OpenCL Intel Arc Graphics Comparison

Tests for a future article by Michale Larabel.

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Result
Identifier
Performance Per
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Date
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  Test
  Duration
Intel Arc A380
March 07 2023
  42 Minutes
Intel Arc A750
March 06 2023
  1 Hour, 9 Minutes
Intel Arc A770
March 06 2023
  59 Minutes
GTX 1660 SUPER
March 11 2023
  1 Hour, 50 Minutes
RTX 2060
March 10 2023
  1 Hour, 18 Minutes
RTX 3060
March 10 2023
  1 Hour, 9 Minutes
RX 6500 XT
March 09 2023
  1 Hour, 10 Minutes
RX 6600
March 09 2023
  47 Minutes
RX 6700 XT
March 09 2023
  48 Minutes
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OpenCL Intel Arc Graphics ComparisonProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLOpenCLCompilerFile-SystemScreen ResolutionDisplay DriverIntel Arc A770Intel Arc A750Intel Arc A380RX 6600RX 6700 XTRX 6500 XTRTX 3060RTX 2060GTX 1660 SUPERAMD Ryzen 9 7950X 16-Core @ 4.50GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR X670E HERO (9922 BIOS)AMD Device 14d832GBWestern Digital WD_BLACK SN850X 1000GB + 2000GBIntel Arc A770 DG2 16GB (2400MHz)Intel DG2 AudioASUS MG28UIntel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411Ubuntu 23.046.2.2-060202-generic (x86_64)GNOME Shell 43.2X Server 1.21.1.6 + Wayland4.6 Mesa 23.1.0-devel (git-0d8a54f 2023-03-06 lunar-oibaf-ppa)OpenCL 3.0GCC 12.2.0ext43840x2160Intel Arc A750 DG2 8GB (2400MHz)Intel Arc A380 DG2 6GB (2450MHz)2 x 16 GB DDR5-6000MT/s F5-6000J3038F16GGigabyte AMD Radeon RX 6600 8GB (2750/875MHz)AMD Navi 21/23X Server 1.21.1.64.6 Mesa 23.1.0-devel (git-5f5e30b 2023-03-09 lunar-oibaf-ppa) (LLVM 15.0.7 DRM 3.49)OpenCL 2.1 AMD-APP (3513.0)AMD Radeon RX 6700 XT 12GB (2855/1000MHz)Sapphire AMD Radeon RX 6500 XT 4GB (2975/1124MHz)32GBeVGA NVIDIA GeForce RTX 3060 12GBNVIDIA GA106 HD AudioX Server 1.21.1.7NVIDIA 530.30.024.6.0OpenCL 2.1 AMD-APP (3513.0) + OpenCL 3.0 CUDA 12.1.68NVIDIA GeForce RTX 2060 6GBNVIDIA TU106 HD AudioeVGA NVIDIA GeForce GTX 1660 SUPER 6GBNVIDIA TU116 HD AudioOpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- Intel Arc A770: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-PG9DkL/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-PG9DkL/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Intel Arc A750: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-PG9DkL/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-PG9DkL/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Intel Arc A380: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-PG9DkL/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-PG9DkL/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - RX 6600: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-EzbZRD/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-EzbZRD/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - RX 6700 XT: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-EzbZRD/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-EzbZRD/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - RX 6500 XT: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-EzbZRD/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-EzbZRD/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - RTX 3060: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-EzbZRD/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-EzbZRD/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - RTX 2060: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-EzbZRD/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-EzbZRD/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - GTX 1660 SUPER: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-EzbZRD/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-EzbZRD/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa601203Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affectedGraphics Details- RX 6600: BAR1 / Visible vRAM Size: 8176 MB - vBIOS Version: 113-D53201-R66E- RX 6700 XT: BAR1 / Visible vRAM Size: 12272 MB - vBIOS Version: 113-D5121100-101- RX 6500 XT: BAR1 / Visible vRAM Size: 4080 MB - vBIOS Version: 113-D6320100-S06- RTX 3060: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 94.06.14.40.46- RTX 2060: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 90.06.2e.00.05- GTX 1660 SUPER: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 90.16.42.00.86OpenCL Details- RTX 3060: GPU Compute Cores: 3584- RTX 2060: GPU Compute Cores: 1920- GTX 1660 SUPER: GPU Compute Cores: 1408

Intel Arc A770Intel Arc A750Intel Arc A380RX 6600RX 6700 XTRX 6500 XTRTX 3060RTX 2060GTX 1660 SUPERResult OverviewPhoronix Test Suite100%212%323%435%546%LeelaChessZeroFluidX3DFluidX3DFluidX3DOpenCLFP32-FP32FP32-FP16SFP32-FP16C

OpenCL Intel Arc Graphics Comparisonlczero: OpenCLblender: Barbershop - NVIDIA CUDAblender: Barbershop - NVIDIA OptiXblender: Barbershop - Intel oneAPIblender: Pabellon Barcelona - NVIDIA CUDAfluidx3d: FP32-FP32shoc: OpenCL - S3Dblender: Pabellon Barcelona - NVIDIA OptiXblender: Pabellon Barcelona - Intel oneAPIblender: Fishy Cat - NVIDIA CUDAfluidx3d: FP32-FP16Cfluidx3d: FP32-FP16Sblender: Classroom - NVIDIA CUDAblender: Classroom - Intel oneAPIblender: Classroom - NVIDIA OptiXblender: Fishy Cat - NVIDIA OptiXshoc: OpenCL - Texture Read Bandwidthblender: Fishy Cat - Intel oneAPIblender: BMW27 - NVIDIA CUDAblender: BMW27 - NVIDIA OptiXblender: BMW27 - Intel oneAPIshoc: OpenCL - GEMM SGEMM_Nshoc: OpenCL - Max SP Flopsclpeak: Integer Computehashcat: SHA1clpeak: Integer 24-bit Computeclpeak: Global Memory Bandwidthhashcat: SHA-512hashcat: MD5clpeak: Single-Precision Computehashcat: 7-Ziphashcat: TrueCrypt RIPEMD160 + XTSshoc: OpenCL - MD5 Hashdarktable: Boat - OpenCLdarktable: Masskrug - OpenCLdarktable: Server Room - OpenCLdarktable: Server Rack - OpenCLIntel Arc A770Intel Arc A750Intel Arc A380RX 6600RX 6700 XTRX 6500 XTRTX 3060RTX 2060GTX 1660 SUPER13220191.342623225.91182.774214434856.1980.57929.5420.782459.8735749074442.40151786166674435.60397.269736166673345098333313007.2224792535710024.17841.8581.4480.7790.10110101198.812512209.93885.183966396358.60882.97831.3521.062100.107587653914.62133801166673911.91396.578634500002952321666711381.5724690031368821.16272.1662.0760.8740.2073909611.9973978.754296.7611201203191.86451.80598.1172.02608.40515467801453.2240666000001454.55120.7126830000099881000003320.411018006.1734.0822.4762.2680.2171479196279.764618381816603.5891778.072164.237831.73191.268032.8211.8971194601382110.29527932786641.1564337.602991.0110802.43311.6911441.2316.3937739049523.543910301011535.1131063.031270.594680.82122.864790.977.082021359226.29120.45143.42213136.2657.373524421354.4333.6725.7925.7012.357732200000980883333248757166674241222938251.6881.5380.8090.12813585273.78162.28177.49181949.9864.003711370764.3341.2230.8628.7914.8182432857141041633333262866142864420703051881.6531.5310.6840.1119428347.75336.60235.321604199.3386.452999294483.2084.6581.0937.1237.946125428571779100000186538000003349602304632.1881.7400.9210.115OpenBenchmarking.org

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: OpenCLGTX 1660 SUPERRTX 2060RTX 3060RX 6500 XTRX 6700 XTRX 6600Intel Arc A380Intel Arc A750Intel Arc A7705K10K15K20K25KSE +/- 27.44, N = 3SE +/- 58.34, N = 3SE +/- 48.14, N = 3SE +/- 6.69, N = 3SE +/- 146.89, N = 3SE +/- 29.31, N = 3SE +/- 118.76, N = 4SE +/- 95.50, N = 39428135852135973901946014791390910101132201. (CXX) g++ options: -flto -pthread

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Barbershop - Compute: NVIDIA CUDAGTX 1660 SUPERRTX 2060RTX 306080160240320400SE +/- 0.01, N = 3SE +/- 0.29, N = 3SE +/- 0.09, N = 3347.75273.78226.29

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Barbershop - Compute: NVIDIA OptiXGTX 1660 SUPERRTX 2060RTX 306070140210280350SE +/- 0.16, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3336.60162.28120.45

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Barbershop - Compute: Intel oneAPIIntel Arc A380Intel Arc A750Intel Arc A770130260390520650SE +/- 0.37, N = 3SE +/- 0.06, N = 3611.99198.81191.34

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Pabellon Barcelona - Compute: NVIDIA CUDAGTX 1660 SUPERRTX 2060RTX 306050100150200250SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3235.32177.49143.42

FluidX3D

FluidX3D is a speedy and memory efficient Boltzmann CFD (Computational Fluid Dynamics) software package implemented using OpenCL and intended for GPU acceleration. FluidX3D is developed by Moritz Lehmann and written free for non-commercial use. This is a test profile measuring the system OpenCL performance using the FluidX3D benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMLUPs/s, More Is BetterFluidX3D 2.3Test: FP32-FP32GTX 1660 SUPERRTX 2060RTX 3060RX 6500 XTRX 6700 XTRX 6600Intel Arc A380Intel Arc A750Intel Arc A7706001200180024003000SE +/- 0.00, N = 3SE +/- 1.20, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 4.84, N = 3SE +/- 0.33, N = 3SE +/- 2.03, N = 3SE +/- 2.52, N = 3160418192131495138296273925122623

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: S3DRX 6500 XTRX 6700 XTRX 6600Intel Arc A380Intel Arc A750Intel Arc A77050100150200250SE +/- 0.95, N = 15SE +/- 0.83, N = 11SE +/- 0.18, N = 3SE +/- 0.42, N = 3SE +/- 0.40, N = 323.54110.3079.7678.75209.94225.911. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXGTX 1660 SUPERRTX 2060RTX 30604080120160200SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3199.3349.9836.26

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Pabellon Barcelona - Compute: Intel oneAPIIntel Arc A380Intel Arc A750Intel Arc A77060120180240300SE +/- 0.02, N = 3SE +/- 0.07, N = 3296.7685.1882.77

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Fishy Cat - Compute: NVIDIA CUDAGTX 1660 SUPERRTX 2060RTX 306020406080100SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 386.4564.0057.37

FluidX3D

FluidX3D is a speedy and memory efficient Boltzmann CFD (Computational Fluid Dynamics) software package implemented using OpenCL and intended for GPU acceleration. FluidX3D is developed by Moritz Lehmann and written free for non-commercial use. This is a test profile measuring the system OpenCL performance using the FluidX3D benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMLUPs/s, More Is BetterFluidX3D 2.3Test: FP32-FP16CGTX 1660 SUPERRTX 2060RTX 3060RX 6500 XTRX 6700 XTRX 6600Intel Arc A380Intel Arc A750Intel Arc A7709001800270036004500SE +/- 15.01, N = 3SE +/- 0.67, N = 3SE +/- 3.33, N = 3SE +/- 0.88, N = 3SE +/- 2.03, N = 3SE +/- 2.19, N = 3SE +/- 2.03, N = 3SE +/- 0.88, N = 3299937113524103027931838112039664214

OpenBenchmarking.orgMLUPs/s, More Is BetterFluidX3D 2.3Test: FP32-FP16SGTX 1660 SUPERRTX 2060RTX 3060RX 6500 XTRX 6700 XTRX 6600Intel Arc A380Intel Arc A750Intel Arc A7709001800270036004500SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 0.58, N = 3SE +/- 6.36, N = 3SE +/- 0.88, N = 3SE +/- 9.94, N = 3SE +/- 2.96, N = 3294437074213101127861816120339634348

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: NVIDIA CUDAGTX 1660 SUPERRTX 2060RTX 306020406080100SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 383.2064.3354.43

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: Intel oneAPIIntel Arc A380Intel Arc A750Intel Arc A7704080120160200SE +/- 0.01, N = 3SE +/- 0.03, N = 3191.8658.6056.10

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: NVIDIA OptiXGTX 1660 SUPERRTX 2060RTX 306020406080100SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 384.6541.2233.67

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Fishy Cat - Compute: NVIDIA OptiXGTX 1660 SUPERRTX 2060RTX 306020406080100SE +/- 0.24, N = 3SE +/- 0.23, N = 3SE +/- 0.25, N = 381.0930.8625.79

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Texture Read BandwidthRX 6500 XTRX 6700 XTRX 6600Intel Arc A380Intel Arc A750Intel Arc A7702004006008001000SE +/- 2.35, N = 3SE +/- 1.16, N = 4SE +/- 3.98, N = 15SE +/- 0.24, N = 3SE +/- 1.38, N = 3535.11641.16603.59451.81882.98980.581. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Fishy Cat - Compute: Intel oneAPIIntel Arc A380Intel Arc A750Intel Arc A77020406080100SE +/- 0.03, N = 3SE +/- 0.03, N = 398.1131.3529.54

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: BMW27 - Compute: NVIDIA CUDAGTX 1660 SUPERRTX 2060RTX 3060918273645SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 337.1228.7925.70

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: BMW27 - Compute: NVIDIA OptiXGTX 1660 SUPERRTX 2060RTX 3060918273645SE +/- 0.18, N = 3SE +/- 0.17, N = 4SE +/- 0.12, N = 637.9414.8112.35

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: BMW27 - Compute: Intel oneAPIIntel Arc A380Intel Arc A750Intel Arc A7701632486480SE +/- 0.02, N = 3SE +/- 0.04, N = 372.0221.0620.78

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: GEMM SGEMM_NRX 6500 XTRX 6700 XTRX 6600Intel Arc A380Intel Arc A750Intel Arc A7709001800270036004500SE +/- 1.40, N = 3SE +/- 57.13, N = 15SE +/- 3.55, N = 4SE +/- 14.19, N = 9SE +/- 16.77, N = 151063.034337.601778.07608.412100.102459.871. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Max SP FlopsIntel Arc A380Intel Arc A750Intel Arc A770800K1600K2400K3200K4000KSE +/- 87205.31, N = 15SE +/- 29520.59, N = 6154678075876535749071. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGIOPS, More Is Betterclpeak 1.1.2OpenCL Test: Integer ComputeRX 6500 XTRX 6700 XTRX 6600Intel Arc A380Intel Arc A750Intel Arc A77010002000300040005000SE +/- 3.85, N = 3SE +/- 3.08, N = 7SE +/- 6.13, N = 7SE +/- 1.75, N = 3SE +/- 7.85, N = 31270.592991.012164.231453.223914.624442.401. (CXX) g++ options: -O3

Hashcat

Hashcat is an open-source, advanced password recovery tool supporting GPU acceleration with OpenCL, NVIDIA CUDA, and Radeon ROCm. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA1GTX 1660 SUPERRTX 2060RTX 3060Intel Arc A380Intel Arc A750Intel Arc A7703000M6000M9000M12000M15000MSE +/- 5874347.55, N = 7SE +/- 16544937.78, N = 7SE +/- 5138612.00, N = 6SE +/- 1699297.24, N = 6SE +/- 10398667.12, N = 661254285718243285714773220000040666000001338011666715178616667

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGIOPS, More Is Betterclpeak 1.1.2OpenCL Test: Integer 24-bit ComputeRX 6500 XTRX 6700 XTRX 6600Intel Arc A380Intel Arc A750Intel Arc A7702K4K6K8K10KSE +/- 11.19, N = 3SE +/- 16.15, N = 7SE +/- 14.90, N = 7SE +/- 1.12, N = 3SE +/- 3.59, N = 34680.8210802.437831.731454.553911.914435.601. (CXX) g++ options: -O3

OpenBenchmarking.orgGBPS, More Is Betterclpeak 1.1.2OpenCL Test: Global Memory BandwidthRX 6500 XTRX 6700 XTRX 6600Intel Arc A380Intel Arc A750Intel Arc A77090180270360450SE +/- 0.31, N = 3SE +/- 0.82, N = 5SE +/- 0.57, N = 5SE +/- 0.20, N = 8SE +/- 0.09, N = 8122.86311.69191.26120.71396.57397.261. (CXX) g++ options: -O3

Hashcat

Hashcat is an open-source, advanced password recovery tool supporting GPU acceleration with OpenCL, NVIDIA CUDA, and Radeon ROCm. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA-512GTX 1660 SUPERRTX 2060RTX 3060Intel Arc A380Intel Arc A750Intel Arc A770200M400M600M800M1000MSE +/- 587164.29, N = 7SE +/- 1639037.66, N = 6SE +/- 521163.23, N = 6SE +/- 930859.82, N = 6SE +/- 611782.46, N = 67791000001041633333980883333268300000863450000973616667

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: MD5GTX 1660 SUPERRTX 2060RTX 3060Intel Arc A380Intel Arc A750Intel Arc A7707000M14000M21000M28000M35000MSE +/- 25475412.98, N = 7SE +/- 41546522.57, N = 7SE +/- 20678175.56, N = 6SE +/- 6369794.17, N = 6SE +/- 13663123.52, N = 618653800000262866142862487571666799881000002952321666733450983333

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is Betterclpeak 1.1.2OpenCL Test: Single-Precision ComputeRX 6500 XTRX 6700 XTRX 6600Intel Arc A380Intel Arc A750Intel Arc A7703K6K9K12K15KSE +/- 48.42, N = 3SE +/- 41.68, N = 7SE +/- 27.15, N = 7SE +/- 4.43, N = 3SE +/- 2.82, N = 34790.9711441.238032.823320.4111381.5713007.221. (CXX) g++ options: -O3

Hashcat

Hashcat is an open-source, advanced password recovery tool supporting GPU acceleration with OpenCL, NVIDIA CUDA, and Radeon ROCm. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: 7-ZipGTX 1660 SUPERRTX 2060RTX 3060Intel Arc A750Intel Arc A77090K180K270K360K450KSE +/- 191.02, N = 10SE +/- 232.40, N = 10SE +/- 340.66, N = 9SE +/- 302.77, N = 4SE +/- 311.92, N = 4334960442070424122246900247925

Benchmark: 7-Zip

Intel Arc A380: The test run did not produce a result.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: TrueCrypt RIPEMD160 + XTSGTX 1660 SUPERRTX 2060RTX 3060Intel Arc A380Intel Arc A750Intel Arc A77080K160K240K320K400KSE +/- 706.33, N = 8SE +/- 413.36, N = 8SE +/- 786.89, N = 8SE +/- 722.21, N = 8SE +/- 819.84, N = 8230463305188293825101800313688357100

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: MD5 HashRX 6500 XTRX 6700 XTRX 6600Intel Arc A380Intel Arc A750Intel Arc A770612182430SE +/- 0.0003, N = 3SE +/- 0.0023, N = 4SE +/- 0.0013, N = 4SE +/- 0.0060, N = 15SE +/- 0.0113, N = 157.082016.393711.89716.173021.162724.17841. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.2.1Test: Boat - Acceleration: OpenCLGTX 1660 SUPERRTX 2060RTX 3060Intel Arc A380Intel Arc A750Intel Arc A7700.91851.8372.75553.6744.5925SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.002, N = 10SE +/- 0.003, N = 9SE +/- 0.003, N = 92.1881.6531.6884.0822.1661.858

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.2.1Test: Masskrug - Acceleration: OpenCLGTX 1660 SUPERRTX 2060RTX 3060Intel Arc A380Intel Arc A750Intel Arc A7700.55711.11421.67132.22842.7855SE +/- 0.004, N = 10SE +/- 0.005, N = 10SE +/- 0.004, N = 10SE +/- 0.003, N = 10SE +/- 0.005, N = 111.7401.5311.5382.4762.0761.448

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.2.1Test: Server Room - Acceleration: OpenCLGTX 1660 SUPERRTX 2060RTX 3060Intel Arc A380Intel Arc A750Intel Arc A7700.51031.02061.53092.04122.5515SE +/- 0.003, N = 11SE +/- 0.001, N = 12SE +/- 0.001, N = 11SE +/- 0.001, N = 11SE +/- 0.001, N = 120.9210.6840.8092.2680.8740.779

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.2.1Test: Server Rack - Acceleration: OpenCLGTX 1660 SUPERRTX 2060RTX 3060Intel Arc A380Intel Arc A750Intel Arc A7700.04880.09760.14640.19520.244SE +/- 0.000, N = 14SE +/- 0.000, N = 14SE +/- 0.000, N = 14SE +/- 0.000, N = 14SE +/- 0.000, N = 140.1150.1110.1280.2170.2070.101

GPU Power Consumption Monitor

OpenBenchmarking.orgWattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringGTX 1660 SUPERRTX 2060RTX 3060RX 6700 XTRX 6600Intel Arc A380Intel Arc A750Intel Arc A7704080120160200Min: 11.89 / Avg: 95.81 / Max: 128.25Min: 9.5 / Avg: 106.46 / Max: 165.25Min: 17.27 / Avg: 101.02 / Max: 174.59Min: 4 / Avg: 66.55 / Max: 188Min: 3 / Avg: 38.83 / Max: 100Min: 16.5 / Avg: 39.59 / Max: 60.1Min: 34.8 / Avg: 108.15 / Max: 192.8Min: 33.9 / Avg: 117.73 / Max: 193