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/2009120-FI-ROCMGPUCO50&gru&sro.
GPU Temperature Monitor
Phoronix Test Suite System Monitoring
GPU Power Consumption Monitor
Phoronix Test Suite System Monitoring
PlaidML
FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL
PlaidML
FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL
PlaidML
FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL
PlaidML
FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL
PlaidML
FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL
PlaidML
FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL
PlaidML
FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL
PlaidML
FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL
PlaidML
FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL
PlaidML
FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL
cl-mem
Benchmark: Read
cl-mem
Benchmark: Read
cl-mem
Benchmark: Copy
cl-mem
Benchmark: Write
cl-mem
Benchmark: Copy
cl-mem
Benchmark: Write
clpeak
OpenCL Test: Global Memory Bandwidth
clpeak
OpenCL Test: Global Memory Bandwidth
Mixbench
Backend: OpenCL - Benchmark: Single Precision
Mixbench
Backend: OpenCL - Benchmark: Single Precision
Mixbench
Backend: OpenCL - Benchmark: Double Precision
Mixbench
Backend: OpenCL - Benchmark: Double Precision
clpeak
OpenCL Test: Single-Precision Float
ViennaCL
OpenCL LU Factorization
clpeak
OpenCL Test: Single-Precision Float
clpeak
OpenCL Test: Double-Precision Double
clpeak
OpenCL Test: Double-Precision Double
ViennaCL
OpenCL LU Factorization
Mixbench
Backend: OpenCL - Benchmark: Integer
Mixbench
Backend: OpenCL - Benchmark: Integer
clpeak
OpenCL Test: Integer Compute INT
clpeak
OpenCL Test: Integer Compute INT
LuxCoreRender OpenCL
Scene: LuxCore Benchmark
LuxCoreRender OpenCL
Scene: LuxCore Benchmark
LuxCoreRender OpenCL
Scene: DLSC
LuxCoreRender OpenCL
Scene: DLSC
LuxCoreRender OpenCL
Scene: Rainbow Colors and Prism
LuxCoreRender OpenCL
Scene: Food
LuxCoreRender OpenCL
Scene: Rainbow Colors and Prism
LuxCoreRender OpenCL
Scene: Food
LeelaChessZero
Backend: OpenCL
LeelaChessZero
Backend: OpenCL
FAHBench
FAHBench
Meta Performance Per Watts
Performance Per Watts
MandelGPU
OpenCL Device: GPU
MandelGPU
OpenCL Device: GPU
FAHBench
GPU Temperature Monitor
Mixbench
GPU Temperature Monitor
Mixbench
GPU Temperature Monitor
Mixbench
GPU Temperature Monitor
LuxCoreRender OpenCL
GPU Temperature Monitor
LuxCoreRender OpenCL
GPU Temperature Monitor
LuxCoreRender OpenCL
GPU Temperature Monitor
LuxCoreRender OpenCL
GPU Temperature Monitor
Rodinia
GPU Temperature Monitor
ArrayFire
GPU Temperature Monitor
clpeak
GPU Temperature Monitor
clpeak
GPU Temperature Monitor
clpeak
GPU Temperature Monitor
clpeak
GPU Temperature Monitor
FinanceBench
GPU Temperature Monitor
PlaidML
GPU Temperature Monitor
PlaidML
GPU Temperature Monitor
PlaidML
GPU Temperature Monitor
PlaidML
GPU Temperature Monitor
PlaidML
GPU Temperature Monitor
LeelaChessZero
GPU Temperature Monitor
cl-mem
GPU Temperature Monitor
cl-mem
GPU Temperature Monitor
cl-mem
GPU Temperature Monitor
MandelGPU
GPU Temperature Monitor
ViennaCL
GPU Temperature Monitor
ArrayFire
Test: Conjugate Gradient OpenCL
FinanceBench
Benchmark: Black-Scholes OpenCL
Rodinia
Test: OpenCL Particle Filter
Blender
Blend File: Fishy Cat - Compute: OpenCL
FAHBench
GPU Power Consumption Monitor
Mixbench
GPU Power Consumption Monitor
Mixbench
GPU Power Consumption Monitor
Mixbench
GPU Power Consumption Monitor
LuxCoreRender OpenCL
GPU Power Consumption Monitor
LuxCoreRender OpenCL
GPU Power Consumption Monitor
LuxCoreRender OpenCL
GPU Power Consumption Monitor
LuxCoreRender OpenCL
GPU Power Consumption Monitor
Rodinia
GPU Power Consumption Monitor
ArrayFire
GPU Power Consumption Monitor
clpeak
GPU Power Consumption Monitor
clpeak
GPU Power Consumption Monitor
clpeak
GPU Power Consumption Monitor
clpeak
GPU Power Consumption Monitor
FinanceBench
GPU Power Consumption Monitor
PlaidML
GPU Power Consumption Monitor
PlaidML
GPU Power Consumption Monitor
PlaidML
GPU Power Consumption Monitor
PlaidML
GPU Power Consumption Monitor
PlaidML
GPU Power Consumption Monitor
LeelaChessZero
GPU Power Consumption Monitor
cl-mem
GPU Power Consumption Monitor
cl-mem
GPU Power Consumption Monitor
cl-mem
GPU Power Consumption Monitor
MandelGPU
GPU Power Consumption Monitor
ViennaCL
GPU Power Consumption Monitor
Phoronix Test Suite v10.8.5