NVIDIA GPU Compute OpenCL CUDA Benchmarks
Some benchmarks by Michael Larabel tests for a future article.
HTML result view exported from: https://openbenchmarking.org/result/2009112-FI-ROCMGPUCO10&grr&sor.
LeelaChessZero
Backend: OpenCL
GROMACS
Water Benchmark
OctaneBench
Total Score
FAHBench
LuxCoreRender OpenCL
Scene: Food
LuxCoreRender OpenCL
Scene: LuxCore Benchmark
LuxCoreRender OpenCL
Scene: DLSC
PlaidML
FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL
LuxCoreRender OpenCL
Scene: Rainbow Colors and Prism
clpeak
OpenCL Test: Double-Precision Double
PlaidML
FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL
NAMD CUDA
ATPase Simulation - 327,506 Atoms
PlaidML
FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL
Rodinia
Test: OpenCL Particle Filter
cl-mem
Benchmark: Read
cl-mem
Benchmark: Write
cl-mem
Benchmark: Copy
PlaidML
FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL
MandelGPU
OpenCL Device: GPU
PlaidML
FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL
ArrayFire
Test: Conjugate Gradient OpenCL
ViennaCL
OpenCL LU Factorization
clpeak
OpenCL Test: Integer Compute INT
clpeak
OpenCL Test: Global Memory Bandwidth
clpeak
OpenCL Test: Single-Precision Float
Mixbench
Backend: NVIDIA CUDA - Benchmark: Single Precision
Mixbench
Backend: NVIDIA CUDA - Benchmark: Double Precision
Mixbench
Backend: NVIDIA CUDA - Benchmark: Integer
Mixbench
Backend: NVIDIA CUDA - Benchmark: Half Precision
Mixbench
Backend: OpenCL - Benchmark: Single Precision
NeatBench
Acceleration: GPU
Mixbench
Backend: OpenCL - Benchmark: Integer
Mixbench
Backend: OpenCL - Benchmark: Double Precision
FinanceBench
Benchmark: Black-Scholes OpenCL
GPU Temperature Monitor
Phoronix Test Suite System Monitoring
GPU Power Consumption Monitor
Phoronix Test Suite System Monitoring
ViennaCL
GPU Temperature Monitor
ViennaCL
GPU Power Consumption Monitor
ViennaCL
OpenCL LU Factorization
MandelGPU
GPU Temperature Monitor
MandelGPU
GPU Power Consumption Monitor
MandelGPU
OpenCL Device: GPU
cl-mem
GPU Temperature Monitor
cl-mem
GPU Power Consumption Monitor
cl-mem
Benchmark: Copy
cl-mem
GPU Temperature Monitor
cl-mem
GPU Power Consumption Monitor
cl-mem
Benchmark: Write
cl-mem
GPU Temperature Monitor
cl-mem
GPU Power Consumption Monitor
cl-mem
Benchmark: Read
LeelaChessZero
GPU Temperature Monitor
LeelaChessZero
GPU Power Consumption Monitor
LeelaChessZero
Backend: OpenCL
PlaidML
GPU Temperature Monitor
PlaidML
GPU Power Consumption Monitor
PlaidML
FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL
PlaidML
GPU Temperature Monitor
PlaidML
GPU Power Consumption Monitor
PlaidML
FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL
PlaidML
GPU Temperature Monitor
PlaidML
GPU Power Consumption Monitor
PlaidML
FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL
PlaidML
GPU Temperature Monitor
PlaidML
GPU Power Consumption Monitor
PlaidML
FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL
PlaidML
GPU Temperature Monitor
PlaidML
GPU Power Consumption Monitor
PlaidML
FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL
FinanceBench
GPU Temperature Monitor
FinanceBench
GPU Power Consumption Monitor
NeatBench
GPU Temperature Monitor
NeatBench
GPU Power Consumption Monitor
NeatBench
Acceleration: GPU
clpeak
GPU Temperature Monitor
clpeak
GPU Power Consumption Monitor
clpeak
OpenCL Test: Integer Compute INT
clpeak
GPU Temperature Monitor
clpeak
GPU Power Consumption Monitor
clpeak
OpenCL Test: Double-Precision Double
clpeak
GPU Temperature Monitor
clpeak
GPU Power Consumption Monitor
clpeak
OpenCL Test: Single-Precision Float
clpeak
GPU Temperature Monitor
clpeak
GPU Power Consumption Monitor
clpeak
OpenCL Test: Global Memory Bandwidth
ArrayFire
GPU Temperature Monitor
ArrayFire
GPU Power Consumption Monitor
Rodinia
GPU Temperature Monitor
Rodinia
GPU Power Consumption Monitor
LuxCoreRender OpenCL
GPU Temperature Monitor
LuxCoreRender OpenCL
GPU Power Consumption Monitor
LuxCoreRender OpenCL
Scene: Food
LuxCoreRender OpenCL
GPU Temperature Monitor
LuxCoreRender OpenCL
GPU Power Consumption Monitor
LuxCoreRender OpenCL
Scene: Rainbow Colors and Prism
LuxCoreRender OpenCL
GPU Temperature Monitor
LuxCoreRender OpenCL
GPU Power Consumption Monitor
LuxCoreRender OpenCL
Scene: DLSC
LuxCoreRender OpenCL
GPU Temperature Monitor
LuxCoreRender OpenCL
GPU Power Consumption Monitor
LuxCoreRender OpenCL
Scene: LuxCore Benchmark
OctaneBench
GPU Temperature Monitor
OctaneBench
GPU Power Consumption Monitor
OctaneBench
Total Score
Mixbench
GPU Temperature Monitor
Mixbench
GPU Power Consumption Monitor
Mixbench
Backend: NVIDIA CUDA - Benchmark: Integer
Mixbench
GPU Temperature Monitor
Mixbench
GPU Power Consumption Monitor
Mixbench
Backend: NVIDIA CUDA - Benchmark: Half Precision
Mixbench
GPU Temperature Monitor
Mixbench
GPU Power Consumption Monitor
Mixbench
Backend: NVIDIA CUDA - Benchmark: Double Precision
Mixbench
GPU Temperature Monitor
Mixbench
GPU Power Consumption Monitor
Mixbench
Backend: NVIDIA CUDA - Benchmark: Single Precision
Mixbench
GPU Temperature Monitor
Mixbench
GPU Power Consumption Monitor
Mixbench
Backend: OpenCL - Benchmark: Integer
Mixbench
GPU Temperature Monitor
Mixbench
GPU Power Consumption Monitor
Mixbench
Backend: OpenCL - Benchmark: Double Precision
Mixbench
GPU Temperature Monitor
Mixbench
GPU Power Consumption Monitor
Mixbench
Backend: OpenCL - Benchmark: Single Precision
NAMD CUDA
GPU Temperature Monitor
NAMD CUDA
GPU Power Consumption Monitor
GROMACS
GPU Temperature Monitor
GROMACS
GPU Power Consumption Monitor
GROMACS
Water Benchmark
FAHBench
GPU Temperature Monitor
FAHBench
GPU Power Consumption Monitor
FAHBench
Phoronix Test Suite v10.8.5