AMD EPYC 5th Gen Benchmarks - Performance vs. Power Determinism

Benchmarks by Michael Larabel for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2411056-NE-TURINPOWE18&grr.

WRF

Input: conus 2.5km

OpenVKL

Benchmark: vklBenchmarkCPU ISPC

NWChem

Input: C240 Buckyball

PyTorch

Device: CPU - Batch Size: 256 - Model: ResNet-152

OpenSSL

Algorithm: RSA4096

OpenSSL

Algorithm: RSA4096

SecureMark

Benchmark: SecureMark-TLS

Stockfish

Chess Benchmark

TensorFlow

Device: CPU - Batch Size: 512 - Model: ResNet-50

LuxCoreRender

Scene: Orange Juice - Acceleration: CPU

ASKAP

Test: tConvolve MT - Gridding

LuxCoreRender

Scene: DLSC - Acceleration: CPU

CloverLeaf

Input: clover_bm16

ONNX Runtime

Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard

ONNX Runtime

Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard

OpenSSL

Algorithm: AES-128-GCM

OpenSSL

Algorithm: ChaCha20-Poly1305

OpenSSL

Algorithm: ChaCha20

OpenSSL

Algorithm: AES-256-GCM

OpenSSL

Algorithm: SHA512

OpenSSL

Algorithm: SHA256

LuxCoreRender

Scene: LuxCore Benchmark - Acceleration: CPU

Timed Linux Kernel Compilation

Build: allmodconfig

OSPRay

Benchmark: particle_volume/scivis/real_time

PyTorch

Device: CPU - Batch Size: 512 - Model: ResNet-50

TensorFlow

Device: CPU - Batch Size: 256 - Model: ResNet-50

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenVINO

Model: Person Detection FP16 - Device: CPU

ClickHouse

100M Rows Hits Dataset, Third Run

ClickHouse

100M Rows Hits Dataset, Second Run

ClickHouse

100M Rows Hits Dataset, First Run / Cold Cache

LAMMPS Molecular Dynamics Simulator

Model: 20k Atoms

Timed Gem5 Compilation

Time To Compile

OSPRay

Benchmark: particle_volume/ao/real_time

Numpy Benchmark

Timed Node.js Compilation

Time To Compile

srsRAN Project

Test: PDSCH Processor Benchmark, Throughput Total

OpenRadioss

Model: Chrysler Neon 1M

LULESH

Blender

Blend File: Barbershop - Compute: CPU-Only

Timed LLVM Compilation

Build System: Ninja

OpenFOAM

Input: drivaerFastback, Medium Mesh Size - Execution Time

OpenFOAM

Input: drivaerFastback, Medium Mesh Size - Mesh Time

Timed Godot Game Engine Compilation

Time To Compile

OpenRadioss

Model: INIVOL and Fluid Structure Interaction Drop Container

OSPRay Studio

Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU

PyTorch

Device: CPU - Batch Size: 256 - Model: ResNet-50

OSPRay Studio

Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU

GraphicsMagick

Operation: Noise-Gaussian

OSPRay

Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time

Memcached

Set To Get Ratio: 1:100

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

OpenVINO

Model: Noise Suppression Poconet-Like FP16 - Device: CPU

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenVINO

Model: Person Re-Identification Retail FP16 - Device: CPU

OpenVINO

Model: Person Re-Identification Retail FP16 - Device: CPU

OpenVINO

Model: Face Detection Retail FP16-INT8 - Device: CPU

OpenVINO

Model: Road Segmentation ADAS FP16-INT8 - Device: CPU

OpenVINO

Model: Road Segmentation ADAS FP16-INT8 - Device: CPU

OSPRay Studio

Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU

OpenVINO

Model: Handwritten English Recognition FP16-INT8 - Device: CPU

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OSPRay Studio

Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU

Speedb

Test: Random Read

GraphicsMagick

Operation: Enhanced

GraphicsMagick

Operation: Sharpen

RocksDB

Test: Random Read

OSPRay Studio

Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU

OSPRay Studio

Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU

ASKAP

Test: tConvolve MPI - Gridding

ASKAP

Test: tConvolve MPI - Degridding

QuantLib

Configuration: Multi-Threaded

Coremark

CoreMark Size 666 - Iterations Per Second

TensorFlow

Device: CPU - Batch Size: 256 - Model: GoogLeNet

Helsing

Digit Range: 14 digit

Timed Linux Kernel Compilation

Build: defconfig

VVenC

Video Input: Bosphorus 4K - Video Preset: Fast

NAMD

Input: STMV with 1,066,628 Atoms

John The Ripper

Test: WPA PSK

CloverLeaf

Input: clover_bm64_short

7-Zip Compression

Test: Decompression Rating

7-Zip Compression

Test: Compression Rating

Pennant

Test: sedovbig

miniBUDE

Implementation: OpenMP - Input Deck: BM2

miniBUDE

Implementation: OpenMP - Input Deck: BM2

Intel Open Image Denoise

Run: RTLightmap.hdr.4096x4096 - Device: CPU-Only

John The Ripper

Test: bcrypt

Liquid-DSP

Threads: 256 - Buffer Length: 256 - Filter Length: 512

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

John The Ripper

Test: Blowfish

Liquid-DSP

Threads: 256 - Buffer Length: 256 - Filter Length: 57

Liquid-DSP

Threads: 256 - Buffer Length: 256 - Filter Length: 32

Liquid-DSP

Threads: 64 - Buffer Length: 256 - Filter Length: 32

ASTC Encoder

Preset: Exhaustive

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon Obj