NVIDIA Compute Comparison
Benchmarks for a future article.
HTML result view exported from: https://openbenchmarking.org/result/2011309-HA-NVIDIACOM49&grw.
Geekbench
Test: GPU OpenCL
Geekbench
Test: GPU NVIDIA CUDA
Geekbench
Test: GPU Vulkan
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
LeelaChessZero
Backend: OpenCL
ArrayFire
Test: Conjugate Gradient OpenCL
Blender
Blend File: BMW27 - Compute: NVIDIA OptiX
Blender
Blend File: Classroom - Compute: NVIDIA OptiX
Blender
Blend File: Fishy Cat - Compute: NVIDIA OptiX
Blender
Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX
Blender
Blend File: Barbershop - Compute: NVIDIA OptiX
IndigoBench
Acceleration: OpenCL GPU - Scene: Supercar
IndigoBench
Acceleration: OpenCL GPU - Scene: Bedroom
FAHBench
OctaneBench
Total Score
LuxCoreRender OpenCL
Scene: DLSC
LuxCoreRender OpenCL
Scene: LuxCore Benchmark
LuxCoreRender OpenCL
Scene: Rainbow Colors and Prism
LuxCoreRender OpenCL
Scene: Food
RedShift Demo
clpeak
OpenCL Test: Single-Precision Float
clpeak
OpenCL Test: Double-Precision Double
clpeak
OpenCL Test: Integer Compute INT
RealSR-NCNN
Scale: 4x - TAA: Yes
RealSR-NCNN
Scale: 4x - TAA: No
VkFFT
Waifu2x-NCNN Vulkan
Scale: 2x - Denoise: 3 - TAA: Yes
Waifu2x-NCNN Vulkan
GPU Power Consumption Monitor
Waifu2x-NCNN Vulkan
GPU Temperature Monitor
FAHBench
FAHBench
GPU Power Consumption Monitor
FAHBench
GPU Temperature Monitor
OctaneBench
Total Score
OctaneBench
GPU Power Consumption Monitor
OctaneBench
GPU Temperature Monitor
LuxCoreRender OpenCL
Scene: LuxCore Benchmark
LuxCoreRender OpenCL
GPU Power Consumption Monitor
LuxCoreRender OpenCL
GPU Temperature Monitor
LuxCoreRender OpenCL
Scene: DLSC
LuxCoreRender OpenCL
GPU Power Consumption Monitor
LuxCoreRender OpenCL
GPU Temperature Monitor
LuxCoreRender OpenCL
Scene: Rainbow Colors and Prism
LuxCoreRender OpenCL
GPU Power Consumption Monitor
LuxCoreRender OpenCL
GPU Temperature Monitor
LuxCoreRender OpenCL
Scene: Food
LuxCoreRender OpenCL
GPU Power Consumption Monitor
LuxCoreRender OpenCL
GPU Temperature Monitor
ArrayFire
GPU Power Consumption Monitor
ArrayFire
GPU Temperature Monitor
clpeak
OpenCL Test: Single-Precision Float
clpeak
GPU Power Consumption Monitor
clpeak
GPU Temperature Monitor
clpeak
OpenCL Test: Double-Precision Double
clpeak
GPU Power Consumption Monitor
clpeak
GPU Temperature Monitor
clpeak
OpenCL Test: Integer Compute INT
clpeak
GPU Power Consumption Monitor
clpeak
GPU Temperature Monitor
PlaidML
FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL
PlaidML
GPU Power Consumption Monitor
PlaidML
GPU Temperature Monitor
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
GPU Power Consumption Monitor
PlaidML
GPU Temperature Monitor
PlaidML
FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL
PlaidML
GPU Power Consumption Monitor
PlaidML
GPU Temperature Monitor
LeelaChessZero
Backend: OpenCL
LeelaChessZero
GPU Power Consumption Monitor
LeelaChessZero
GPU Temperature Monitor
RedShift Demo
GPU Power Consumption Monitor
RedShift Demo
GPU Temperature Monitor
Blender
GPU Power Consumption Monitor
Blender
GPU Temperature Monitor
Blender
GPU Power Consumption Monitor
Blender
GPU Temperature Monitor
Blender
GPU Power Consumption Monitor
Blender
GPU Temperature Monitor
Blender
GPU Power Consumption Monitor
Blender
GPU Temperature Monitor
Blender
GPU Power Consumption Monitor
Blender
GPU Temperature Monitor
VkFFT
VkFFT
GPU Power Consumption Monitor
VkFFT
GPU Temperature Monitor
RealSR-NCNN
GPU Power Consumption Monitor
RealSR-NCNN
GPU Temperature Monitor
RealSR-NCNN
GPU Power Consumption Monitor
RealSR-NCNN
GPU Temperature Monitor
IndigoBench
Acceleration: OpenCL GPU - Scene: Supercar
IndigoBench
GPU Power Consumption Monitor
IndigoBench
GPU Temperature Monitor
IndigoBench
Acceleration: OpenCL GPU - Scene: Bedroom
IndigoBench
GPU Power Consumption Monitor
IndigoBench
GPU Temperature Monitor
Geekbench
Test: GPU OpenCL
Geekbench
GPU Power Consumption Monitor
Geekbench
GPU Temperature Monitor
Geekbench
Test: GPU NVIDIA CUDA
Geekbench
GPU Power Consumption Monitor
Geekbench
GPU Temperature Monitor
Geekbench
Test: GPU Vulkan
Geekbench
GPU Power Consumption Monitor
Geekbench
GPU Temperature Monitor
GPU Power Consumption Monitor
Phoronix Test Suite System Monitoring
GPU Temperature Monitor
Phoronix Test Suite System Monitoring
Phoronix Test Suite v10.8.4