OpenCL Intel Arc Graphics Linux

Tests for a future article.

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Intel Arc A770
March 06 2023
  1 Hour, 5 Minutes
Intel Arc A750
March 06 2023
  1 Hour, 28 Minutes
A750
March 06 2023
  1 Hour, 21 Minutes
A750 a
March 07 2023
  25 Minutes
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OpenCL Intel Arc Graphics LinuxOpenBenchmarking.orgPhoronix Test SuiteAMD 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 Arc A750 DG2 8GB (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 12.2.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLOpenCLCompilerFile-SystemScreen ResolutionOpenCL Intel Arc Graphics Linux BenchmarksSystem Logs- Transparent Huge Pages: madvise- --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 - Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa601203 - 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 affected

Intel Arc A770Intel Arc A750A750A750 aResult OverviewPhoronix Test Suite100%145%191%236%SHOC Scalable HeterOgeneous ComputingclpeakDarktableLeelaChessZeroHashcatFluidX3DBlender

Intel Arc A770Intel Arc A750A750A750 aPer Watt Result OverviewPhoronix Test Suite100%148%195%243%291%SHOC Scalable HeterOgeneous ComputingMeta Performance Per WattsclpeakLeelaChessZeroHashcatFluidX3DP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.M

OpenCL Intel Arc Graphics Linuxblender: BMW27 - Intel oneAPIblender: Classroom - Intel oneAPIblender: Fishy Cat - Intel oneAPIblender: Pabellon Barcelona - Intel oneAPIblender: Barbershop - Intel oneAPIclpeak: Global Memory Bandwidthclpeak: Single-Precision Computeclpeak: Integer Computeclpeak: Integer 24-bit Computeclpeak: Transfer Bandwidth enqueueWriteBufferclpeak: Transfer Bandwidth enqueueReadBufferclpeak: Kernel Latencydarktable: Boat - OpenCLdarktable: Masskrug - OpenCLdarktable: Server Room - OpenCLdarktable: Server Rack - OpenCLfluidx3d: FP32-FP32fluidx3d: FP32-FP16Sfluidx3d: FP32-FP16Chashcat: MD5hashcat: SHA1hashcat: SHA-512hashcat: 7-Ziphashcat: TrueCrypt RIPEMD160 + XTSlczero: OpenCLshoc: OpenCL - Bus Speed Downloadshoc: OpenCL - Bus Speed Readbackshoc: OpenCL - Max SP Flopsshoc: OpenCL - Texture Read Bandwidthshoc: OpenCL - GEMM SGEMM_Nshoc: OpenCL - MD5 Hashshoc: OpenCL - Reductionshoc: OpenCL - Triadshoc: OpenCL - S3DIntel Arc A770Intel Arc A750A750A750 a20.7856.129.5482.77191.34397.2613007.224442.404435.6017.205.6935.701.8581.4480.7790.10126234348421433450983333151786166679736166672479253571001322022.957922.48543574907980.5792459.8724.1784150.54920.0746225.91121.0658.6031.3585.18198.81396.5711381.573914.623911.912.802.4096.672.1662.0760.8740.2072512396339662952321666713380116667863450000246900313688101012.96602.8436758765882.9782100.1021.162778.50842.9169209.93821.0158.7931.3785.23198.77396.9711380.273915.943913.572.812.487.712.1662.0790.8700.2082507397739582953308333313395683333863333333247800313350100182.96602.8436739195883.2462080.0821.155478.52042.9163210.22521.0458.6731.3385.21199.82397.1211380.683918.253915.092.832.498.132.1712.0710.8690.2062506396339742953300000013375900000866600000247900311900101502.9662.8436413811883.182117.7521.16878.55362.92210.247OpenBenchmarking.org

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: BMW27 - Compute: Intel oneAPIIntel Arc A770Intel Arc A750A750A750 a510152025SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 320.7821.0621.0121.04

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: Intel oneAPIIntel Arc A770Intel Arc A750A750A750 a1326395265SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 356.1058.6058.7958.67

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Fishy Cat - Compute: Intel oneAPIIntel Arc A770Intel Arc A750A750A750 a714212835SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 329.5431.3531.3731.33

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Pabellon Barcelona - Compute: Intel oneAPIIntel Arc A770Intel Arc A750A750A750 a20406080100SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 382.7785.1885.2385.21

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Barbershop - Compute: Intel oneAPIIntel Arc A770Intel Arc A750A750A750 a4080120160200SE +/- 0.06, N = 3SE +/- 0.37, N = 3SE +/- 0.44, N = 3191.34198.81198.77199.82

clpeak

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

OpenBenchmarking.orgGBPS, More Is Betterclpeak 1.1.2OpenCL Test: Global Memory BandwidthIntel Arc A770Intel Arc A750A750A750 a90180270360450SE +/- 0.09, N = 8SE +/- 0.20, N = 8SE +/- 0.11, N = 8397.26396.57396.97397.121. (CXX) g++ options: -O3

OpenBenchmarking.orgGFLOPS, More Is Betterclpeak 1.1.2OpenCL Test: Single-Precision ComputeIntel Arc A770Intel Arc A750A750A750 a3K6K9K12K15KSE +/- 2.82, N = 3SE +/- 4.43, N = 3SE +/- 4.71, N = 313007.2211381.5711380.2711380.681. (CXX) g++ options: -O3

OpenBenchmarking.orgGIOPS, More Is Betterclpeak 1.1.2OpenCL Test: Integer ComputeIntel Arc A770Intel Arc A750A750A750 a10002000300040005000SE +/- 7.85, N = 3SE +/- 1.75, N = 3SE +/- 1.73, N = 34442.403914.623915.943918.251. (CXX) g++ options: -O3

OpenBenchmarking.orgGIOPS, More Is Betterclpeak 1.1.2OpenCL Test: Integer 24-bit ComputeIntel Arc A770Intel Arc A750A750A750 a10002000300040005000SE +/- 3.59, N = 3SE +/- 1.12, N = 3SE +/- 0.67, N = 34435.603911.913913.573915.091. (CXX) g++ options: -O3

OpenBenchmarking.orgGBPS, More Is Betterclpeak 1.1.2OpenCL Test: Transfer Bandwidth enqueueWriteBufferIntel Arc A770Intel Arc A750A750A750 a48121620SE +/- 0.16, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 317.202.802.812.831. (CXX) g++ options: -O3

OpenBenchmarking.orgGBPS, More Is Betterclpeak 1.1.2OpenCL Test: Transfer Bandwidth enqueueReadBufferIntel Arc A770Intel Arc A750A750A750 a1.28032.56063.84095.12126.4015SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 35.692.402.402.401. (CXX) g++ options: -O3

OpenBenchmarking.orgus, Fewer Is Betterclpeak 1.1.2OpenCL Test: Kernel LatencyIntel Arc A770Intel Arc A750A750A750 a20406080100SE +/- 0.23, N = 10SE +/- 1.08, N = 15SE +/- 5.58, N = 1535.7096.6787.7198.131. (CXX) g++ options: -O3

Darktable

MinAvgMaxIntel Arc A77034.657.1149.1OpenBenchmarking.orgWatts, Fewer Is BetterDarktableGPU Power Consumption Monitor4080120160200

MinAvgMaxIntel Arc A77035.040.559.1OpenBenchmarking.orgWatts, Fewer Is BetterDarktableGPU Power Consumption Monitor1632486480

MinAvgMaxIntel Arc A77034.042.975.1OpenBenchmarking.orgWatts, Fewer Is BetterDarktableGPU Power Consumption Monitor20406080100

MinAvgMaxIntel Arc A77033.936.442.9OpenBenchmarking.orgWatts, Fewer Is BetterDarktableGPU Power Consumption Monitor1224364860

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.2.1Test: Boat - Acceleration: OpenCLIntel Arc A770Intel Arc A750A750A750 a0.48850.9771.46551.9542.4425SE +/- 0.003, N = 9SE +/- 0.003, N = 9SE +/- 0.002, N = 101.8582.1662.1662.171

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.2.1Test: Masskrug - Acceleration: OpenCLIntel Arc A770Intel Arc A750A750A750 a0.46780.93561.40341.87122.339SE +/- 0.005, N = 11SE +/- 0.003, N = 10SE +/- 0.002, N = 101.4482.0762.0792.071

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.2.1Test: Server Room - Acceleration: OpenCLIntel Arc A770Intel Arc A750A750A750 a0.19670.39340.59010.78680.9835SE +/- 0.001, N = 12SE +/- 0.001, N = 11SE +/- 0.001, N = 110.7790.8740.8700.869

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.2.1Test: Server Rack - Acceleration: OpenCLIntel Arc A770Intel Arc A750A750A750 a0.04680.09360.14040.18720.234SE +/- 0.000, N = 14SE +/- 0.000, N = 14SE +/- 0.000, N = 140.1010.2070.2080.206

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 A750A750A750 a6001200180024003000SE +/- 2.52, N = 3SE +/- 2.03, N = 3SE +/- 0.33, N = 32623251225072506

OpenBenchmarking.orgMLUPs/s, More Is BetterFluidX3D 2.3Test: FP32-FP16SIntel Arc A770Intel Arc A750A750A750 a9001800270036004500SE +/- 2.96, N = 3SE +/- 9.94, N = 3SE +/- 4.67, N = 34348396339773963

OpenBenchmarking.orgMLUPs/s, More Is BetterFluidX3D 2.3Test: FP32-FP16CIntel Arc A770Intel Arc A750A750A750 a9001800270036004500SE +/- 0.88, N = 3SE +/- 2.03, N = 3SE +/- 14.10, N = 34214396639583974

GPU Power Consumption Monitor

OpenBenchmarking.orgWattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringIntel Arc A770Intel Arc A750A750A750 a4080120160200Min: 33.9 / Avg: 117.73 / Max: 193Min: 34.8 / Avg: 108.15 / Max: 192.8Min: 35.6 / Avg: 107.79 / Max: 191.7Min: 35.6 / Avg: 102.99 / Max: 191.1

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: MD5Intel Arc A770Intel Arc A750A750A750 a7000M14000M21000M28000M35000MSE +/- 13663123.52, N = 6SE +/- 6369794.17, N = 6SE +/- 6768033.52, N = 633450983333295232166672953308333329533000000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA1Intel Arc A770Intel Arc A750A750A750 a3000M6000M9000M12000M15000MSE +/- 10398667.12, N = 6SE +/- 1699297.24, N = 6SE +/- 11896089.46, N = 615178616667133801166671339568333313375900000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA-512Intel Arc A770Intel Arc A750A750A750 a200M400M600M800M1000MSE +/- 611782.46, N = 6SE +/- 930859.82, N = 6SE +/- 480740.17, N = 6973616667863450000863333333866600000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: 7-ZipIntel Arc A770Intel Arc A750A750A750 a50K100K150K200K250KSE +/- 311.92, N = 4SE +/- 302.77, N = 4SE +/- 279.88, N = 4247925246900247800247900

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: TrueCrypt RIPEMD160 + XTSIntel Arc A770Intel Arc A750A750A750 a80K160K240K320K400KSE +/- 819.84, N = 8SE +/- 722.21, N = 8SE +/- 661.71, N = 8357100313688313350311900

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: OpenCLIntel Arc A770Intel Arc A750A750A750 a3K6K9K12K15KSE +/- 95.50, N = 3SE +/- 118.76, N = 4SE +/- 84.24, N = 3132201010110018101501. (CXX) g++ options: -flto -pthread

Meta Performance Per Watts

OpenBenchmarking.orgPerformance Per Watts, More Is BetterMeta Performance Per WattsPerformance Per WattsIntel Arc A770Intel Arc A750A750A750 a2K4K6K8K10K8502.244998.164991.084880.00

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: Bus Speed DownloadIntel Arc A770Intel Arc A750A750A750 a612182430SE +/- 0.0026, N = 14SE +/- 0.0001, N = 8SE +/- 0.0001, N = 822.95792.96602.96602.96601. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Bus Speed ReadbackIntel Arc A770Intel Arc A750A750A750 a510152025SE +/- 0.0004, N = 13SE +/- 0.0000, N = 8SE +/- 0.0000, N = 822.48542.84362.84362.84361. (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 A750A750A750 a800K1600K2400K3200K4000KSE +/- 29520.59, N = 6SE +/- 87205.31, N = 15SE +/- 76348.87, N = 1235749077587657391954138111. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Texture Read BandwidthIntel Arc A770Intel Arc A750A750A750 a2004006008001000SE +/- 1.38, N = 3SE +/- 0.24, N = 3SE +/- 0.18, N = 3980.58882.98883.25883.181. (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: GEMM SGEMM_NIntel Arc A770Intel Arc A750A750A750 a5001000150020002500SE +/- 16.77, N = 15SE +/- 14.19, N = 9SE +/- 14.93, N = 122459.872100.102080.082117.751. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: MD5 HashIntel Arc A770Intel Arc A750A750A750 a612182430SE +/- 0.01, N = 15SE +/- 0.01, N = 15SE +/- 0.01, N = 1524.1821.1621.1621.171. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: ReductionIntel Arc A770Intel Arc A750A750A750 a306090120150SE +/- 0.15, N = 12SE +/- 0.03, N = 10SE +/- 0.02, N = 10150.5578.5178.5278.551. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: TriadIntel Arc A770Intel Arc A750A750A750 a510152025SE +/- 0.0106, N = 12SE +/- 0.0004, N = 10SE +/- 0.0011, N = 1020.07462.91692.91632.92001. (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: S3DIntel Arc A770Intel Arc A750A750A750 a50100150200250SE +/- 0.40, N = 3SE +/- 0.42, N = 3SE +/- 0.43, N = 3225.91209.94210.23210.251. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi