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&grt&rdt.
ArrayFire
Test: Conjugate Gradient OpenCL
ArrayFire
GPU Power Consumption Monitor
ArrayFire
GPU Temperature Monitor
cl-mem
Benchmark: Read
cl-mem
Benchmark: Read
cl-mem
GPU Power Consumption Monitor
cl-mem
GPU Temperature Monitor
cl-mem
Benchmark: Write
cl-mem
Benchmark: Write
cl-mem
GPU Power Consumption Monitor
cl-mem
GPU Temperature Monitor
cl-mem
Benchmark: Copy
cl-mem
Benchmark: Copy
cl-mem
GPU Power Consumption Monitor
cl-mem
GPU Temperature Monitor
clpeak
OpenCL Test: Global Memory Bandwidth
clpeak
OpenCL Test: Global Memory Bandwidth
clpeak
GPU Power Consumption Monitor
clpeak
GPU Temperature Monitor
clpeak
OpenCL Test: Single-Precision Float
clpeak
OpenCL Test: Single-Precision Float
clpeak
GPU Power Consumption Monitor
clpeak
GPU Temperature Monitor
clpeak
OpenCL Test: Double-Precision Double
clpeak
OpenCL Test: Double-Precision Double
clpeak
GPU Power Consumption Monitor
clpeak
GPU Temperature Monitor
clpeak
OpenCL Test: Integer Compute INT
clpeak
OpenCL Test: Integer Compute INT
clpeak
GPU Power Consumption Monitor
clpeak
GPU Temperature Monitor
FAHBench
FAHBench
FAHBench
GPU Power Consumption Monitor
FAHBench
GPU Temperature Monitor
FinanceBench
Benchmark: Black-Scholes OpenCL
FinanceBench
GPU Power Consumption Monitor
FinanceBench
GPU Temperature Monitor
GPU Power Consumption Monitor
Phoronix Test Suite System Monitoring
GPU Temperature Monitor
Phoronix Test Suite System Monitoring
GROMACS
Water Benchmark
GROMACS
Water Benchmark
GROMACS
GPU Power Consumption Monitor
GROMACS
GPU Temperature Monitor
LeelaChessZero
Backend: OpenCL
LeelaChessZero
Backend: OpenCL
LeelaChessZero
GPU Power Consumption Monitor
LeelaChessZero
GPU Temperature Monitor
LuxCoreRender OpenCL
Scene: LuxCore Benchmark
LuxCoreRender OpenCL
Scene: LuxCore Benchmark
LuxCoreRender OpenCL
GPU Power Consumption Monitor
LuxCoreRender OpenCL
GPU Temperature Monitor
LuxCoreRender OpenCL
Scene: DLSC
LuxCoreRender OpenCL
Scene: DLSC
LuxCoreRender OpenCL
GPU Power Consumption Monitor
LuxCoreRender OpenCL
GPU Temperature Monitor
LuxCoreRender OpenCL
Scene: Rainbow Colors and Prism
LuxCoreRender OpenCL
Scene: Rainbow Colors and Prism
LuxCoreRender OpenCL
GPU Power Consumption Monitor
LuxCoreRender OpenCL
GPU Temperature Monitor
LuxCoreRender OpenCL
Scene: Food
LuxCoreRender OpenCL
Scene: Food
LuxCoreRender OpenCL
GPU Power Consumption Monitor
LuxCoreRender OpenCL
GPU Temperature Monitor
MandelGPU
OpenCL Device: GPU
MandelGPU
OpenCL Device: GPU
MandelGPU
GPU Power Consumption Monitor
MandelGPU
GPU Temperature Monitor
Mixbench
Backend: OpenCL - Benchmark: Single Precision
Mixbench
Backend: OpenCL - Benchmark: Single Precision
Mixbench
GPU Power Consumption Monitor
Mixbench
GPU Temperature Monitor
Mixbench
Backend: OpenCL - Benchmark: Double Precision
Mixbench
Backend: OpenCL - Benchmark: Double Precision
Mixbench
GPU Power Consumption Monitor
Mixbench
GPU Temperature Monitor
Mixbench
Backend: OpenCL - Benchmark: Integer
Mixbench
Backend: OpenCL - Benchmark: Integer
Mixbench
GPU Power Consumption Monitor
Mixbench
GPU Temperature Monitor
Mixbench
Backend: NVIDIA CUDA - Benchmark: Single Precision
Mixbench
Backend: NVIDIA CUDA - Benchmark: Single Precision
Mixbench
GPU Power Consumption Monitor
Mixbench
GPU Temperature Monitor
Mixbench
Backend: NVIDIA CUDA - Benchmark: Double Precision
Mixbench
Backend: NVIDIA CUDA - Benchmark: Double Precision
Mixbench
GPU Power Consumption Monitor
Mixbench
GPU Temperature Monitor
Mixbench
Backend: NVIDIA CUDA - Benchmark: Half Precision
Mixbench
Backend: NVIDIA CUDA - Benchmark: Half Precision
Mixbench
GPU Power Consumption Monitor
Mixbench
GPU Temperature Monitor
Mixbench
Backend: NVIDIA CUDA - Benchmark: Integer
Mixbench
Backend: NVIDIA CUDA - Benchmark: Integer
Mixbench
GPU Power Consumption Monitor
Mixbench
GPU Temperature Monitor
NAMD CUDA
ATPase Simulation - 327,506 Atoms
NAMD CUDA
GPU Power Consumption Monitor
NAMD CUDA
GPU Temperature Monitor
NeatBench
Acceleration: GPU
NeatBench
Acceleration: GPU
NeatBench
GPU Power Consumption Monitor
NeatBench
GPU Temperature Monitor
OctaneBench
Total Score
OctaneBench
Total Score
OctaneBench
GPU Power Consumption Monitor
OctaneBench
GPU Temperature Monitor
PlaidML
FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL
PlaidML
FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL
PlaidML
GPU Power Consumption Monitor
PlaidML
GPU Temperature Monitor
PlaidML
FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL
PlaidML
FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL
PlaidML
GPU Power Consumption Monitor
PlaidML
GPU Temperature Monitor
PlaidML
FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL
PlaidML
FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL
PlaidML
GPU Power Consumption Monitor
PlaidML
GPU Temperature Monitor
PlaidML
FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL
PlaidML
FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL
PlaidML
GPU Power Consumption Monitor
PlaidML
GPU Temperature Monitor
PlaidML
FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL
PlaidML
FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL
PlaidML
GPU Power Consumption Monitor
PlaidML
GPU Temperature Monitor
Rodinia
Test: OpenCL Particle Filter
Rodinia
GPU Power Consumption Monitor
Rodinia
GPU Temperature Monitor
ViennaCL
OpenCL LU Factorization
ViennaCL
OpenCL LU Factorization
ViennaCL
GPU Power Consumption Monitor
ViennaCL
GPU Temperature Monitor
Phoronix Test Suite v10.8.5