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