, N = 314.5614.63MIN: 14.08 / MAX: 15.63MIN: 14.08 / MAX: 15.63

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisAMD EPYC 72F3EPYC 72F30.63231.26461.89692.52923.1615SE +/- 0.01, N = 3SE +/- 0.00, N = 32.812.81MIN: 2.73 / MAX: 2.85MIN: 2.7 / MAX: 2.85

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerAMD EPYC 72F3EPYC 72F30.26550.5310.79651.0621.3275SE +/- 0.00, N = 3SE +/- 0.00, N = 31.181.18MIN: 1.16 / MAX: 1.19MIN: 1.16 / MAX: 1.2

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisEPYC 72F3AMD EPYC 72F3510152025SE +/- 0.14, N = 320.0020.14MIN: 19.23 / MAX: 20.83MIN: 19.23 / MAX: 20.83

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerAMD EPYC 72F3EPYC 72F30.33980.67961.01941.35921.699SE +/- 0.00, N = 3SE +/- 0.00, N = 31.511.51MIN: 1.49 / MAX: 1.53MIN: 1.47 / MAX: 1.53

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisAMD EPYC 72F3EPYC 72F33691215SE +/- 0.00, N = 3SE +/- 0.00, N = 310.5310.53MIN: 10.31 / MAX: 11.11MIN: 10 / MAX: 11.11

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerEPYC 72F3AMD EPYC 72F30.9541.9082.8623.8164.77SE +/- 0.01, N = 3SE +/- 0.00, N = 34.204.24MIN: 3.97 / MAX: 4.26MIN: 4.13 / MAX: 4.29

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerAMD EPYC 72F3EPYC 72F34080120160200SE +/- 0.00, N = 3SE +/- 0.00, N = 10166.67166.67MIN: 142.86 / MAX: 200MIN: 142.86 / MAX: 200

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 4KAMD EPYC 72F3EPYC 72F30.03380.06760.10140.13520.169SE +/- 0.00, N = 3SE +/- 0.00, N = 30.150.151. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4KAMD EPYC 72F3EPYC 72F30.86631.73262.59893.46524.3315SE +/- 0.01, N = 3SE +/- 0.01, N = 33.853.851. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4KAMD EPYC 72F3EPYC 72F348121620SE +/- 0.03, N = 3SE +/- 0.07, N = 314.6914.701. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4KEPYC 72F3AMD EPYC 72F3246810SE +/- 0.00, N = 3SE +/- 0.03, N = 37.207.261. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4KAMD EPYC 72F3EPYC 72F3816243240SE +/- 0.28, N = 3SE +/- 0.07, N = 336.1536.271. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4KAMD EPYC 72F3EPYC 72F31020304050SE +/- 0.26, N = 3SE +/- 0.38, N = 1243.5643.861. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: CrownEPYC 72F3AMD EPYC 72F33691215SE +/- 0.02, N = 3SE +/- 0.05, N = 312.1312.18MIN: 11.99 / MAX: 12.37MIN: 12 / MAX: 12.47

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: CrownAMD EPYC 72F3EPYC 72F33691215SE +/- 0.03, N = 3SE +/- 0.04, N = 311.9411.98MIN: 11.76 / MAX: 12.19MIN: 11.46 / MAX: 12.26

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian DragonEPYC 72F3AMD EPYC 72F348121620SE +/- 0.06, N = 3SE +/- 0.08, N = 313.6613.70MIN: 13.51 / MAX: 13.86MIN: 13.54 / MAX: 13.98

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian Dragon ObjEPYC 72F3AMD EPYC 72F33691215SE +/- 0.02, N = 3SE +/- 0.01, N = 312.5912.62MIN: 12.52 / MAX: 12.74MIN: 12.55 / MAX: 12.76

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian DragonAMD EPYC 72F3EPYC 72F348121620SE +/- 0.02, N = 3SE +/- 0.07, N = 313.6113.77MIN: 13.41 / MAX: 13.8MIN: 13.57 / MAX: 14.09

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian Dragon ObjAMD EPYC 72F3EPYC 72F33691215SE +/- 0.01, N = 3SE +/- 0.03, N = 311.9912.13MIN: 11.79 / MAX: 12.28MIN: 11.99 / MAX: 12.42

SVT-AV1

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-AV1 CPU-based multi-threaded video encoder for the AV1 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 0 - Input: 1080pAMD EPYC 72F3EPYC 72F30.0290.0580.0870.1160.145SE +/- 0.001, N = 3SE +/- 0.001, N = 30.1280.1291. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pEPYC 72F3AMD EPYC 72F31.02352.0473.07054.0945.1175SE +/- 0.018, N = 3SE +/- 0.021, N = 34.5404.5491. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pEPYC 72F3AMD EPYC 72F3816243240SE +/- 0.04, N = 5SE +/- 0.06, N = 335.1035.341. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pEPYC 72F3AMD EPYC 72F3246810SE +/- 0.02, N = 3SE +/- 0.01, N = 38.398.421. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pEPYC 72F3AMD EPYC 72F3306090120150SE +/- 0.19, N = 7SE +/- 0.27, N = 3121.85121.941. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pEPYC 72F3AMD EPYC 72F360120180240300SE +/- 0.33, N = 10SE +/- 0.68, N = 3255.08255.901. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pEPYC 72F3AMD EPYC 72F34080120160200SE +/- 1.17, N = 9SE +/- 0.21, N = 3173.44174.091. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pEPYC 72F3AMD EPYC 72F34080120160200SE +/- 0.27, N = 9SE +/- 0.27, N = 3181.31182.921. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pEPYC 72F3AMD EPYC 72F3306090120150SE +/- 0.20, N = 8SE +/- 0.31, N = 3137.44137.811. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KEPYC 72F3AMD EPYC 72F33691215SE +/- 0.13, N = 7SE +/- 0.02, N = 311.6311.781. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pEPYC 72F3AMD EPYC 72F31326395265SE +/- 0.30, N = 5SE +/- 0.30, N = 358.2459.271. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

ACES DGEMM

This is a multi-threaded DGEMM benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateEPYC 72F3AMD EPYC 72F30.8041.6082.4123.2164.02SE +/- 0.021694, N = 3SE +/- 0.062739, N = 133.2913543.5734951. (CC) gcc options: -O3 -march=native -fopenmp

Intel Open Image Denoise

Open Image Denoise is a denoising library for ray-tracing and part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialAMD EPYC 72F3EPYC 72F3246810SE +/- 0.01, N = 3SE +/- 0.01, N = 37.767.77

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkAMD EPYC 72F3EPYC 72F3306090120150145145MIN: 1 / MAX: 560MIN: 1 / MAX: 563

Coremark

This is a test of EEMBC CoreMark processor benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondAMD EPYC 72F3EPYC 72F390K180K270K360K450KSE +/- 884.76, N = 3SE +/- 1142.43, N = 3409274.96411546.621. (CC) gcc options: -O2 -lrt" -lrt

Himeno Benchmark

The Himeno benchmark is a linear solver of pressure Poisson using a point-Jacobi method. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverAMD EPYC 72F3EPYC 72F310002000300040005000SE +/- 64.66, N = 15SE +/- 67.21, N = 154474.634589.361. (CC) gcc options: -O3 -mavx2

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6EPYC 72F3AMD EPYC 72F33691215SE +/- 0.03, N = 4SE +/- 0.02, N = 311.6211.521. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10EPYC 72F3AMD EPYC 72F30.67771.35542.03312.71083.3885SE +/- 0.006, N = 9SE +/- 0.005, N = 33.0123.0021. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessEPYC 72F3AMD EPYC 72F31122334455SE +/- 0.10, N = 3SE +/- 0.06, N = 349.2149.061. (CXX) g++ options: -O3 -fPIC -lm

Timed Godot Game Engine Compilation

This test times how long it takes to compile the Godot Game Engine. Godot is a popular, open-source, cross-platform 2D/3D game engine and is built using the SCons build system and targeting the X11 platform. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileEPYC 72F3AMD EPYC 72F3306090120150SE +/- 0.03, N = 3SE +/- 0.13, N = 3126.07125.83

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.10.20Time To CompileEPYC 72F3AMD EPYC 72F320406080100SE +/- 1.07, N = 3SE +/- 1.07, N = 389.3689.15

Timed Node.js Compilation

This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 15.11Time To CompileEPYC 72F3AMD EPYC 72F390180270360450SE +/- 0.31, N = 3SE +/- 0.20, N = 3397.50396.02

Numpy Benchmark

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkAMD EPYC 72F3EPYC 72F3100200300400500SE +/- 0.77, N = 3SE +/- 0.98, N = 3440.98443.12

Timed Erlang/OTP Compilation

This test times how long it takes to compile Erlang/OTP. Erlang is a programming language and run-time for massively scalable soft real-time systems with high availability requirements. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Erlang/OTP Compilation 23.2Time To CompileAMD EPYC 72F3EPYC 72F3306090120150SE +/- 0.20, N = 3SE +/- 0.11, N = 3117.52117.07

Timed Wasmer Compilation

This test times how long it takes to compile Wasmer. Wasmer is written in the Rust programming language and is a WebAssembly runtime implementation that supports WASI and EmScripten. This test profile builds Wasmer with the Cranelift and Singlepast compiler features enabled. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 1.0.2Time To CompileEPYC 72F3AMD EPYC 72F31224364860SE +/- 0.10, N = 3SE +/- 0.32, N = 354.4554.171. (CC) gcc options: -m64 -pie -nodefaultlibs -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc

DeepSpeech

Mozilla DeepSpeech is a speech-to-text engine powered by TensorFlow for machine learning and derived from Baidu's Deep Speech research paper. This test profile times the speech-to-text process for a roughly three minute audio recording. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUAMD EPYC 72F3EPYC 72F31530456075SE +/- 0.55, N = 3SE +/- 0.69, N = 367.6165.25

FLAC Audio Encoding

This test times how long it takes to encode a sample WAV file to FLAC format five times. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACEPYC 72F3AMD EPYC 72F3246810SE +/- 0.005, N = 6SE +/- 0.006, N = 56.9936.9841. (CXX) g++ options: -O2 -fvisibility=hidden -logg -lm

LAME MP3 Encoding

LAME is an MP3 encoder licensed under the LGPL. This test measures the time required to encode a WAV file to MP3 format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3EPYC 72F3AMD EPYC 72F3246810SE +/- 0.009, N = 6SE +/- 0.007, N = 36.6996.6861. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lncurses -lm

Opus Codec Encoding

Opus is an open audio codec. Opus is a lossy audio compression format designed primarily for interactive real-time applications over the Internet. This test uses Opus-Tools and measures the time required to encode a WAV file to Opus. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus EncodeEPYC 72F3AMD EPYC 72F3246810SE +/- 0.014, N = 6SE +/- 0.004, N = 57.1327.1191. (CXX) g++ options: -fvisibility=hidden -logg -lm

Helsing

Helsing is an open-source POSIX vampire number generator. This test profile measures the time it takes to generate vampire numbers between varying numbers of digits. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterHelsing 1.0-betaDigit Range: 12 digitEPYC 72F3AMD EPYC 72F31.18282.36563.54844.73125.9145.2575.1681. (CC) gcc options: -O2 -pthread -lcrypto

OpenBenchmarking.orgSeconds, Fewer Is BetterHelsing 1.0-betaDigit Range: 14 digitEPYC 72F3AMD EPYC 72F3120240360480600546.63543.041. (CC) gcc options: -O2 -pthread -lcrypto

RNNoise

RNNoise is a recurrent neural network for audio noise reduction developed by Mozilla and Xiph.Org. This test profile is a single-threaded test measuring the time to denoise a sample 26 minute long 16-bit RAW audio file using this recurrent neural network noise suppression library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28EPYC 72F3AMD EPYC 72F348121620SE +/- 0.04, N = 3SE +/- 0.01, N = 317.8517.831. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

SecureMark

SecureMark is an objective, standardized benchmarking framework for measuring the efficiency of cryptographic processing solutions developed by EEMBC. SecureMark-TLS is benchmarking Transport Layer Security performance with a focus on IoT/edge computing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmarks, More Is BetterSecureMark 1.0.4Benchmark: SecureMark-TLSAMD EPYC 72F3EPYC 72F360K120K180K240K300KSE +/- 801.00, N = 3SE +/- 1383.28, N = 32820762825601. (CC) gcc options: -pedantic -O3

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 1 - Buffer Length: 256 - Filter Length: 57EPYC 72F3AMD EPYC 72F315M30M45M60M75MSE +/- 573512.28, N = 3SE +/- 87563.94, N = 368262000687856671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 2 - Buffer Length: 256 - Filter Length: 57EPYC 72F3AMD EPYC 72F330M60M90M120M150MSE +/- 552941.63, N = 3SE +/- 61191.87, N = 31365633331371166671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 4 - Buffer Length: 256 - Filter Length: 57EPYC 72F3AMD EPYC 72F360M120M180M240M300MSE +/- 1535625.10, N = 3SE +/- 710093.89, N = 32715933332719700001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 8 - Buffer Length: 256 - Filter Length: 57AMD EPYC 72F3EPYC 72F3110M220M330M440M550MSE +/- 3074692.40, N = 3SE +/- 2041766.66, N = 35311000005316466671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 16 - Buffer Length: 256 - Filter Length: 57AMD EPYC 72F3EPYC 72F3130M260M390M520M650MSE +/- 554416.61, N = 3SE +/- 355027.39, N = 35931433335938866671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

ASKAP

ASKAP is a set of benchmarks from the Australian SKA Pathfinder. The principal ASKAP benchmarks are the Hogbom Clean Benchmark (tHogbomClean) and Convolutional Resamping Benchmark (tConvolve) as well as some previous ASKAP benchmarks being included as well for OpenCL and CUDA execution of tConvolve. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve MT - GriddingEPYC 72F3AMD EPYC 72F312002400360048006000SE +/- 64.72, N = 3SE +/- 21.67, N = 35522.145588.401. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve MT - DegriddingAMD EPYC 72F3EPYC 72F311002200330044005500SE +/- 8.30, N = 3SE +/- 34.90, N = 34934.504950.261. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMpix/sec, More Is BetterASKAP 1.0Test: tConvolve MPI - DegriddingAMD EPYC 72F3EPYC 72F314002800420056007000SE +/- 50.79, N = 3SE +/- 62.67, N = 56349.106465.421. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMpix/sec, More Is BetterASKAP 1.0Test: tConvolve MPI - GriddingAMD EPYC 72F3EPYC 72F32K4K6K8K10KSE +/- 0.00, N = 3SE +/- 64.79, N = 57951.388358.571. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve OpenMP - GriddingEPYC 72F3AMD EPYC 72F311002200330044005500SE +/- 51.82, N = 15SE +/- 34.80, N = 35101.665290.321. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve OpenMP - DegriddingAMD EPYC 72F3EPYC 72F312002400360048006000SE +/- 37.73, N = 3SE +/- 35.96, N = 155471.505542.451. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

KeyDB

A benchmark of KeyDB as a multi-threaded fork of the Redis server. The KeyDB benchmark is conducted using memtier-benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.16EPYC 72F3AMD EPYC 72F3110K220K330K440K550KSE +/- 1632.83, N = 3SE +/- 258.74, N = 3506884.14510311.001. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetEPYC 72F3AMD EPYC 72F340K80K120K160K200KSE +/- 62.38, N = 3SE +/- 10.60, N = 3191115190511

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4EPYC 72F3AMD EPYC 72F3600K1200K1800K2400K3000KSE +/- 212.21, N = 3SE +/- 342.20, N = 327268802717090

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileEPYC 72F3AMD EPYC 72F330K60K90K120K150KSE +/- 103.00, N = 3SE +/- 38.01, N = 3160671160125

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatEPYC 72F3AMD EPYC 72F330K60K90K120K150KSE +/- 102.61, N = 3SE +/- 40.37, N = 3125985125295

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantEPYC 72F3AMD EPYC 72F330K60K90K120K150KSE +/- 79.39, N = 3SE +/- 4.73, N = 3137252136944

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2EPYC 72F3AMD EPYC 72F3500K1000K1500K2000K2500KSE +/- 645.52, N = 3SE +/- 357.91, N = 324533802447280

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read OnlyAMD EPYC 72F3EPYC 72F350K100K150K200K250KSE +/- 276.25, N = 3SE +/- 332.66, N = 32314852330991. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average LatencyAMD EPYC 72F3EPYC 72F30.04860.09720.14580.19440.243SE +/- 0.000, N = 3SE +/- 0.000, N = 30.2160.2151. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read OnlyAMD EPYC 72F3EPYC 72F350K100K150K200K250KSE +/- 281.80, N = 3SE +/- 571.75, N = 32411372431931. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average LatencyAMD EPYC 72F3EPYC 72F30.09340.18680.28020.37360.467SE +/- 0.001, N = 3SE +/- 0.001, N = 30.4150.4111. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyAMD EPYC 72F3EPYC 72F350K100K150K200K250KSE +/- 207.21, N = 3SE +/- 102.95, N = 32417902448701. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyAMD EPYC 72F3EPYC 72F30.23290.46580.69870.93161.1645SE +/- 0.001, N = 3SE +/- 0.000, N = 31.0351.0211. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read WriteAMD EPYC 72F3EPYC 72F35K10K15K20K25KSE +/- 104.83, N = 3SE +/- 272.45, N = 323815243971. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average LatencyAMD EPYC 72F3EPYC 72F30.47250.9451.41751.892.3625SE +/- 0.009, N = 3SE +/- 0.023, N = 32.1002.0501. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read WriteEPYC 72F3AMD EPYC 72F35K10K15K20K25KSE +/- 423.48, N = 3SE +/- 314.10, N = 525015250491. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average LatencyEPYC 72F3AMD EPYC 72F30.90051.8012.70153.6024.5025SE +/- 0.067, N = 3SE +/- 0.051, N = 54.0023.9971. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read WriteEPYC 72F3AMD EPYC 72F35K10K15K20K25KSE +/- 75.09, N = 3SE +/- 42.31, N = 321809220111. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyEPYC 72F3AMD EPYC 72F33691215SE +/- 0.04, N = 3SE +/- 0.02, N = 311.4711.361. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.4Preset: MediumEPYC 72F3AMD EPYC 72F31.16812.33623.50434.67245.8405SE +/- 0.0025, N = 7SE +/- 0.0069, N = 35.19165.16711. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.4Preset: ThoroughEPYC 72F3AMD EPYC 72F33691215SE +/- 0.00, N = 4SE +/- 0.00, N = 312.6112.601. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.4Preset: ExhaustiveAMD EPYC 72F3EPYC 72F320406080100SE +/- 0.03, N = 3SE +/- 0.05, N = 3100.12100.121. (CXX) g++ options: -O3 -flto -pthread

KTX-Software toktx

This is a benchmark of The Khronos Group's KTX-Software library and tools. KTX-Software provides "toktx" for converting/creating in the KTX container format for image textures. This benchmark times how long it takes to convert to KTX 2.0 format with various settings using a reference PNG sample input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterKTX-Software toktx 4.0Settings: UASTC 3EPYC 72F3AMD EPYC 72F33691215SE +/- 0.00, N = 5SE +/- 0.00, N = 311.1911.17

OpenBenchmarking.orgSeconds, Fewer Is BetterKTX-Software toktx 4.0Settings: Zstd Compression 9EPYC 72F3AMD EPYC 72F30.55531.11061.66592.22122.7765SE +/- 0.002, N = 10SE +/- 0.002, N = 32.4682.461

OpenBenchmarking.orgSeconds, Fewer Is BetterKTX-Software toktx 4.0Settings: Zstd Compression 19EPYC 72F3AMD EPYC 72F348121620SE +/- 0.07, N = 3SE +/- 0.09, N = 317.9217.75

OpenBenchmarking.orgSeconds, Fewer Is BetterKTX-Software toktx 4.0Settings: UASTC 3 + Zstd Compression 19EPYC 72F3AMD EPYC 72F348121620SE +/- 0.04, N = 4SE +/- 0.03, N = 316.6416.60

OpenBenchmarking.orgSeconds, Fewer Is BetterKTX-Software toktx 4.0Settings: UASTC 4 + Zstd Compression 19AMD EPYC 72F3EPYC 72F370140210280350SE +/- 0.05, N = 3SE +/- 0.06, N = 3310.59310.53

Caffe

This is a benchmark of the Caffe deep learning framework and currently supports the AlexNet and Googlenet model and execution on both CPUs and NVIDIA GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 100EPYC 72F3AMD EPYC 72F38K16K24K32K40KSE +/- 64.71, N = 3SE +/- 62.17, N = 337383373151. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 100EPYC 72F3AMD EPYC 72F320K40K60K80K100KSE +/- 262.46, N = 3SE +/- 153.26, N = 31021941021721. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2EPYC 72F3AMD EPYC 72F350100150200250SE +/- 0.10, N = 3SE +/- 0.07, N = 3246.26245.68MIN: 245.29 / MAX: 254.35MIN: 245.34 / MAX: 251.081. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1EPYC 72F3AMD EPYC 72F350100150200250SE +/- 0.06, N = 3SE +/- 0.17, N = 3243.28243.22MIN: 242.94 / MAX: 243.92MIN: 242.89 / MAX: 243.691. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUEPYC 72F3AMD EPYC 72F348121620SE +/- 0.16, N = 6SE +/- 0.14, N = 313.9814.02

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUEPYC 72F3AMD EPYC 72F33691215SE +/- 0.09, N = 3SE +/- 0.05, N = 311.0911.28

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUAMD EPYC 72F3EPYC 72F33691215SE +/- 0.04, N = 3SE +/- 0.05, N = 39.759.85

PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesEPYC 72F3AMD EPYC 72F32004006008001000SE +/- 2.40, N = 3SE +/- 2.08, N = 3834830

PHPBench

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteAMD EPYC 72F3EPYC 72F3160K320K480K640K800KSE +/- 2636.91, N = 3SE +/- 4873.12, N = 3728523730648

WavPack Audio Encoding

This test times how long it takes to encode a sample WAV file to WavPack format with very high quality settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPackEPYC 72F3AMD EPYC 72F33691215SE +/- 0.00, N = 5SE +/- 0.00, N = 513.0612.991. (CXX) g++ options: -rdynamic

InfluxDB

This is a benchmark of the InfluxDB open-source time-series database optimized for fast, high-availability storage for IoT and other use-cases. The InfluxDB test profile makes use of InfluxDB Inch for facilitating the benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000AMD EPYC 72F3EPYC 72F3300K600K900K1200K1500KSE +/- 3116.00, N = 3SE +/- 4799.90, N = 31424060.51424062.0

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000EPYC 72F3AMD EPYC 72F3400K800K1200K1600K2000KSE +/- 4165.96, N = 3SE +/- 1784.04, N = 31662367.21673745.3

Meta Performance Per Watts

OpenBenchmarking.orgPerformance Per Watts, More Is BetterMeta Performance Per WattsPerformance Per WattsEPYC 72F34080120160200178.37

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringEPYC 72F360120180240300Min: 45.74 / Avg: 131.51 / Max: 316.71

CPU Temperature Monitor

OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringEPYC 72F31326395265Min: 34.5 / Avg: 51.16 / Max: 65.25

134 Results Shown

CloverLeaf
CP2K Molecular Dynamics
NAMD
Timed HMMer Search
OpenFOAM
LAMMPS Molecular Dynamics Simulator:
  20k Atoms
  Rhodopsin Protein
simdjson:
  Kostya
  LargeRand
  PartialTweets
  DistinctUserID
Botan:
  KASUMI
  KASUMI - Decrypt
  AES-256
  AES-256 - Decrypt
  Twofish
  Twofish - Decrypt
  Blowfish
  Blowfish - Decrypt
  CAST-256
  CAST-256 - Decrypt
  ChaCha20Poly1305
  ChaCha20Poly1305 - Decrypt
LuxCoreRender:
  DLSC - CPU
  Danish Mood - CPU
  Orange Juice - CPU
  LuxCore Benchmark - CPU
  Rainbow Colors and Prism - CPU
OSPray:
  San Miguel - SciVis
  XFrog Forest - SciVis
  San Miguel - Path Tracer
  NASA Streamlines - SciVis
  XFrog Forest - Path Tracer
  Magnetic Reconnection - SciVis
  NASA Streamlines - Path Tracer
  Magnetic Reconnection - Path Tracer
AOM AV1:
  Speed 0 Two-Pass - Bosphorus 4K
  Speed 4 Two-Pass - Bosphorus 4K
  Speed 6 Realtime - Bosphorus 4K
  Speed 6 Two-Pass - Bosphorus 4K
  Speed 8 Realtime - Bosphorus 4K
  Speed 9 Realtime - Bosphorus 4K
Embree:
  Pathtracer - Crown
  Pathtracer ISPC - Crown
  Pathtracer - Asian Dragon
  Pathtracer - Asian Dragon Obj
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Asian Dragon Obj
SVT-AV1:
  Enc Mode 0 - 1080p
  Enc Mode 4 - 1080p
  Enc Mode 8 - 1080p
SVT-HEVC:
  1 - Bosphorus 1080p
  7 - Bosphorus 1080p
  10 - Bosphorus 1080p
SVT-VP9:
  VMAF Optimized - Bosphorus 1080p
  PSNR/SSIM Optimized - Bosphorus 1080p
  Visual Quality Optimized - Bosphorus 1080p
x265:
  Bosphorus 4K
  Bosphorus 1080p
ACES DGEMM
Intel Open Image Denoise
OpenVKL
Coremark
Himeno Benchmark
libavif avifenc:
  6
  10
  6, Lossless
Timed Godot Game Engine Compilation
Timed Linux Kernel Compilation
Timed Node.js Compilation
Numpy Benchmark
Timed Erlang/OTP Compilation
Timed Wasmer Compilation
DeepSpeech
FLAC Audio Encoding
LAME MP3 Encoding
Opus Codec Encoding
Helsing:
  12 digit
  14 digit
RNNoise
SecureMark
Liquid-DSP:
  1 - 256 - 57
  2 - 256 - 57
  4 - 256 - 57
  8 - 256 - 57
  16 - 256 - 57
ASKAP:
  tConvolve MT - Gridding
  tConvolve MT - Degridding
  tConvolve MPI - Degridding
  tConvolve MPI - Gridding
  tConvolve OpenMP - Gridding
  tConvolve OpenMP - Degridding
KeyDB
TensorFlow Lite:
  SqueezeNet
  Inception V4
  NASNet Mobile
  Mobilenet Float
  Mobilenet Quant
  Inception ResNet V2
PostgreSQL pgbench:
  100 - 50 - Read Only
  100 - 50 - Read Only - Average Latency
  100 - 100 - Read Only
  100 - 100 - Read Only - Average Latency
  100 - 250 - Read Only
  100 - 250 - Read Only - Average Latency
  100 - 50 - Read Write
  100 - 50 - Read Write - Average Latency
  100 - 100 - Read Write
  100 - 100 - Read Write - Average Latency
  100 - 250 - Read Write
  100 - 250 - Read Write - Average Latency
ASTC Encoder:
  Medium
  Thorough
  Exhaustive
KTX-Software toktx:
  UASTC 3
  Zstd Compression 9
  Zstd Compression 19
  UASTC 3 + Zstd Compression 19
  UASTC 4 + Zstd Compression 19
Caffe:
  AlexNet - CPU - 100
  GoogleNet - CPU - 100
TNN:
  CPU - MobileNet v2
  CPU - SqueezeNet v1.1
PlaidML:
  No - Inference - VGG16 - CPU
  No - Inference - VGG19 - CPU
  No - Inference - ResNet 50 - CPU
PyBench
PHPBench
WavPack Audio Encoding
InfluxDB:
  4 - 10000 - 2,5000,1 - 10000
  64 - 10000 - 2,5000,1 - 10000
Meta Performance Per Watts:
  Performance Per Watts
  Phoronix Test Suite System Monitoring
  Phoronix Test Suite System Monitoring