NVIDIA GPU Compute Benchmarks
Benchmarks for a future article.
HTML result view exported from: https://openbenchmarking.org/result/2106089-IB-NVIDIACOM84&grw.
Betsy GPU Compressor
Codec: ETC1 - Quality: Highest
Betsy GPU Compressor
Codec: ETC2 RGB - Quality: Highest
PlaidML
FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL
PlaidML
FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL
PlaidML
FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL
LeelaChessZero
Backend: OpenCL
SHOC Scalable HeterOgeneous Computing
Target: OpenCL - Benchmark: Texture Read Bandwidth
SHOC Scalable HeterOgeneous Computing
Target: OpenCL - Benchmark: FFT SP
SHOC Scalable HeterOgeneous Computing
Target: OpenCL - Benchmark: GEMM SGEMM_N
SHOC Scalable HeterOgeneous Computing
Target: OpenCL - Benchmark: MD5 Hash
SHOC Scalable HeterOgeneous Computing
Target: OpenCL - Benchmark: S3D
ArrayFire
Test: BLAS OpenCL
ArrayFire
Test: Conjugate Gradient OpenCL
Chaos Group V-RAY
Mode: NVIDIA CUDA GPU
Chaos Group V-RAY
Mode: NVIDIA RTX GPU
Blender
Blend File: BMW27 - Compute: CUDA
Blender
Blend File: BMW27 - Compute: NVIDIA OptiX
Blender
Blend File: Classroom - Compute: CUDA
Blender
Blend File: Classroom - Compute: NVIDIA OptiX
Blender
Blend File: Fishy Cat - Compute: CUDA
Blender
Blend File: Fishy Cat - Compute: NVIDIA OptiX
Blender
Blend File: Pabellon Barcelona - Compute: CUDA
Blender
Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX
Blender
Blend File: Barbershop - Compute: CUDA
Blender
Blend File: Barbershop - Compute: NVIDIA OptiX
IndigoBench
Acceleration: OpenCL GPU - Scene: Supercar
IndigoBench
Acceleration: OpenCL GPU - Scene: Bedroom
LuxCoreRender
Scene: DLSC - Acceleration: GPU
LuxCoreRender
Scene: Rainbow Colors and Prism - Acceleration: GPU
LuxCoreRender
Scene: LuxCore Benchmark - Acceleration: GPU
LuxCoreRender
Scene: Orange Juice - Acceleration: GPU
LuxCoreRender
Scene: Danish Mood - Acceleration: GPU
FAHBench
Hashcat
Benchmark: MD5
Hashcat
Benchmark: SHA1
Hashcat
Benchmark: SHA-512
Hashcat
Benchmark: 7-Zip
Hashcat
Benchmark: TrueCrypt RIPEMD160 + XTS
Mixbench
Backend: NVIDIA CUDA - Benchmark: Single Precision
Mixbench
Backend: NVIDIA CUDA - Benchmark: Double Precision
Mixbench
Backend: NVIDIA CUDA - Benchmark: Half Precision
Mixbench
Backend: NVIDIA CUDA - Benchmark: Integer
NAMD CUDA
ATPase Simulation - 327,506 Atoms
OctaneBench
Total Score
RedShift Demo
cl-mem
Benchmark: Read
cl-mem
Benchmark: Write
cl-mem
Benchmark: Copy
clpeak
OpenCL Test: Global Memory Bandwidth
clpeak
OpenCL Test: Single-Precision Float
clpeak
OpenCL Test: Double-Precision Double
clpeak
OpenCL Test: Integer Compute INT
ViennaCL
Test: OpenCL BLAS - sCOPY
ViennaCL
Test: OpenCL BLAS - sAXPY
ViennaCL
Test: OpenCL BLAS - dCOPY
ViennaCL
Test: OpenCL BLAS - dAXPY
ViennaCL
Test: OpenCL BLAS - dDOT
ViennaCL
Test: OpenCL BLAS - dGEMM-NN
ViennaCL
Test: OpenCL BLAS - dGEMM-NT
ViennaCL
Test: OpenCL BLAS - dGEMM-TN
ViennaCL
Test: OpenCL BLAS - sDOT
ViennaCL
Test: OpenCL BLAS - dGEMV-N
ViennaCL
Test: OpenCL BLAS - dGEMV-T
ViennaCL
Test: OpenCL BLAS - dGEMM-TT
RealSR-NCNN
Scale: 4x - TAA: Yes
RealSR-NCNN
Scale: 4x - TAA: No
vkpeak
fp32-scalar
vkpeak
fp32-vec4
vkpeak
fp16-scalar
vkpeak
fp16-vec4
vkpeak
fp64-scalar
vkpeak
fp64-vec4
vkpeak
int32-scalar
vkpeak
int32-vec4
vkpeak
int16-scalar
vkpeak
int16-vec4
VkResample
Upscale: 2x - Precision: Single
Waifu2x-NCNN Vulkan
Scale: 2x - Denoise: 3 - TAA: Yes
Hashcat
Benchmark: MD5
Hashcat
GPU Power Consumption Monitor
Hashcat
Benchmark: SHA1
Hashcat
GPU Power Consumption Monitor
Hashcat
Benchmark: SHA-512
Hashcat
GPU Power Consumption Monitor
Hashcat
Benchmark: 7-Zip
Hashcat
GPU Power Consumption Monitor
Hashcat
Benchmark: TrueCrypt RIPEMD160 + XTS
Hashcat
GPU Power Consumption Monitor
FAHBench
FAHBench
GPU Power Consumption Monitor
NAMD CUDA
GPU Power Consumption Monitor
Mixbench
Backend: NVIDIA CUDA - Benchmark: Single Precision
Mixbench
GPU Power Consumption Monitor
Mixbench
Backend: NVIDIA CUDA - Benchmark: Double Precision
Mixbench
GPU Power Consumption Monitor
Mixbench
Backend: NVIDIA CUDA - Benchmark: Half Precision
Mixbench
GPU Power Consumption Monitor
Mixbench
Backend: NVIDIA CUDA - Benchmark: Integer
Mixbench
GPU Power Consumption Monitor
OctaneBench
Total Score
OctaneBench
GPU Power Consumption Monitor
LuxCoreRender
Scene: DLSC - Acceleration: GPU
LuxCoreRender
GPU Power Consumption Monitor
LuxCoreRender
Scene: Rainbow Colors and Prism - Acceleration: GPU
LuxCoreRender
GPU Power Consumption Monitor
LuxCoreRender
Scene: LuxCore Benchmark - Acceleration: GPU
LuxCoreRender
GPU Power Consumption Monitor
LuxCoreRender
Scene: Orange Juice - Acceleration: GPU
LuxCoreRender
GPU Power Consumption Monitor
LuxCoreRender
Scene: Danish Mood - Acceleration: GPU
LuxCoreRender
GPU Power Consumption Monitor
ArrayFire
Test: BLAS OpenCL
ArrayFire
GPU Power Consumption Monitor
ArrayFire
GPU Power Consumption Monitor
clpeak
OpenCL Test: Global Memory Bandwidth
clpeak
GPU Power Consumption Monitor
clpeak
OpenCL Test: Single-Precision Float
clpeak
GPU Power Consumption Monitor
clpeak
OpenCL Test: Double-Precision Double
clpeak
GPU Power Consumption Monitor
clpeak
OpenCL Test: Integer Compute INT
clpeak
GPU Power Consumption Monitor
vkpeak
int16-vec4
vkpeak
GPU Power Consumption Monitor
PlaidML
FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL
PlaidML
GPU Power Consumption Monitor
PlaidML
FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL
PlaidML
GPU Power Consumption Monitor
PlaidML
FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL
PlaidML
GPU Power Consumption Monitor
LeelaChessZero
Backend: OpenCL
LeelaChessZero
GPU Power Consumption Monitor
cl-mem
Benchmark: Read
cl-mem
GPU Power Consumption Monitor
cl-mem
Benchmark: Write
cl-mem
GPU Power Consumption Monitor
cl-mem
Benchmark: Copy
cl-mem
GPU Power Consumption Monitor
ViennaCL
Test: OpenCL BLAS - dGEMM-TN
ViennaCL
GPU Power Consumption Monitor
SHOC Scalable HeterOgeneous Computing
Target: OpenCL - Benchmark: Texture Read Bandwidth
SHOC Scalable HeterOgeneous Computing
GPU Power Consumption Monitor
SHOC Scalable HeterOgeneous Computing
Target: OpenCL - Benchmark: FFT SP
SHOC Scalable HeterOgeneous Computing
GPU Power Consumption Monitor
SHOC Scalable HeterOgeneous Computing
Target: OpenCL - Benchmark: GEMM SGEMM_N
SHOC Scalable HeterOgeneous Computing
GPU Power Consumption Monitor
SHOC Scalable HeterOgeneous Computing
Target: OpenCL - Benchmark: MD5 Hash
SHOC Scalable HeterOgeneous Computing
GPU Power Consumption Monitor
SHOC Scalable HeterOgeneous Computing
Target: OpenCL - Benchmark: S3D
SHOC Scalable HeterOgeneous Computing
GPU Power Consumption Monitor
IndigoBench
Acceleration: OpenCL GPU - Scene: Supercar
IndigoBench
GPU Power Consumption Monitor
IndigoBench
Acceleration: OpenCL GPU - Scene: Bedroom
IndigoBench
GPU Power Consumption Monitor