EPYC 2021 Benchmarks
Tests for a future article.
HTML result view exported from: https://openbenchmarking.org/result/2102219-HA-EB716339316.
OSPray
Demo: Magnetic Reconnection - Renderer: SciVis
OSPray
Demo: Magnetic Reconnection - Renderer: SciVis
OSPray
Demo: XFrog Forest - Renderer: SciVis
OSPray
Demo: XFrog Forest - Renderer: SciVis
OSPray
Demo: XFrog Forest - Renderer: Path Tracer
OSPray
Demo: XFrog Forest - Renderer: Path Tracer
OSPray
Demo: NASA Streamlines - Renderer: SciVis
OSPray
Demo: NASA Streamlines - Renderer: SciVis
OSPray
Demo: NASA Streamlines - Renderer: Path Tracer
OSPray
Demo: NASA Streamlines - Renderer: Path Tracer
OSPray
Demo: San Miguel - Renderer: SciVis
OSPray
Demo: San Miguel - Renderer: SciVis
OSPray
Demo: San Miguel - Renderer: Path Tracer
OSPray
Demo: San Miguel - Renderer: Path Tracer
C-Ray
Total Time - 4K, 16 Rays Per Pixel
Tachyon
Total Time
POV-Ray
Trace Time
rays1bench
Large Scene
rays1bench
Large Scene
YafaRay
Total Time For Sample Scene
Blender
Blend File: BMW27 - Compute: CPU-Only
Blender
Blend File: Classroom - Compute: CPU-Only
Blender
Blend File: Fishy Cat - Compute: CPU-Only
Blender
Blend File: Pabellon Barcelona - Compute: CPU-Only
Blender
Blend File: Barbershop - Compute: CPU-Only
Tungsten Renderer
Scene: Hair
Tungsten Renderer
Scene: Water Caustic
Appleseed
Scene: Emily
Appleseed
Scene: Disney Material
LuxCoreRender
Scene: DLSC
LuxCoreRender
Scene: DLSC
LuxCoreRender
Scene: Rainbow Colors and Prism
LuxCoreRender
Scene: Rainbow Colors and Prism
Chaos Group V-RAY
Mode: CPU
Chaos Group V-RAY
Mode: CPU
IndigoBench
Acceleration: CPU - Scene: Supercar
IndigoBench
Acceleration: CPU - Scene: Supercar
IndigoBench
Acceleration: CPU - Scene: Bedroom
IndigoBench
Acceleration: CPU - Scene: Bedroom
Timed PHP Compilation
Time To Compile
Timed Linux Kernel Compilation
Time To Compile
Timed ImageMagick Compilation
Time To Compile
Timed LLVM Compilation
Time To Compile
Timed FFmpeg Compilation
Time To Compile
Timed MPlayer Compilation
Time To Compile
Build2
Time To Compile
Timed Godot Game Engine Compilation
Time To Compile
ACES DGEMM
Sustained Floating-Point Rate
ACES DGEMM
Sustained Floating-Point Rate
ASKAP
Test: tConvolve MPI - Degridding
ASKAP
Test: tConvolve MPI - Gridding
ASKAP
Test: tConvolve MPI - Gridding
ASKAP
Test: tConvolve OpenMP - Gridding
ASKAP
Test: tConvolve OpenMP - Degridding
ASKAP
Test: tConvolve OpenMP - Degridding
CloverLeaf
Lagrangian-Eulerian Hydrodynamics
Darmstadt Automotive Parallel Heterogeneous Suite
Backend: OpenMP - Kernel: Euclidean Cluster
Darmstadt Automotive Parallel Heterogeneous Suite
Backend: OpenMP - Kernel: Euclidean Cluster
Darmstadt Automotive Parallel Heterogeneous Suite
Backend: OpenMP - Kernel: NDT Mapping
Darmstadt Automotive Parallel Heterogeneous Suite
Backend: OpenMP - Kernel: NDT Mapping
Darmstadt Automotive Parallel Heterogeneous Suite
Backend: OpenMP - Kernel: Points2Image
Darmstadt Automotive Parallel Heterogeneous Suite
Backend: OpenMP - Kernel: Points2Image
FFTE
N=256, 3D Complex FFT Routine
FFTE
N=256, 3D Complex FFT Routine
GPAW
Input: Carbon Nanotube
High Performance Conjugate Gradient
High Performance Conjugate Gradient
Himeno Benchmark
Poisson Pressure Solver
Himeno Benchmark
Poisson Pressure Solver
Incompact3D
Input: Cylinder
Kripke
Kripke
LAMMPS Molecular Dynamics Simulator
Model: Rhodopsin Protein
LAMMPS Molecular Dynamics Simulator
Model: Rhodopsin Protein
LAMMPS Molecular Dynamics Simulator
Model: 20k Atoms
LAMMPS Molecular Dynamics Simulator
Model: 20k Atoms
LULESH
LULESH
miniFE
Problem Size: Small
miniFE
Problem Size: Small
Monte Carlo Simulations of Ionised Nebulae
Input: Dust 2D tau100.0
Montage Astronomical Image Mosaic Engine
Mosaic of M17, K band, 1.5 deg x 1.5 deg
NAMD
ATPase Simulation - 327,506 Atoms
GROMACS
Water Benchmark
GROMACS
Water Benchmark
NAS Parallel Benchmarks
Test / Class: EP.C
NAS Parallel Benchmarks
Test / Class: EP.C
NAS Parallel Benchmarks
Test / Class: EP.D
NAS Parallel Benchmarks
Test / Class: EP.D
NAS Parallel Benchmarks
Test / Class: FT.C
NAS Parallel Benchmarks
Test / Class: FT.C
NAS Parallel Benchmarks
Test / Class: LU.C
NAS Parallel Benchmarks
Test / Class: LU.C
NAS Parallel Benchmarks
Test / Class: IS.D
NAS Parallel Benchmarks
Test / Class: IS.D
NAS Parallel Benchmarks
Test / Class: MG.C
NAS Parallel Benchmarks
Test / Class: MG.C
NAS Parallel Benchmarks
Test / Class: CG.C
NAS Parallel Benchmarks
Test / Class: CG.C
Numpy Benchmark
Numpy Benchmark
OpenFOAM
Input: Motorbike 30M
OpenFOAM
Input: Motorbike 60M
Parboil
Test: OpenMP LBM
Quantum ESPRESSO
Input: AUSURF112
Rodinia
Test: OpenMP CFD Solver
Rodinia
Test: OpenMP LavaMD
Rodinia
Test: OpenMP Leukocyte
Rodinia
Test: OpenMP Streamcluster
Timed MrBayes Analysis
Primate Phylogeny Analysis
AI Benchmark Alpha
Device Inference Score
AI Benchmark Alpha
Device Training Score
AI Benchmark Alpha
Device AI Score
AI Benchmark Alpha
Device AI Score
Caffe
Model: AlexNet - Acceleration: CPU - Iterations: 200
Caffe
Model: GoogleNet - Acceleration: CPU - Iterations: 200
LeelaChessZero
Backend: BLAS
LeelaChessZero
Backend: BLAS
LeelaChessZero
Backend: Eigen
LeelaChessZero
Backend: Eigen
Mobile Neural Network
Model: SqueezeNetV1.0
Mobile Neural Network
Model: resnet-v2-50
Mobile Neural Network
Model: MobileNetV2_224
Mobile Neural Network
Model: mobilenet-v1-1.0
Numenta Anomaly Benchmark
Detector: Bayesian Changepoint
Numenta Anomaly Benchmark
Detector: Windowed Gaussian
Numenta Anomaly Benchmark
Detector: Relative Entropy
Numenta Anomaly Benchmark
Detector: Earthgecko Skyline
oneDNN
Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU
oneDNN
Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU
oneDNN
Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU
oneDNN
Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU
oneDNN
Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU
oneDNN
Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU
oneDNN
Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU
oneDNN
Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU
oneDNN
Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU
oneDNN
Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU
oneDNN
Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU
oneDNN
Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU
oneDNN
Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU
oneDNN
Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU
oneDNN
Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU
oneDNN
Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU
ONNX Runtime
Model: yolov4 - Device: OpenMP CPU
ONNX Runtime
Model: yolov4 - Device: OpenMP CPU
ONNX Runtime
Model: fcn-resnet101-11 - Device: OpenMP CPU
ONNX Runtime
Model: fcn-resnet101-11 - Device: OpenMP CPU
ONNX Runtime
Model: shufflenet-v2-10 - Device: OpenMP CPU
ONNX Runtime
Model: shufflenet-v2-10 - Device: OpenMP CPU
ONNX Runtime
Model: super-resolution-10 - Device: OpenMP CPU
ONNX Runtime
Model: super-resolution-10 - Device: OpenMP CPU
ONNX Runtime
Model: bertsquad-10 - Device: OpenMP CPU
ONNX Runtime
Model: bertsquad-10 - Device: OpenMP CPU
OpenVINO
Model: Face Detection 0106 FP16 - Device: CPU
OpenVINO
Model: Face Detection 0106 FP16 - Device: CPU
OpenVINO
Model: Face Detection 0106 FP32 - Device: CPU
OpenVINO
Model: Face Detection 0106 FP32 - Device: CPU
OpenVINO
Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU
OpenVINO
Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU
OpenVINO
Model: Age Gender Recognition Retail 0013 FP32 - Device: CPU
OpenVINO
Model: Age Gender Recognition Retail 0013 FP32 - Device: CPU
OpenVINO
Model: Person Detection 0106 FP16 - Device: CPU
OpenVINO
Model: Person Detection 0106 FP16 - Device: CPU
OpenVINO
Model: Person Detection 0106 FP32 - Device: CPU
OpenVINO
Model: Person Detection 0106 FP32 - Device: CPU
PlaidML
FP16: No - Mode: Inference - Network: VGG16 - Device: CPU
PlaidML
FP16: No - Mode: Inference - Network: VGG16 - Device: CPU
PlaidML
FP16: No - Mode: Inference - Network: VGG19 - Device: CPU
PlaidML
FP16: No - Mode: Inference - Network: VGG19 - Device: CPU
TensorFlow Lite
Model: Mobilenet Float
TensorFlow Lite
Model: Mobilenet Quant
TensorFlow Lite
Model: NASNet Mobile
TensorFlow Lite
Model: SqueezeNet
TensorFlow Lite
Model: Inception ResNet V2
TensorFlow Lite
Model: Inception V4
Cpuminer-Opt
Algorithm: x25x
Cpuminer-Opt
Algorithm: x25x
Cpuminer-Opt
Algorithm: Garlicoin
Cpuminer-Opt
Algorithm: Garlicoin
Cpuminer-Opt
Algorithm: Deepcoin
Cpuminer-Opt
Algorithm: Deepcoin
Cpuminer-Opt
Algorithm: Skeincoin
Cpuminer-Opt
Algorithm: Skeincoin
John The Ripper
Test: MD5
John The Ripper
Test: MD5
John The Ripper
Test: Blowfish
John The Ripper
Test: Blowfish
dav1d
Video Input: Summer Nature 1080p
dav1d
Video Input: Summer Nature 1080p
dav1d
Video Input: Summer Nature 4K
dav1d
Video Input: Summer Nature 4K
dav1d
Video Input: Chimera 1080p
dav1d
Video Input: Chimera 1080p
dav1d
Video Input: Chimera 1080p 10-bit
dav1d
Video Input: Chimera 1080p 10-bit
Kvazaar
Video Input: Bosphorus 4K - Video Preset: Medium
Kvazaar
Video Input: Bosphorus 4K - Video Preset: Medium
Kvazaar
Video Input: Bosphorus 4K - Video Preset: Very Fast
Kvazaar
Video Input: Bosphorus 4K - Video Preset: Very Fast
Kvazaar
Video Input: Bosphorus 4K - Video Preset: Ultra Fast
Kvazaar
Video Input: Bosphorus 4K - Video Preset: Ultra Fast
SVT-AV1
Encoder Mode: Enc Mode 8 - Input: 1080p
SVT-AV1
Encoder Mode: Enc Mode 8 - Input: 1080p
SVT-AV1
Encoder Mode: Enc Mode 4 - Input: 1080p
SVT-AV1
Encoder Mode: Enc Mode 4 - Input: 1080p
SVT-VP9
Tuning: Visual Quality Optimized - Input: Bosphorus 1080p
SVT-VP9
Tuning: Visual Quality Optimized - Input: Bosphorus 1080p
SVT-VP9
Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p
SVT-VP9
Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p
x264
H.264 Video Encoding
x264
H.264 Video Encoding
x265
Video Input: Bosphorus 4K
x265
Video Input: Bosphorus 4K
WebP2 Image Encode
Encode Settings: Quality 75, Compression Effort 7
WebP2 Image Encode
Encode Settings: Quality 95, Compression Effort 7
WebP2 Image Encode
Encode Settings: Quality 100, Compression Effort 5
Aircrack-ng
Aircrack-ng
BRL-CAD
VGR Performance Metric
BRL-CAD
VGR Performance Metric
Apache Cassandra
Test: Writes
Apache Cassandra
Test: Writes
PostgreSQL pgbench
Scaling Factor: 100 - Clients: 100 - Mode: Read Write
PostgreSQL pgbench
Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average Latency
PostgreSQL pgbench
Scaling Factor: 100 - Clients: 100 - Mode: Read Only
PostgreSQL pgbench
Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average Latency
PostgreSQL pgbench
Scaling Factor: 100 - Clients: 250 - Mode: Read Write
PostgreSQL pgbench
Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency
PostgreSQL pgbench
Scaling Factor: 100 - Clients: 250 - Mode: Read Only
PostgreSQL pgbench
Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency
KeyDB
KeyDB
InfluxDB
Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000
InfluxDB
Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000
InfluxDB
Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000
InfluxDB
Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000
Apache CouchDB
Bulk Size: 100 - Inserts: 1000 - Rounds: 24
Redis
Test: SET
Redis
Test: SET
Redis
Test: GET
Redis
Test: GET
PyBench
Total For Average Test Times
PyPerformance
Benchmark: crypto_pyaes
PyPerformance
Benchmark: django_template
PyPerformance
Benchmark: float
PyPerformance
Benchmark: nbody
PyPerformance
Benchmark: pathlib
PyPerformance
Benchmark: regex_compile
PHPBench
PHP Benchmark Suite
PHPBench
PHP Benchmark Suite
Perl Benchmarks
Test: Pod2html
Perl Benchmarks
Test: Interpreter
simdjson
Throughput Test: PartialTweets
simdjson
Throughput Test: PartialTweets
simdjson
Throughput Test: LargeRandom
simdjson
Throughput Test: LargeRandom
simdjson
Throughput Test: Kostya
simdjson
Throughput Test: Kostya
simdjson
Throughput Test: DistinctUserID
simdjson
Throughput Test: DistinctUserID
Facebook RocksDB
Test: Random Fill Sync
Facebook RocksDB
Test: Random Fill Sync
Facebook RocksDB
Test: Random Read
Facebook RocksDB
Test: Random Read
Facebook RocksDB
Test: Read While Writing
Facebook RocksDB
Test: Read While Writing
ebizzy
ebizzy
BlogBench
Test: Read
BlogBench
Test: Read
eSpeak-NG Speech Engine
Text-To-Speech Synthesis
Botan
Test: AES-256
Botan
Test: AES-256
Botan
Test: Blowfish
Botan
Test: Blowfish
Botan
Test: CAST-256
Botan
Test: CAST-256
Botan
Test: KASUMI
Botan
Test: KASUMI
Botan
Test: Twofish
Botan
Test: Twofish
Crypto++
Test: Unkeyed Algorithms
Crypto++
Test: Unkeyed Algorithms
Crypto++
Test: Keyed Algorithms
Crypto++
Test: Keyed Algorithms
Crypto++
Test: Integer + Elliptic Curve Public Key Algorithms
Crypto++
Test: Integer + Elliptic Curve Public Key Algorithms
C-Blosc
Compressor: blosclz
C-Blosc
Compressor: blosclz
Zstd Compression
Compression Level: 3
Zstd Compression
Compression Level: 3
Zstd Compression
Compression Level: 19
Zstd Compression
Compression Level: 19
XZ Compression
Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9
7-Zip Compression
Compress Speed Test
7-Zip Compression
Compress Speed Test
LZ4 Compression
Compression Level: 3 - Compression Speed
LZ4 Compression
Compression Level: 3 - Decompression Speed
LZ4 Compression
Compression Level: 3 - Decompression Speed
LZ4 Compression
Compression Level: 9 - Compression Speed
LZ4 Compression
Compression Level: 9 - Decompression Speed
LZ4 Compression
Compression Level: 9 - Decompression Speed
Coremark
CoreMark Size 666 - Iterations Per Second
Coremark
CoreMark Size 666 - Iterations Per Second
ctx_clock
Context Switch Time
Stress-NG
Test: CPU Stress
Stress-NG
Test: CPU Stress
Stress-NG
Test: Crypto
Stress-NG
Test: Crypto
Stress-NG
Test: Vector Math
Stress-NG
Test: Vector Math
Stress-NG
Test: Matrix Math
Stress-NG
Test: Matrix Math
Stress-NG
Test: Socket Activity
Stress-NG
Test: Socket Activity
Stress-NG
Test: Context Switching
Stress-NG
Test: Context Switching
Stress-NG
Test: CPU Cache
Stress-NG
Test: CPU Cache
Stream
Type: Copy
Stream
Type: Copy
Stream
Type: Scale
Stream
Type: Add
Stream
Type: Add
Stream
Type: Triad
Tinymembench
Standard Memset
Tinymembench
Standard Memset
MBW
Test: Memory Copy - Array Size: 8192 MiB
MBW
Test: Memory Copy - Array Size: 8192 MiB
Hugin
Panorama Photo Assistant + Stitching Time
OCRMyPDF
Processing 60 Page PDF Document
RawTherapee
Total Benchmark Time
LibRaw
Post-Processing Benchmark
LibRaw
Post-Processing Benchmark
Google SynthMark
Test: VoiceMark_100
Google SynthMark
Test: VoiceMark_100
Basis Universal
Settings: UASTC Level 2
Basis Universal
Settings: UASTC Level 3
ASTC Encoder
Preset: Thorough
ASTC Encoder
Preset: Exhaustive
Etcpak
Configuration: ETC2
Etcpak
Configuration: ETC2
Etcpak
Configuration: DXT1
Etcpak
Configuration: DXT1
QuantLib
QuantLib
Swet
Average
Swet
Average
Sysbench
Test: CPU
Sysbench
Test: CPU
Sysbench
Test: Memory
Sysbench
Test: Memory
FinanceBench
Benchmark: Bonds OpenMP
FinanceBench
Benchmark: Repo OpenMP
Crafty
Elapsed Time
Crafty
Elapsed Time
TSCP
AI Chess Performance
TSCP
AI Chess Performance
Stockfish
Total Time
Stockfish
Total Time
asmFish
1024 Hash Memory, 26 Depth
asmFish
1024 Hash Memory, 26 Depth
m-queens
Time To Solve
Hierarchical INTegration
Test: FLOAT
Hierarchical INTegration
Test: FLOAT
OpenVKL
Benchmark: vklBenchmark
OpenVKL
Benchmark: vklBenchmark
Intel Open Image Denoise
Scene: Memorial
Intel Open Image Denoise
Scene: Memorial
Algebraic Multi-Grid Benchmark
Algebraic Multi-Grid Benchmark
Pennant
Test: leblancbig
Pennant
Test: sedovbig
Stream
Type: Triad
NWChem
Input: C240 Buckyball
Ngspice
Circuit: C2670
Ngspice
Circuit: C7552
Chaos Group V-RAY
Mode: CPU
Chaos Group V-RAY
Mode: CPU
GROMACS
Input: water_GMX50_bare
GROMACS
Input: water_GMX50_bare
JPEG XL
Input: PNG - Encode Speed: 5
JPEG XL
Input: PNG - Encode Speed: 7
JPEG XL
Input: PNG - Encode Speed: 8
JPEG XL
Input: JPEG - Encode Speed: 5
JPEG XL
Input: JPEG - Encode Speed: 7
JPEG XL
Input: JPEG - Encode Speed: 8
JPEG XL
Input: PNG - Encode Speed: 5
JPEG XL
Input: PNG - Encode Speed: 7
JPEG XL
Input: PNG - Encode Speed: 8
JPEG XL
Input: JPEG - Encode Speed: 5
JPEG XL
Input: JPEG - Encode Speed: 7
JPEG XL
Input: JPEG - Encode Speed: 8
JPEG XL Decoding
CPU Threads: 1
JPEG XL Decoding
CPU Threads: All
JPEG XL Decoding
CPU Threads: 1
JPEG XL Decoding
CPU Threads: All
Stream-Dynamic
- Copy
Stream-Dynamic
- Scale
Stream-Dynamic
- Add
Stream-Dynamic
- Triad
Stream-Dynamic
- Triad
toyBrot Fractal Generator
Implementation: TBB
toyBrot Fractal Generator
Implementation: OpenMP
toyBrot Fractal Generator
Implementation: C++ Tasks
toyBrot Fractal Generator
Implementation: C++ Threads
Phoronix Test Suite v10.8.4