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

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

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 AtomsAMD EPYC 72F3EPYC 72F3246810SE +/- 0.014, N = 3SE +/- 0.016, N = 36.9116.8771. (CXX) g++ options: -O3 -pthread -lm

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 CompileAMD EPYC 72F3EPYC 72F390180270360450SE +/- 0.20, N = 3SE +/- 0.31, N = 3396.02397.50

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

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

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 4 + Zstd Compression 19AMD EPYC 72F3EPYC 72F370140210280350SE +/- 0.05, N = 3SE +/- 0.06, N = 3310.59310.53

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

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

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: CPUAMD EPYC 72F3EPYC 72F348121620SE +/- 0.14, N = 3SE +/- 0.16, N = 614.0213.98

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

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: 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

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: VGG19 - Device: CPUAMD EPYC 72F3EPYC 72F33691215SE +/- 0.05, N = 3SE +/- 0.09, N = 311.2811.09

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

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 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

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: 14 digitAMD EPYC 72F3EPYC 72F3120240360480600543.04546.631. (CC) gcc options: -O2 -pthread -lcrypto

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 RateAMD EPYC 72F3EPYC 72F30.8041.6082.4123.2164.02SE +/- 0.062739, N = 13SE +/- 0.021694, N = 33.5734953.2913541. (CC) gcc options: -O3 -march=native -fopenmp

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

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: 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

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: Inception V4AMD EPYC 72F3EPYC 72F3600K1200K1800K2400K3000KSE +/- 342.20, N = 3SE +/- 212.21, N = 327170902726880

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

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 CompileAMD EPYC 72F3EPYC 72F3306090120150SE +/- 0.13, N = 3SE +/- 0.03, N = 3125.83126.07

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: Inception ResNet V2AMD EPYC 72F3EPYC 72F3500K1000K1500K2000K2500KSE +/- 357.91, N = 3SE +/- 645.52, N = 324472802453380

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

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 6 Two-Pass - Input: Bosphorus 4KAMD EPYC 72F3EPYC 72F3246810SE +/- 0.03, N = 3SE +/- 0.00, N = 37.267.201. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

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: ExhaustiveAMD EPYC 72F3EPYC 72F320406080100SE +/- 0.03, N = 3SE +/- 0.05, N = 3100.12100.121. (CXX) g++ options: -O3 -flto -pthread

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: GoogleNet - Acceleration: CPU - Iterations: 100AMD EPYC 72F3EPYC 72F320K40K60K80K100KSE +/- 153.26, N = 3SE +/- 262.46, N = 31021721021941. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

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 AtomsAMD EPYC 72F3EPYC 72F30.44060.88121.32181.76242.203SE +/- 0.00064, N = 3SE +/- 0.00055, N = 31.957711.95806

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

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 CompileAMD EPYC 72F3EPYC 72F320406080100SE +/- 1.07, N = 3SE +/- 1.07, N = 389.1589.36

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 4KAMD EPYC 72F3EPYC 72F33691215SE +/- 0.02, N = 3SE +/- 0.13, N = 711.7811.631. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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: 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

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

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: Rainbow Colors and Prism - Acceleration: CPUAMD EPYC 72F3EPYC 72F3246810SE +/- 0.10, N = 3SE +/- 0.06, N = 156.716.43MIN: 6.39 / MAX: 6.92MIN: 5.68 / MAX: 6.74

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

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 1080pAMD EPYC 72F3EPYC 72F3246810SE +/- 0.01, N = 3SE +/- 0.02, N = 38.428.391. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

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: DistinctUserIDAMD EPYC 72F3EPYC 72F31.11832.23663.35494.47325.5915SE +/- 0.01, N = 3SE +/- 0.01, N = 34.964.971. (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

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 6.0.16AMD EPYC 72F3EPYC 72F3110K220K330K440K550KSE +/- 258.74, N = 3SE +/- 1632.83, N = 3510311.00506884.141. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

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: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000AMD EPYC 72F3EPYC 72F3400K800K1200K1600K2000KSE +/- 1784.04, N = 3SE +/- 4165.96, N = 31673745.31662367.2

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: 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: CPUAMD EPYC 72F3EPYC 72F30.31730.63460.95191.26921.5865SE +/- 0.01, N = 3SE +/- 0.00, N = 31.411.40MIN: 0.4 / MAX: 1.74MIN: 0.4 / MAX: 1.73

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: CPUAMD EPYC 72F3EPYC 72F30.42530.85061.27591.70122.1265SE +/- 0.01, N = 3SE +/- 0.01, N = 31.891.86MIN: 1.81 / MAX: 1.96MIN: 1.79 / MAX: 1.94

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: Mobilenet QuantAMD EPYC 72F3EPYC 72F330K60K90K120K150KSE +/- 4.73, N = 3SE +/- 79.39, N = 3136944137252

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetAMD EPYC 72F3EPYC 72F340K80K120K160K200KSE +/- 10.60, N = 3SE +/- 62.38, N = 3190511191115

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileAMD EPYC 72F3EPYC 72F330K60K90K120K150KSE +/- 38.01, N = 3SE +/- 103.00, N = 3160125160671

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatAMD EPYC 72F3EPYC 72F330K60K90K120K150KSE +/- 40.37, N = 3SE +/- 102.61, N = 3125295125985

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 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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian Dragon ObjAMD EPYC 72F3EPYC 72F33691215SE +/- 0.01, N = 3SE +/- 0.02, N = 312.6212.59MIN: 12.55 / MAX: 12.76MIN: 12.52 / MAX: 12.74

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: KostyaAMD EPYC 72F3EPYC 72F30.76281.52562.28843.05123.814SE +/- 0.01, N = 3SE +/- 0.01, N = 33.393.381. (CXX) g++ options: -O3 -pthread

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 30MAMD EPYC 72F3EPYC 72F31122334455SE +/- 0.16, N = 3SE +/- 0.07, N = 348.1548.841. (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

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 CompileAMD EPYC 72F3EPYC 72F31224364860SE +/- 0.32, N = 3SE +/- 0.10, N = 354.1754.451. (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

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: NASA Streamlines - Renderer: Path TracerAMD EPYC 72F3EPYC 72F30.9541.9082.8623.8164.77SE +/- 0.00, N = 3SE +/- 0.01, N = 34.244.20MIN: 4.13 / MAX: 4.29MIN: 3.97 / MAX: 4.26

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 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

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: LargeRandomAMD EPYC 72F3EPYC 72F30.24980.49960.74940.99921.249SE +/- 0.00, N = 3SE +/- 0.00, N = 31.111.111. (CXX) g++ options: -O3 -pthread

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: CrownAMD EPYC 72F3EPYC 72F33691215SE +/- 0.05, N = 3SE +/- 0.02, N = 312.1812.13MIN: 12 / MAX: 12.47MIN: 11.99 / MAX: 12.37

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: 6, LosslessAMD EPYC 72F3EPYC 72F31122334455SE +/- 0.06, N = 3SE +/- 0.10, N = 349.0649.211. (CXX) g++ options: -O3 -fPIC -lm

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 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 - Model: Asian DragonAMD EPYC 72F3EPYC 72F348121620SE +/- 0.08, N = 3SE +/- 0.06, N = 313.7013.66MIN: 13.54 / MAX: 13.98MIN: 13.51 / MAX: 13.86

PostgreSQL pgbench

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average LatencyAMD EPYC 72F3EPYC 72F30.90051.8012.70153.6024.5025SE +/- 0.051, N = 5SE +/- 0.067, N = 33.9974.0021. (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 WriteAMD EPYC 72F3EPYC 72F35K10K15K20K25KSE +/- 314.10, N = 5SE +/- 423.48, N = 325049250151. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

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 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

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: 100AMD EPYC 72F3EPYC 72F38K16K24K32K40KSE +/- 62.17, N = 3SE +/- 64.71, N = 337315373831. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

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: 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: 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

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 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

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

PostgreSQL pgbench

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

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: 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: 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: 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: 250 - Mode: Read Write - Average LatencyAMD EPYC 72F3EPYC 72F33691215SE +/- 0.02, N = 3SE +/- 0.04, N = 311.3611.471. (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 WriteAMD EPYC 72F3EPYC 72F35K10K15K20K25KSE +/- 42.31, N = 3SE +/- 75.09, N = 322011218091. (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: 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: 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: 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

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 - DegriddingAMD EPYC 72F3EPYC 72F311002200330044005500SE +/- 8.30, N = 3SE +/- 34.90, N = 34934.504950.261. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve MT - GriddingAMD EPYC 72F3EPYC 72F312002400360048006000SE +/- 21.67, N = 3SE +/- 64.72, N = 35588.405522.141. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

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: 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

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305AMD EPYC 72F3EPYC 72F32004006008001000SE +/- 0.53, N = 3SE +/- 0.87, N = 3839.41838.021. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Blowfish - DecryptAMD EPYC 72F3EPYC 72F390180270360450SE +/- 0.08, N = 3SE +/- 0.73, N = 3438.48436.951. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: BlowfishAMD EPYC 72F3EPYC 72F3100200300400500SE +/- 0.16, N = 3SE +/- 0.84, N = 3440.17438.571. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Twofish - DecryptAMD EPYC 72F3EPYC 72F380160240320400SE +/- 0.11, N = 3SE +/- 0.02, N = 3370.22369.941. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: TwofishAMD EPYC 72F3EPYC 72F380160240320400SE +/- 0.14, N = 3SE +/- 0.07, N = 3366.16365.891. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

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 HydrodynamicsAMD EPYC 72F3EPYC 72F3714212835SE +/- 0.05, N = 3SE +/- 0.13, N = 330.0330.301. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

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: 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: 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: KASUMI - DecryptAMD EPYC 72F3EPYC 72F320406080100SE +/- 0.03, N = 3SE +/- 0.00, N = 394.8594.841. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMIAMD EPYC 72F3EPYC 72F320406080100SE +/- 0.01, N = 3SE +/- 0.02, N = 398.7798.701. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

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

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

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

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 OpenMP - DegriddingAMD EPYC 72F3EPYC 72F312002400360048006000SE +/- 37.73, N = 3SE +/- 35.96, N = 155471.505542.451. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve OpenMP - GriddingAMD EPYC 72F3EPYC 72F311002200330044005500SE +/- 34.80, N = 3SE +/- 51.82, N = 155290.325101.661. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

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 WavPackAMD EPYC 72F3EPYC 72F33691215SE +/- 0.00, N = 5SE +/- 0.00, N = 512.9913.061. (CXX) g++ options: -rdynamic

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: 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

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: 4 - Buffer Length: 256 - Filter Length: 57AMD EPYC 72F3EPYC 72F360M120M180M240M300MSE +/- 710093.89, N = 3SE +/- 1535625.10, N = 32719700002715933331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 1 - Buffer Length: 256 - Filter Length: 57AMD EPYC 72F3EPYC 72F315M30M45M60M75MSE +/- 87563.94, N = 3SE +/- 573512.28, N = 368785667682620001. (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

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: 2 - Buffer Length: 256 - Filter Length: 57AMD EPYC 72F3EPYC 72F330M60M90M120M150MSE +/- 61191.87, N = 3SE +/- 552941.63, N = 31371166671365633331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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 3 + Zstd Compression 19AMD EPYC 72F3EPYC 72F348121620SE +/- 0.03, N = 3SE +/- 0.04, N = 416.6016.64

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: ThoroughAMD EPYC 72F3EPYC 72F33691215SE +/- 0.00, N = 3SE +/- 0.00, N = 412.6012.611. (CXX) g++ options: -O3 -flto -pthread

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 TimesAMD EPYC 72F3EPYC 72F32004006008001000SE +/- 2.08, N = 3SE +/- 2.40, N = 3830834

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 4 - Input: 1080pAMD EPYC 72F3EPYC 72F31.02352.0473.07054.0945.1175SE +/- 0.021, N = 3SE +/- 0.018, N = 34.5494.5401. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

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 2020-06-28AMD EPYC 72F3EPYC 72F348121620SE +/- 0.01, N = 3SE +/- 0.04, N = 317.8317.851. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

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: Zstd Compression 19AMD EPYC 72F3EPYC 72F348121620SE +/- 0.09, N = 3SE +/- 0.07, N = 317.7517.92

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 v2AMD EPYC 72F3EPYC 72F350100150200250SE +/- 0.07, N = 3SE +/- 0.10, N = 3245.68246.26MIN: 245.34 / MAX: 251.08MIN: 245.29 / MAX: 254.351. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

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 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

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: SqueezeNet v1.1AMD EPYC 72F3EPYC 72F350100150200250SE +/- 0.17, N = 3SE +/- 0.06, N = 3243.22243.28MIN: 242.89 / MAX: 243.69MIN: 242.94 / MAX: 243.921. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

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 3AMD EPYC 72F3EPYC 72F33691215SE +/- 0.00, N = 3SE +/- 0.00, N = 511.1711.19

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: NASA Streamlines - Renderer: SciVisAMD EPYC 72F3EPYC 72F3510152025SE +/- 0.14, N = 320.1420.00MIN: 19.23 / MAX: 20.83MIN: 19.23 / MAX: 20.83

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 1080pAMD EPYC 72F3EPYC 72F31326395265SE +/- 0.30, N = 3SE +/- 0.30, N = 559.2758.241. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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: 6AMD EPYC 72F3EPYC 72F33691215SE +/- 0.02, N = 3SE +/- 0.03, N = 411.5211.621. (CXX) g++ options: -O3 -fPIC -lm

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.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.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

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 8 - Input: 1080pAMD EPYC 72F3EPYC 72F3816243240SE +/- 0.06, N = 3SE +/- 0.04, N = 535.3435.101. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

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 EncodeAMD EPYC 72F3EPYC 72F3246810SE +/- 0.004, N = 5SE +/- 0.014, N = 67.1197.1321. (CXX) g++ options: -fvisibility=hidden -logg -lm

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 FLACAMD EPYC 72F3EPYC 72F3246810SE +/- 0.006, N = 5SE +/- 0.005, N = 66.9846.9931. (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 MP3AMD EPYC 72F3EPYC 72F3246810SE +/- 0.007, N = 3SE +/- 0.009, N = 66.6866.6991. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lncurses -lm

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: 7 - Input: Bosphorus 1080pAMD EPYC 72F3EPYC 72F3306090120150SE +/- 0.27, N = 3SE +/- 0.19, N = 7121.94121.851. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

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: MediumAMD EPYC 72F3EPYC 72F31.16812.33623.50434.67245.8405SE +/- 0.0069, N = 3SE +/- 0.0025, N = 75.16715.19161. (CXX) g++ options: -O3 -flto -pthread

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: Visual Quality Optimized - Input: Bosphorus 1080pAMD EPYC 72F3EPYC 72F3306090120150SE +/- 0.31, N = 3SE +/- 0.20, N = 8137.81137.441. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pAMD EPYC 72F3EPYC 72F34080120160200SE +/- 0.21, N = 3SE +/- 1.17, N = 9174.09173.441. (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 1080pAMD EPYC 72F3EPYC 72F34080120160200SE +/- 0.27, N = 3SE +/- 0.27, N = 9182.92181.311. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -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: Rhodopsin ProteinAMD EPYC 72F3EPYC 72F3246810SE +/- 0.002, N = 3SE +/- 0.013, N = 96.9076.8681. (CXX) g++ options: -O3 -pthread -lm

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: 10AMD EPYC 72F3EPYC 72F30.67771.35542.03312.71083.3885SE +/- 0.005, N = 3SE +/- 0.006, N = 93.0023.0121. (CXX) g++ options: -O3 -fPIC -lm

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: 10 - Input: Bosphorus 1080pAMD EPYC 72F3EPYC 72F360120180240300SE +/- 0.68, N = 3SE +/- 0.33, N = 10255.90255.081. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

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: Zstd Compression 9AMD EPYC 72F3EPYC 72F30.55531.11061.66592.22122.7765SE +/- 0.002, N = 3SE +/- 0.002, N = 102.4612.468

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: 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

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 digitAMD EPYC 72F3EPYC 72F31.18282.36563.54844.73125.9145.1685.2571. (CC) gcc options: -O2 -pthread -lcrypto

CPU Temperature Monitor

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

CPU Power Consumption Monitor

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

Meta Performance Per Watts

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

134 Results Shown

LAMMPS Molecular Dynamics Simulator
Timed Node.js Compilation
CP2K Molecular Dynamics
OpenVKL
KTX-Software toktx
Himeno Benchmark
SecureMark
PlaidML:
  No - Inference - VGG16 - CPU
  No - Inference - ResNet 50 - CPU
OSPray
PlaidML
Numpy Benchmark
AOM AV1
Helsing
ACES DGEMM
SVT-AV1
OSPray
TensorFlow Lite
AOM AV1
Timed Godot Game Engine Compilation
TensorFlow Lite
Timed Erlang/OTP Compilation
AOM AV1
ASTC Encoder
Caffe
NAMD
Timed HMMer Search
Timed Linux Kernel Compilation
x265
OSPray
InfluxDB
LuxCoreRender:
  Rainbow Colors and Prism - CPU
  Danish Mood - CPU
SVT-HEVC
simdjson:
  DistinctUserID
  PartialTweets
KeyDB
InfluxDB
LuxCoreRender:
  Orange Juice - CPU
  LuxCore Benchmark - CPU
  DLSC - CPU
TensorFlow Lite:
  Mobilenet Quant
  SqueezeNet
  NASNet Mobile
  Mobilenet Float
Embree:
  Pathtracer ISPC - Asian Dragon Obj
  Pathtracer - Asian Dragon Obj
simdjson
OpenFOAM
Timed Wasmer Compilation
DeepSpeech
OSPray
Embree
simdjson
Embree
libavif avifenc
Embree:
  Pathtracer ISPC - Asian Dragon
  Pathtracer - Asian Dragon
PostgreSQL pgbench:
  100 - 100 - Read Write - Average Latency
  100 - 100 - Read Write
AOM AV1
Caffe
Botan:
  AES-256 - Decrypt
  AES-256
AOM AV1
OSPray
PostgreSQL pgbench:
  100 - 250 - Read Only - Average Latency
  100 - 250 - Read Only
  100 - 50 - Read Only - Average Latency
  100 - 50 - Read Only
  100 - 250 - Read Write - Average Latency
  100 - 250 - Read Write
  100 - 100 - Read Only - Average Latency
  100 - 100 - Read Only
  100 - 50 - Read Write - Average Latency
  100 - 50 - Read Write
ASKAP:
  tConvolve MT - Degridding
  tConvolve MT - Gridding
Botan:
  ChaCha20Poly1305 - Decrypt
  ChaCha20Poly1305
  Blowfish - Decrypt
  Blowfish
  Twofish - Decrypt
  Twofish
CloverLeaf
Botan:
  CAST-256 - Decrypt
  CAST-256
  KASUMI - Decrypt
  KASUMI
PHPBench
Coremark
Intel Open Image Denoise
ASKAP:
  tConvolve OpenMP - Degridding
  tConvolve OpenMP - Gridding
WavPack Audio Encoding
OSPray
Liquid-DSP:
  4 - 256 - 57
  1 - 256 - 57
  16 - 256 - 57
  8 - 256 - 57
  2 - 256 - 57
KTX-Software toktx
ASTC Encoder
PyBench
SVT-AV1
RNNoise
KTX-Software toktx
TNN
AOM AV1
TNN
KTX-Software toktx
OSPray
x265
libavif avifenc
ASKAP:
  tConvolve MPI - Gridding
  tConvolve MPI - Degridding
SVT-AV1
Opus Codec Encoding
FLAC Audio Encoding
LAME MP3 Encoding
SVT-HEVC
ASTC Encoder
SVT-VP9:
  Visual Quality Optimized - Bosphorus 1080p
  VMAF Optimized - Bosphorus 1080p
  PSNR/SSIM Optimized - Bosphorus 1080p
LAMMPS Molecular Dynamics Simulator
libavif avifenc
SVT-HEVC
KTX-Software toktx
OSPray
Helsing
CPU Temperature Monitor:
  Phoronix Test Suite System Monitoring:
    Celsius
    Watts
  Performance Per Watts:
    Performance Per Watts