NVIDIA GPU Compute NVIDIA GPU Compute

A collection of test profiles that run well on NVIDIA GPU systems with CUDA / proprietary driver stack. Other deprecated / less interesting / older tests not included but this test suite is intended to serve as guidance for current interesting NVIDIA GPU compute benchmarking albeit not exhaustive of what is available via Phoronix Test Suite / OpenBenchmarking.org.

See how your system performs with this suite using the Phoronix Test Suite. It's as easy as running the phoronix-test-suite benchmark nvidia-gpu-compute command..

Tests In This Suite

  • ArrayFire

  •         Test: Conjugate Gradient OpenCL

  • Betsy GPU Compressor

  •         Codec: ETC1 - Quality: Highest
  •         Codec: ETC2 RGB - Quality: Highest

  • Blender

  •         Blend File: BMW27 - Compute: NVIDIA OptiX
  •         Blend File: Classroom - Compute: NVIDIA OptiX
  •         Blend File: Fishy Cat - Compute: NVIDIA OptiX
  •         Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX
  •         Blend File: Barbershop - Compute: NVIDIA OptiX
  •         Blend File: Junkshop - Compute: NVIDIA OptiX

  • Caffe

  •         Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 100
  •         Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 200
  •         Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 1000
  •         Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 100
  •         Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 200
  •         Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 1000

  • Chaos Group V-RAY

  •         Mode: NVIDIA CUDA GPU
  •         Mode: NVIDIA RTX GPU

  • cl-mem

  •         Benchmark: Read
  •         Benchmark: Write
  •         Benchmark: Copy

  • clpeak

  •         OpenCL Test: Global Memory Bandwidth
  •         OpenCL Test: Single-Precision Float
  •         OpenCL Test: Double-Precision Double
  •         OpenCL Test: Integer Compute INT

  • FAHBench

  • FinanceBench

  •         Benchmark: Black-Scholes OpenCL

  • GROMACS

  •         Implementation: NVIDIA CUDA GPU - Input: water_GMX50_bare

  • Hashcat

  •         Benchmark: MD5
  •         Benchmark: SHA1
  •         Benchmark: SHA-512
  •         Benchmark: 7-Zip
  •         Benchmark: TrueCrypt RIPEMD160 + XTS

  • IndigoBench

  •         Acceleration: OpenCL GPU - Scene: Supercar
  •         Acceleration: OpenCL GPU - Scene: Bedroom

  • LeelaChessZero

  •         Backend: OpenCL

  • Libplacebo

  • LuxCoreRender

  •         Scene: DLSC - Acceleration: GPU
  •         Scene: Rainbow Colors and Prism - Acceleration: GPU
  •         Scene: LuxCore Benchmark - Acceleration: GPU
  •         Scene: Orange Juice - Acceleration: GPU
  •         Scene: Danish Mood - Acceleration: GPU

  • MandelGPU

  •         OpenCL Device: GPU

  • Mixbench

  •         Backend: OpenCL - Benchmark: Single Precision
  •         Backend: OpenCL - Benchmark: Double Precision
  •         Backend: OpenCL - Benchmark: Integer
  •         Backend: NVIDIA CUDA - Benchmark: Single Precision
  •         Backend: NVIDIA CUDA - Benchmark: Double Precision
  •         Backend: NVIDIA CUDA - Benchmark: Half Precision
  •         Backend: NVIDIA CUDA - Benchmark: Integer

  • NAMD CUDA

  • NCNN

  •         Target: Vulkan GPU

  • NeatBench

  •         Acceleration: GPU

  • OctaneBench

  •         Total Score

  • PlaidML

  •         FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL
  •         FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL
  •         FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL
  •         FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL
  •         FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL

  • RealSR-NCNN

  •         Scale: 4x - TAA: Yes
  •         Scale: 4x - TAA: No

  • RedShift Demo

  • Rodinia

  •         Test: OpenCL Particle Filter

  • SHOC Scalable HeterOgeneous Computing

  •         Target: OpenCL - Benchmark: Bus Speed Download
  •         Target: OpenCL - Benchmark: Bus Speed Readback
  •         Target: OpenCL - Benchmark: Max SP Flops
  •         Target: OpenCL - Benchmark: Texture Read Bandwidth
  •         Target: OpenCL - Benchmark: FFT SP
  •         Target: OpenCL - Benchmark: GEMM SGEMM_N
  •         Target: OpenCL - Benchmark: MD5 Hash
  •         Target: OpenCL - Benchmark: Reduction
  •         Target: OpenCL - Benchmark: Triad
  •         Target: OpenCL - Benchmark: S3D

  • ViennaCL

  •         Test: OpenCL BLAS
  •         Test: CPU BLAS

  • VkFFT

  •         Test: FFT + iFFT C2C 1D batched in single precision
  •         Test: FFT + iFFT C2C 1D batched in double precision
  •         Test: FFT + iFFT C2C 1D batched in half precision
  •         Test: FFT + iFFT C2C multidimensional in single precision
  •         Test: FFT + iFFT C2C 1D batched in single precision, no reshuffling
  •         Test: FFT + iFFT R2C / C2R
  •         Test: FFT + iFFT C2C Bluestein in single precision
  •         Test: FFT + iFFT C2C Bluestein benchmark in double precision

  • vkpeak

  • VkResample

  •         Upscale: 2x - Precision: Single
  •         Upscale: 2x - Precision: Double

  • Waifu2x-NCNN Vulkan

  •         Scale: 2x - Denoise: 3 - TAA: Yes
  •         Scale: 2x - Denoise: 3 - TAA: No

Revision History Revision History

pts/nvidia-gpu-compute-1.1.2     Thu, 13 May 2021 18:39:33 GMT
Update GROMACS handling.

pts/nvidia-gpu-compute-1.1.1     Thu, 15 Apr 2021 17:07:05 GMT
Switch luxcorerender-cl to luxcorerender now that LuxCoreRender unified has CPU+GPU support in test profile.

pts/nvidia-gpu-compute-1.1.0     Sun, 28 Mar 2021 16:04:12 GMT
Add ViennaCL, indigobench, SHOC, other updates

pts/nvidia-gpu-compute-1.0.7     Wed, 16 Dec 2020 17:17:54 GMT
Add vulkan-compute to the suite rather than including the Vulkan benchmarks individually.

pts/nvidia-gpu-compute-1.0.6     Tue, 20 Oct 2020 14:12:29 GMT
Fix for NCNN argument.

pts/nvidia-gpu-compute-1.0.5     Tue, 20 Oct 2020 14:08:59 GMT
Add waifu2x-ncnn test profile.

pts/nvidia-gpu-compute-1.0.4     Wed, 07 Oct 2020 07:05:46 GMT
Add NCNN and RealSR-NCNN to suite.

pts/nvidia-gpu-compute-1.0.3     Sun, 04 Oct 2020 13:03:09 GMT
Add latest tests to suite.

pts/nvidia-gpu-compute-1.0.2     Thu, 17 Sep 2020 18:25:32 GMT
Add Hashcat

pts/nvidia-gpu-compute-1.0.1     Sun, 13 Sep 2020 18:48:54 GMT
Add Blender tests.

pts/nvidia-gpu-compute-1.0.0     Sun, 13 Sep 2020 18:43:48 GMT
Initial commit for showing tests known to be in good shape for NVIDIA GPU usage.