OpenCL Intel Arc Graphics Comparison

Tests for a future article by Michale Larabel.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2303110-PTS-INTELOPE63
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Identifier
Performance Per
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  Test
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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 A380Intel Arc A750Intel Arc A770GTX 1660 SUPERRTX 2060RTX 3060RX 6500 XTRX 6600RX 6700 XTAMD 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 A380 DG2 6GB (2450MHz)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 A770 DG2 16GB (2400MHz)eVGA NVIDIA GeForce GTX 1660 SUPER 6GBNVIDIA TU116 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 RTX 3060 12GBNVIDIA GA106 HD Audio2 x 16 GB DDR5-6000MT/s F5-6000J3038F16GSapphire AMD Radeon RX 6500 XT 4GB (2975/1124MHz)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)Gigabyte AMD Radeon RX 6600 8GB (2750/875MHz)AMD Radeon RX 6700 XT 12GB (2855/1000MHz)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- 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 - 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 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 - 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 - 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 - 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 - 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 - 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 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- GTX 1660 SUPER: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 90.16.42.00.86- RTX 2060: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 90.06.2e.00.05- RTX 3060: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 94.06.14.40.46- RX 6500 XT: BAR1 / Visible vRAM Size: 4080 MB - vBIOS Version: 113-D6320100-S06- 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-D5121100-101OpenCL Details- GTX 1660 SUPER: GPU Compute Cores: 1408- RTX 2060: GPU Compute Cores: 1920- RTX 3060: GPU Compute Cores: 3584

Intel Arc A380Intel Arc A750Intel Arc A770GTX 1660 SUPERRTX 2060RTX 3060RX 6500 XTRX 6600RX 6700 XTResult 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 A380Intel Arc A750Intel Arc A770GTX 1660 SUPERRTX 2060RTX 3060RX 6500 XTRX 6600RX 6700 XT3909611.9973978.754296.7611201203191.86451.80598.1172.02608.40515467801453.2240666000001454.55120.7126830000099881000003320.411018006.1734.0822.4762.2680.21710101198.812512209.93885.183966396358.60882.97831.3521.062100.107587653914.62133801166673911.91396.578634500002952321666711381.5724690031368821.16272.1662.0760.8740.20713220191.342623225.91182.774214434856.1980.57929.5420.782459.8735749074442.40151786166674435.60397.269736166673345098333313007.2224792535710024.17841.8581.4480.7790.1019428347.75336.60235.321604199.3386.452999294483.2084.6581.0937.1237.946125428571779100000186538000003349602304632.1881.7400.9210.11513585273.78162.28177.49181949.9864.003711370764.3341.2230.8628.7914.8182432857141041633333262866142864420703051881.6531.5310.6840.11121359226.29120.45143.42213136.2657.373524421354.4333.6725.7925.7012.357732200000980883333248757166674241222938251.6881.5380.8090.128739049523.543910301011535.1131063.031270.594680.82122.864790.977.08201479196279.764618381816603.5891778.072164.237831.73191.268032.8211.8971194601382110.29527932786641.1564337.602991.0110802.43311.6911441.2316.3937OpenBenchmarking.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: OpenCLRTX 3060RX 6700 XTRX 6600RTX 2060Intel Arc A770Intel Arc A750GTX 1660 SUPERRX 6500 XTIntel Arc A3805K10K15K20K25KSE +/- 48.14, N = 3SE +/- 146.89, N = 3SE +/- 29.31, N = 3SE +/- 58.34, N = 3SE +/- 95.50, N = 3SE +/- 118.76, N = 4SE +/- 27.44, N = 3SE +/- 6.69, N = 32135919460147911358513220101019428739039091. (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 CUDARTX 3060RTX 2060GTX 1660 SUPER80160240320400SE +/- 0.09, N = 3SE +/- 0.29, N = 3SE +/- 0.01, N = 3226.29273.78347.75

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Barbershop - Compute: NVIDIA OptiXRTX 3060RTX 2060GTX 1660 SUPER70140210280350SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.16, N = 3120.45162.28336.60

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Barbershop - Compute: Intel oneAPIIntel Arc A770Intel Arc A750Intel Arc A380130260390520650SE +/- 0.06, N = 3SE +/- 0.37, N = 3191.34198.81611.99

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Pabellon Barcelona - Compute: NVIDIA CUDARTX 3060RTX 2060GTX 1660 SUPER50100150200250SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3143.42177.49235.32

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-FP32Intel Arc A770Intel Arc A750RTX 3060RTX 2060GTX 1660 SUPERRX 6700 XTRX 6600Intel Arc A380RX 6500 XT6001200180024003000SE +/- 2.52, N = 3SE +/- 2.03, N = 3SE +/- 0.00, N = 3SE +/- 1.20, N = 3SE +/- 0.00, N = 3SE +/- 4.84, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3262325122131181916041382962739495

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: S3DIntel Arc A770Intel Arc A750RX 6700 XTRX 6600Intel Arc A380RX 6500 XT50100150200250SE +/- 0.40, N = 3SE +/- 0.42, N = 3SE +/- 0.83, N = 11SE +/- 0.18, N = 3SE +/- 0.95, N = 15225.91209.94110.3079.7678.7523.541. (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 OptiXRTX 3060RTX 2060GTX 1660 SUPER4080120160200SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 336.2649.98199.33

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Pabellon Barcelona - Compute: Intel oneAPIIntel Arc A770Intel Arc A750Intel Arc A38060120180240300SE +/- 0.07, N = 3SE +/- 0.02, N = 382.7785.18296.76

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Fishy Cat - Compute: NVIDIA CUDARTX 3060RTX 2060GTX 1660 SUPER20406080100SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 357.3764.0086.45

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-FP16CIntel Arc A770Intel Arc A750RTX 2060RTX 3060GTX 1660 SUPERRX 6700 XTRX 6600Intel Arc A380RX 6500 XT9001800270036004500SE +/- 0.88, N = 3SE +/- 2.03, N = 3SE +/- 0.67, N = 3SE +/- 3.33, N = 3SE +/- 15.01, N = 3SE +/- 2.03, N = 3SE +/- 2.19, N = 3SE +/- 0.88, N = 3421439663711352429992793183811201030

OpenBenchmarking.orgMLUPs/s, More Is BetterFluidX3D 2.3Test: FP32-FP16SIntel Arc A770RTX 3060Intel Arc A750RTX 2060GTX 1660 SUPERRX 6700 XTRX 6600Intel Arc A380RX 6500 XT9001800270036004500SE +/- 2.96, N = 3SE +/- 0.88, N = 3SE +/- 9.94, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 3SE +/- 6.36, N = 3SE +/- 0.88, N = 3SE +/- 0.58, N = 3434842133963370729442786181612031011

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 CUDARTX 3060RTX 2060GTX 1660 SUPER20406080100SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 354.4364.3383.20

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: Intel oneAPIIntel Arc A770Intel Arc A750Intel Arc A3804080120160200SE +/- 0.03, N = 3SE +/- 0.01, N = 356.1058.60191.86

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: NVIDIA OptiXRTX 3060RTX 2060GTX 1660 SUPER20406080100SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 333.6741.2284.65

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 3060RTX 2060GTX 1660 SUPER20406080100SE +/- 0.25, N = 3SE +/- 0.23, N = 3SE +/- 0.24, N = 325.7930.8681.09

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 BandwidthIntel Arc A770Intel Arc A750RX 6700 XTRX 6600RX 6500 XTIntel Arc A3802004006008001000SE +/- 1.38, N = 3SE +/- 0.24, N = 3SE +/- 1.16, N = 4SE +/- 3.98, N = 15SE +/- 2.35, N = 3980.58882.98641.16603.59535.11451.811. (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 A770Intel Arc A750Intel Arc A38020406080100SE +/- 0.03, N = 3SE +/- 0.03, N = 329.5431.3598.11

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: BMW27 - Compute: NVIDIA CUDARTX 3060RTX 2060GTX 1660 SUPER918273645SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 325.7028.7937.12

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: BMW27 - Compute: NVIDIA OptiXRTX 3060RTX 2060GTX 1660 SUPER918273645SE +/- 0.12, N = 6SE +/- 0.17, N = 4SE +/- 0.18, N = 312.3514.8137.94

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: BMW27 - Compute: Intel oneAPIIntel Arc A770Intel Arc A750Intel Arc A3801632486480SE +/- 0.04, N = 3SE +/- 0.02, N = 320.7821.0672.02

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 6700 XTIntel Arc A770Intel Arc A750RX 6600RX 6500 XTIntel Arc A3809001800270036004500SE +/- 57.13, N = 15SE +/- 16.77, N = 15SE +/- 14.19, N = 9SE +/- 3.55, N = 4SE +/- 1.40, N = 34337.602459.872100.101778.071063.03608.411. (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 A770Intel Arc A380Intel Arc A750800K1600K2400K3200K4000KSE +/- 29520.59, N = 6SE +/- 87205.31, N = 15357490715467807587651. (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 ComputeIntel Arc A770Intel Arc A750RX 6700 XTRX 6600Intel Arc A380RX 6500 XT10002000300040005000SE +/- 7.85, N = 3SE +/- 1.75, N = 3SE +/- 3.08, N = 7SE +/- 6.13, N = 7SE +/- 3.85, N = 34442.403914.622991.012164.231453.221270.591. (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: SHA1Intel Arc A770Intel Arc A750RTX 2060RTX 3060GTX 1660 SUPERIntel Arc A3803000M6000M9000M12000M15000MSE +/- 10398667.12, N = 6SE +/- 1699297.24, N = 6SE +/- 16544937.78, N = 7SE +/- 5138612.00, N = 6SE +/- 5874347.55, N = 715178616667133801166678243285714773220000061254285714066600000

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 6700 XTRX 6600RX 6500 XTIntel Arc A770Intel Arc A750Intel Arc A3802K4K6K8K10KSE +/- 16.15, N = 7SE +/- 14.90, N = 7SE +/- 11.19, N = 3SE +/- 3.59, N = 3SE +/- 1.12, N = 310802.437831.734680.824435.603911.911454.551. (CXX) g++ options: -O3

OpenBenchmarking.orgGBPS, More Is Betterclpeak 1.1.2OpenCL Test: Global Memory BandwidthIntel Arc A770Intel Arc A750RX 6700 XTRX 6600RX 6500 XTIntel Arc A38090180270360450SE +/- 0.09, N = 8SE +/- 0.20, N = 8SE +/- 0.82, N = 5SE +/- 0.57, N = 5SE +/- 0.31, N = 3397.26396.57311.69191.26122.86120.711. (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-512RTX 2060RTX 3060Intel Arc A770Intel Arc A750GTX 1660 SUPERIntel Arc A380200M400M600M800M1000MSE +/- 1639037.66, N = 6SE +/- 521163.23, N = 6SE +/- 611782.46, N = 6SE +/- 930859.82, N = 6SE +/- 587164.29, N = 71041633333980883333973616667863450000779100000268300000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: MD5Intel Arc A770Intel Arc A750RTX 2060RTX 3060GTX 1660 SUPERIntel Arc A3807000M14000M21000M28000M35000MSE +/- 13663123.52, N = 6SE +/- 6369794.17, N = 6SE +/- 41546522.57, N = 7SE +/- 20678175.56, N = 6SE +/- 25475412.98, N = 733450983333295232166672628661428624875716667186538000009988100000

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 ComputeIntel Arc A770RX 6700 XTIntel Arc A750RX 6600RX 6500 XTIntel Arc A3803K6K9K12K15KSE +/- 2.82, N = 3SE +/- 41.68, N = 7SE +/- 4.43, N = 3SE +/- 27.15, N = 7SE +/- 48.42, N = 313007.2211441.2311381.578032.824790.973320.411. (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-ZipRTX 2060RTX 3060GTX 1660 SUPERIntel Arc A770Intel Arc A75090K180K270K360K450KSE +/- 232.40, N = 10SE +/- 340.66, N = 9SE +/- 191.02, N = 10SE +/- 311.92, N = 4SE +/- 302.77, N = 4442070424122334960247925246900

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 + XTSIntel Arc A770Intel Arc A750RTX 2060RTX 3060GTX 1660 SUPERIntel Arc A38080K160K240K320K400KSE +/- 819.84, N = 8SE +/- 722.21, N = 8SE +/- 413.36, N = 8SE +/- 786.89, N = 8SE +/- 706.33, N = 8357100313688305188293825230463101800

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 HashIntel Arc A770Intel Arc A750RX 6700 XTRX 6600RX 6500 XTIntel Arc A380612182430SE +/- 0.0113, N = 15SE +/- 0.0060, N = 15SE +/- 0.0023, N = 4SE +/- 0.0013, N = 4SE +/- 0.0003, N = 324.178421.162716.393711.89717.08206.17301. (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: OpenCLRTX 2060RTX 3060Intel Arc A770Intel Arc A750GTX 1660 SUPERIntel Arc A3800.91851.8372.75553.6744.5925SE +/- 0.002, N = 10SE +/- 0.002, N = 10SE +/- 0.003, N = 9SE +/- 0.003, N = 9SE +/- 0.001, N = 101.6531.6881.8582.1662.1884.082

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.2.1Test: Masskrug - Acceleration: OpenCLIntel Arc A770RTX 2060RTX 3060GTX 1660 SUPERIntel Arc A750Intel Arc A3800.55711.11421.67132.22842.7855SE +/- 0.005, N = 11SE +/- 0.005, N = 10SE +/- 0.004, N = 10SE +/- 0.004, N = 10SE +/- 0.003, N = 101.4481.5311.5381.7402.0762.476

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.2.1Test: Server Room - Acceleration: OpenCLRTX 2060Intel Arc A770RTX 3060Intel Arc A750GTX 1660 SUPERIntel Arc A3800.51031.02061.53092.04122.5515SE +/- 0.001, N = 12SE +/- 0.001, N = 12SE +/- 0.001, N = 11SE +/- 0.001, N = 11SE +/- 0.003, N = 110.6840.7790.8090.8740.9212.268

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.2.1Test: Server Rack - Acceleration: OpenCLIntel Arc A770RTX 2060GTX 1660 SUPERRTX 3060Intel Arc A750Intel Arc A3800.04880.09760.14640.19520.244SE +/- 0.000, N = 14SE +/- 0.000, N = 14SE +/- 0.000, N = 14SE +/- 0.000, N = 14SE +/- 0.000, N = 140.1010.1110.1150.1280.2070.217

GPU Power Consumption Monitor

OpenBenchmarking.orgWattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringRX 6600Intel Arc A380RX 6700 XTGTX 1660 SUPERRTX 3060RTX 2060Intel Arc A750Intel Arc A7704080120160200Min: 3 / Avg: 38.83 / Max: 100Min: 16.5 / Avg: 39.59 / Max: 60.1Min: 4 / Avg: 66.55 / Max: 188Min: 11.89 / Avg: 95.81 / Max: 128.25Min: 17.27 / Avg: 101.02 / Max: 174.59Min: 9.5 / Avg: 106.46 / Max: 165.25Min: 34.8 / Avg: 108.15 / Max: 192.8Min: 33.9 / Avg: 117.73 / Max: 193