Intel Arc Graphics vs. NVIDIA Linux Compute - October 2023

Benchmarks by Michael Larabel for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2310268-NE-COMPUTEAR41&rdt&grr.

Intel Arc Graphics vs. NVIDIA Linux Compute - October 2023ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorOSKernelDesktopDisplay ServerOpenGLOpenCLCompilerFile-SystemScreen ResolutionDisplay DriverArc A770Arc A750Arc A380Arc A580RTX 4060RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 3080Intel Core i9-13900K @ 5.50GHz (24 Cores / 32 Threads)ASUS PRIME Z790-P WIFI (0812 BIOS)Intel Device 7a2732GBWestern Digital WD_BLACK SN850X 4000GB + Western Digital WD_BLACK SN850X 1000GBIntel Arc A770 DG2 16GB (2400MHz)Realtek ALC897ASUS VP28UUbuntu 23.106.6.0-060600rc5-generic (x86_64)GNOME Shell 45.0X Server + Wayland4.6 Mesa 23.3~git2310140600.29e2e9~oibaf~m (git-29e2e92 2023-10-14 mantic-oibaf-ppa)OpenCL 3.0GCC 13.2.0ext41920x1080Intel Arc A750 DG2 8GB (2400MHz)Intel Arc A380 DG2 6GB (2450MHz)Intel Arc A580 DG2 8GB (2400MHz)MSI NVIDIA GeForce RTX 4060 8GBX Server 1.21.1.7NVIDIA 545.23.064.6.0OpenCL 3.0 CUDA 12.3.68NVIDIA GeForce RTX 3070 8GBNVIDIA GeForce RTX 3070 Ti 8GBeVGA NVIDIA GeForce RTX 3060 12GBNVIDIA GeForce RTX 3060 Ti 8GBNVIDIA GeForce RTX 3080 10GBOpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --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-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-XYspKM/gcc-13-13.2.0/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-build-config=bootstrap-lto-lean --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: intel_pstate performance (EPP: performance) - CPU Microcode: 0x119 - Thermald 2.5.4Python Details- Python 3.11.6Security Details- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: 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 Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected Graphics Details- RTX 4060: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 95.07.31.00.e3- RTX 3070: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 94.04.25.00.2b- RTX 3070 Ti: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 94.04.5b.00.02- RTX 3060: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 94.06.14.40.46- RTX 3060 Ti: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 94.04.25.00.2c- RTX 3080: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 94.02.20.00.07OpenCL Details- RTX 4060: GPU Compute Cores: 3072- RTX 3070: GPU Compute Cores: 5888- RTX 3070 Ti: GPU Compute Cores: 6144- RTX 3060: GPU Compute Cores: 3584- RTX 3060 Ti: GPU Compute Cores: 4864- RTX 3080: GPU Compute Cores: 8704

Intel Arc Graphics vs. NVIDIA Linux Compute - October 2023fluidx3d: FP32-FP32shoc: OpenCL - Texture Read Bandwidthfluidx3d: FP32-FP16Cfluidx3d: FP32-FP16Sshoc: OpenCL - S3Dvkresample: 2x - Singlehashcat: MD5hashcat: SHA-512hashcat: TrueCrypt RIPEMD160 + XTSclpeak: Integer Computeclpeak: Integer 24-bit Computeclpeak: Global Memory Bandwidthclpeak: Single-Precision Computeshoc: OpenCL - FFT SPshoc: OpenCL - Triadshoc: OpenCL - MD5 Hashshoc: OpenCL - Bus Speed Readbackshoc: OpenCL - Bus Speed DownloadArc A770Arc A750Arc A380Arc A580RTX 4060RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 30802616983.09342714422226.19017.3183515513333310784000003837575530.715519.11397.6213008.681219.9120.021926.088222.437423.47002470766.31439524212225.25419.173300868333339003833333127674833.884834.19396.8011371.111192.0420.505022.336022.392223.2452622454.7451115109778.370162.113100888833332845000001010251484.661484.04120.433315.82422.11210.47206.437811.234211.77172532731.21734833882214.64720.611261869333337978166672815834065.044068.45387.879748.261170.3719.991018.542422.424123.452916311790.4031583085156.10532.5372997046666712179333333657677559.917587.93238.3914783.09722.94212.343418.924913.192812.837126282124.5350275191219.88020.22941589700000164761666749496310067.0510095.67390.4419674.251135.7323.380725.331126.343224.000735152076.6159216837286.62715.81242332871429165923333349878810643.4410700.73529.7920722.731509.2423.748926.226326.342724.016721411270.5735434143172.71326.320247977000009776166672906206311.446336.87315.0512309.21886.87223.115615.105326.344724.026726162107.3746665116212.44221.0913465095714313553833334021387798.688000.27379.9915298.761123.7523.401821.196426.337323.998741822205.2877588226339.34712.76158402900000230095000067628814227.5514210.91638.2227261.611919.3323.919636.515726.341824.0222OpenBenchmarking.org

FluidX3D

Test: FP32-FP32

OpenBenchmarking.orgMLUPs/s, More Is BetterFluidX3D 2.9Test: FP32-FP32Arc A770Arc A750Arc A380Arc A580RTX 4060RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 30809001800270036004500SE +/- 5.57, N = 3SE +/- 8.02, N = 3SE +/- 0.00, N = 3SE +/- 2.73, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 1.45, N = 3SE +/- 2.52, N = 3261624706222532163126283515214126164182

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Texture Read Bandwidth

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Texture Read BandwidthArc A770Arc A750Arc A380Arc A580RTX 4060RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 30805001000150020002500SE +/- 1.66, N = 3SE +/- 21.20, N = 15SE +/- 2.94, N = 3SE +/- 0.06, N = 3SE +/- 2.12, N = 3SE +/- 4.90, N = 4SE +/- 5.97, N = 4SE +/- 2.22, N = 4SE +/- 3.45, N = 4SE +/- 4.76, N = 3983.09766.31454.75731.221790.402124.532076.611270.572107.372205.281. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

FluidX3D

Test: FP32-FP16C

OpenBenchmarking.orgMLUPs/s, More Is BetterFluidX3D 2.9Test: FP32-FP16CArc A770Arc A750Arc A380Arc A580RTX 4060RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 308017003400510068008500SE +/- 45.67, N = 3SE +/- 14.29, N = 3SE +/- 0.33, N = 3SE +/- 20.04, N = 3SE +/- 0.67, N = 3SE +/- 1.00, N = 3SE +/- 3.53, N = 3SE +/- 2.73, N = 3SE +/- 7.51, N = 3SE +/- 7.80, N = 34271395211153483315850275921354346667758

FluidX3D

Test: FP32-FP16S

OpenBenchmarking.orgMLUPs/s, More Is BetterFluidX3D 2.9Test: FP32-FP16SArc A770Arc A750Arc A380Arc A580RTX 4060RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 30802K4K6K8K10KSE +/- 30.66, N = 3SE +/- 0.88, N = 3SE +/- 10.37, N = 3SE +/- 8.41, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 2.33, N = 3SE +/- 3.06, N = 34422421210973882308551916837414351168226

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: S3D

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: S3DArc A770Arc A750Arc A380Arc A580RTX 4060RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 308070140210280350SE +/- 0.84, N = 3SE +/- 1.04, N = 3SE +/- 0.55, N = 3SE +/- 0.72, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 13SE +/- 0.07, N = 13SE +/- 0.01, N = 13SE +/- 0.03, N = 13SE +/- 0.05, N = 13226.19225.2578.37214.65156.11219.88286.63172.71212.44339.351. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

VkResample

Upscale: 2x - Precision: Single

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleArc A770Arc A750Arc A380Arc A580RTX 4060RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 30801428425670SE +/- 0.00, N = 6SE +/- 0.01, N = 6SE +/- 0.04, N = 3SE +/- 0.00, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 5SE +/- 0.00, N = 5SE +/- 0.00, N = 5SE +/- 0.01, N = 5SE +/- 0.02, N = 517.3219.1762.1120.6132.5420.2315.8126.3221.0912.761. (CXX) g++ options: -O3

Hashcat

Benchmark: MD5

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: MD5Arc A770Arc A750Arc A380Arc A580RTX 4060RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 308013000M26000M39000M52000M65000MSE +/- 14282919.09, N = 6SE +/- 32959759.98, N = 6SE +/- 10038904.88, N = 6SE +/- 52502537.50, N = 6SE +/- 48062540.28, N = 3SE +/- 25896432.92, N = 7SE +/- 42136771.15, N = 7SE +/- 40085550.18, N = 6SE +/- 39649619.33, N = 7SE +/- 62354336.92, N = 635155133333300868333331008888333326186933333299704666674158970000042332871429247977000003465095714358402900000

Hashcat

Benchmark: SHA-512

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA-512Arc A770Arc A750Arc A380Arc A580RTX 4060RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 3080500M1000M1500M2000M2500MSE +/- 594138.03, N = 5SE +/- 6115031.57, N = 6SE +/- 862167.81, N = 6SE +/- 871174.18, N = 6SE +/- 88191.71, N = 3SE +/- 2876620.32, N = 6SE +/- 2377767.39, N = 6SE +/- 852610.37, N = 6SE +/- 3243497.77, N = 6SE +/- 6840650.55, N = 6107840000090038333328450000079781666712179333331647616667165923333397761666713553833332300950000

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: TrueCrypt RIPEMD160 + XTSArc A770Arc A750Arc A380Arc A580RTX 4060RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 3080140K280K420K560K700KSE +/- 178.43, N = 7SE +/- 1857.90, N = 6SE +/- 149.30, N = 4SE +/- 319.81, N = 6SE +/- 2383.51, N = 3SE +/- 403.09, N = 8SE +/- 1315.08, N = 8SE +/- 2070.36, N = 15SE +/- 2383.72, N = 8SE +/- 2376.78, N = 8383757312767101025281583365767494963498788290620402138676288

clpeak

OpenCL Test: Integer Compute

OpenBenchmarking.orgGIOPS, More Is Betterclpeak 1.1.2OpenCL Test: Integer ComputeArc A770Arc A750Arc A380Arc A580RTX 4060RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 30803K6K9K12K15KSE +/- 7.88, N = 3SE +/- 3.74, N = 3SE +/- 0.22, N = 4SE +/- 3.59, N = 3SE +/- 13.40, N = 3SE +/- 5.08, N = 13SE +/- 47.35, N = 13SE +/- 3.38, N = 13SE +/- 13.43, N = 13SE +/- 73.29, N = 135530.714833.881484.664065.047559.9110067.0510643.446311.447798.6814227.551. (CXX) g++ options: -O3

clpeak

OpenCL Test: Integer 24-bit Compute

OpenBenchmarking.orgGIOPS, More Is Betterclpeak 1.1.2OpenCL Test: Integer 24-bit ComputeArc A770Arc A750Arc A380Arc A580RTX 4060RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 30803K6K9K12K15KSE +/- 3.66, N = 3SE +/- 2.06, N = 3SE +/- 0.13, N = 4SE +/- 0.41, N = 3SE +/- 0.58, N = 3SE +/- 17.10, N = 13SE +/- 41.98, N = 13SE +/- 8.59, N = 13SE +/- 42.07, N = 13SE +/- 48.38, N = 135519.114834.191484.044068.457587.9310095.6710700.736336.878000.2714210.911. (CXX) g++ options: -O3

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS, More Is Betterclpeak 1.1.2OpenCL Test: Global Memory BandwidthArc A770Arc A750Arc A380Arc A580RTX 4060RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 3080140280420560700SE +/- 0.13, N = 8SE +/- 0.15, N = 8SE +/- 0.08, N = 5SE +/- 0.07, N = 8SE +/- 0.06, N = 3SE +/- 0.02, N = 11SE +/- 0.68, N = 15SE +/- 0.84, N = 9SE +/- 0.53, N = 11SE +/- 0.92, N = 11397.62396.80120.43387.87238.39390.44529.79315.05379.99638.221. (CXX) g++ options: -O3

clpeak

OpenCL Test: Single-Precision Compute

OpenBenchmarking.orgGFLOPS, More Is Betterclpeak 1.1.2OpenCL Test: Single-Precision ComputeArc A770Arc A750Arc A380Arc A580RTX 4060RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 30806K12K18K24K30KSE +/- 0.78, N = 3SE +/- 2.25, N = 3SE +/- 0.38, N = 3SE +/- 1.76, N = 3SE +/- 0.10, N = 3SE +/- 38.39, N = 13SE +/- 137.23, N = 13SE +/- 13.72, N = 13SE +/- 67.44, N = 13SE +/- 181.88, N = 1313008.6811371.113315.829748.2614783.0919674.2520722.7312309.2115298.7627261.611. (CXX) g++ options: -O3

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: FFT SP

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: FFT SPArc A770Arc A750Arc A380Arc A580RTX 4060RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 3080400800120016002000SE +/- 9.02, N = 15SE +/- 7.59, N = 13SE +/- 0.22, N = 12SE +/- 9.38, N = 15SE +/- 0.20, N = 3SE +/- 0.28, N = 12SE +/- 0.06, N = 12SE +/- 0.26, N = 12SE +/- 0.05, N = 12SE +/- 0.31, N = 121219.911192.04422.111170.37722.941135.731509.24886.871123.751919.331. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Triad

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: TriadArc A770Arc A750Arc A380Arc A580RTX 4060RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 3080612182430SE +/- 0.06, N = 15SE +/- 0.07, N = 12SE +/- 0.01, N = 12SE +/- 0.07, N = 12SE +/- 0.01, N = 3SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.01, N = 13SE +/- 0.00, N = 13SE +/- 0.01, N = 1320.0220.5110.4719.9912.3423.3823.7523.1223.4023.921. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: MD5 Hash

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: MD5 HashArc A770Arc A750Arc A380Arc A580RTX 4060RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 3080816243240SE +/- 0.0148, N = 15SE +/- 0.0328, N = 13SE +/- 0.0096, N = 10SE +/- 0.0057, N = 13SE +/- 0.0125, N = 3SE +/- 0.0181, N = 13SE +/- 0.0040, N = 13SE +/- 0.0089, N = 12SE +/- 0.0208, N = 13SE +/- 0.1231, N = 1426.088222.33606.437818.542418.924925.331126.226315.105321.196436.51571. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Bus Speed Readback

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Bus Speed ReadbackArc A770Arc A750Arc A380Arc A580RTX 4060RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 3080612182430SE +/- 0.00, N = 13SE +/- 0.01, N = 13SE +/- 0.00, N = 12SE +/- 0.00, N = 13SE +/- 0.00, N = 3SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.00, N = 1322.4422.3911.2322.4213.1926.3426.3426.3426.3426.341. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Bus Speed Download

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Bus Speed DownloadArc A770Arc A750Arc A380Arc A580RTX 4060RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 3080612182430SE +/- 0.00, N = 14SE +/- 0.02, N = 14SE +/- 0.00, N = 12SE +/- 0.00, N = 14SE +/- 0.00, N = 3SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.00, N = 13SE +/- 0.00, N = 1323.4723.2511.7723.4512.8424.0024.0224.0324.0024.021. (CXX) g++ options: -O2 -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt

clpeak

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is Betterclpeak 1.1.2GPU Power Consumption MonitorArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 30804080120160200Min: 34.8 / Avg: 116.1 / Max: 144.4Min: 37.6 / Avg: 114.09 / Max: 140Min: 20.6 / Avg: 35.02 / Max: 40.3Min: 40.1 / Avg: 96.76 / Max: 118.1Min: 15.88 / Avg: 50.63 / Max: 125.42Min: 23.18 / Avg: 75.65 / Max: 163.22Min: 16.74 / Avg: 40.47 / Max: 87.04Min: 19.79 / Avg: 50.54 / Max: 109.99Min: 25.48 / Avg: 89.78 / Max: 191.24

clpeak

OpenCL Test: Single-Precision Compute

OpenBenchmarking.orgGFLOPS Per Watt, More Is Betterclpeak 1.1.2OpenCL Test: Single-Precision ComputeArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 308080160240320400112.0599.6794.69100.74388.59273.92304.16302.68303.64

clpeak

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is Betterclpeak 1.1.2GPU Power Consumption MonitorArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 30804080120160200Min: 34.4 / Avg: 71.79 / Max: 147.5Min: 37.1 / Avg: 70.74 / Max: 143.7Min: 20.8 / Avg: 28.44 / Max: 36.1Min: 40 / Avg: 67.15 / Max: 126.8Min: 15.74 / Avg: 59.37 / Max: 138.32Min: 23.38 / Avg: 88.4 / Max: 189.38Min: 17.29 / Avg: 59.47 / Max: 109.76Min: 19.91 / Avg: 61.92 / Max: 131.92Min: 25.61 / Avg: 106.55 / Max: 241.78

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS Per Watt, More Is Betterclpeak 1.1.2OpenCL Test: Global Memory BandwidthArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 30802468105.5395.6094.2345.7766.5775.9935.2986.1375.990

clpeak

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is Betterclpeak 1.1.2GPU Power Consumption MonitorArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 30804080120160200Min: 34.9 / Avg: 150.35 / Max: 191.4Min: 37.4 / Avg: 152.16 / Max: 190.1Min: 20.9 / Avg: 48.31 / Max: 60Min: 40.1 / Avg: 123.61 / Max: 150.1Min: 15.47 / Avg: 56.54 / Max: 136.46Min: 23.88 / Avg: 79.31 / Max: 183.17Min: 17.06 / Avg: 44.08 / Max: 96.89Min: 20.44 / Avg: 54.88 / Max: 125.27Min: 26.87 / Avg: 99.89 / Max: 225.98

clpeak

OpenCL Test: Integer 24-bit Compute

OpenBenchmarking.orgGIOPS Per Watt, More Is Betterclpeak 1.1.2OpenCL Test: Integer 24-bit ComputeArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 3080408012016020036.7131.8130.7232.91178.56134.92143.77145.78142.27

clpeak

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is Betterclpeak 1.1.2GPU Power Consumption MonitorArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 30804080120160200Min: 34.6 / Avg: 151.28 / Max: 190.1Min: 37.5 / Avg: 151.94 / Max: 190.4Min: 20.9 / Avg: 49.9 / Max: 60Min: 40.1 / Avg: 122.81 / Max: 150.1Min: 15.75 / Avg: 55.49 / Max: 137.51Min: 25.11 / Avg: 83.11 / Max: 187.87Min: 16.55 / Avg: 44.67 / Max: 96.93Min: 21.46 / Avg: 55.6 / Max: 126.47Min: 29.83 / Avg: 102.14 / Max: 239

clpeak

OpenCL Test: Integer Compute

OpenBenchmarking.orgGIOPS Per Watt, More Is Betterclpeak 1.1.2OpenCL Test: Integer ComputeArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 3080408012016020036.5631.8129.7533.10181.41128.07141.30140.26139.30

FluidX3D

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterFluidX3D 2.9GPU Power Consumption MonitorArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 308060120180240300Min: 35.1 / Avg: 170.51 / Max: 190.4Min: 37.4 / Avg: 160.01 / Max: 180Min: 21 / Avg: 43 / Max: 43.8Min: 40.3 / Avg: 138.24 / Max: 150.1Min: 15.95 / Avg: 153.79 / Max: 175.14Min: 25.29 / Avg: 218.05 / Max: 254.31Min: 17.01 / Avg: 117.04 / Max: 128.59Min: 21.64 / Avg: 148.87 / Max: 166.76Min: 29.52 / Avg: 267.73 / Max: 319.28

FluidX3D

Test: FP32-FP16S

OpenBenchmarking.orgMLUPs/s Per Watt, More Is BetterFluidX3D 2.9Test: FP32-FP16SArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 308081624324025.9426.3225.5228.0833.7531.3635.4034.3730.73

FluidX3D

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterFluidX3D 2.9GPU Power Consumption MonitorArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 308060120180240300Min: 35.2 / Avg: 170.51 / Max: 190.3Min: 37.5 / Avg: 172.23 / Max: 190.2Min: 21.7 / Avg: 51.3 / Max: 52.6Min: 40.2 / Avg: 139.66 / Max: 150.1Min: 16.07 / Avg: 194.69 / Max: 219.74Min: 25.26 / Avg: 254.21 / Max: 289.93Min: 16.51 / Avg: 142.03 / Max: 155Min: 21.39 / Avg: 178.87 / Max: 199.46Min: 28.31 / Avg: 271.77 / Max: 319.53

FluidX3D

Test: FP32-FP16C

OpenBenchmarking.orgMLUPs/s Per Watt, More Is BetterFluidX3D 2.9Test: FP32-FP16CArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 308071421283525.0522.9521.7324.9425.8223.2924.9526.0928.55

FluidX3D

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterFluidX3D 2.9GPU Power Consumption MonitorArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 308050100150200250Min: 34.8 / Avg: 152.03 / Max: 164Min: 49.1 / Avg: 148.38 / Max: 155.1Min: 21.8 / Avg: 37.08 / Max: 37.5Min: 40.1 / Avg: 130.97 / Max: 139.2Min: 15.81 / Avg: 133.5 / Max: 143.42Min: 23.26 / Avg: 197.93 / Max: 215.93Min: 16.08 / Avg: 102.23 / Max: 108.29Min: 20.07 / Avg: 129.56 / Max: 139.85Min: 25.75 / Avg: 246.69 / Max: 275.19

FluidX3D

Test: FP32-FP32

OpenBenchmarking.orgMLUPs/s Per Watt, More Is BetterFluidX3D 2.9Test: FP32-FP32Arc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 308051015202517.2116.6516.7819.3319.6917.7620.9420.1916.95

VkResample

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterVkResample 1.0GPU Power Consumption MonitorArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 308060120180240300Min: 34.6 / Avg: 82.84 / Max: 190.1Min: 49.1 / Avg: 98.58 / Max: 190Min: 21.6 / Avg: 38.27 / Max: 50.2Min: 40 / Avg: 77.15 / Max: 150.1Min: 15.91 / Avg: 81.48 / Max: 217.9Min: 23.39 / Avg: 103.86 / Max: 289.3Min: 16.13 / Avg: 72.49 / Max: 162.82Min: 19.87 / Avg: 79.1 / Max: 197.47Min: 25.78 / Avg: 106.73 / Max: 319.86

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption MonitorArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 308050100150200250Min: 34.6 / Avg: 150.57 / Max: 191Min: 48.7 / Avg: 144.36 / Max: 175.3Min: 21.8 / Avg: 37.58 / Max: 52.1Min: 40.1 / Avg: 125.64 / Max: 147Min: 15.67 / Avg: 112.11 / Max: 160.82Min: 22.2 / Avg: 143.77 / Max: 191.19Min: 17.23 / Avg: 81.57 / Max: 110.53Min: 19.11 / Avg: 102.77 / Max: 141.54Min: 24.08 / Avg: 185.32 / Max: 248.69

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Texture Read Bandwidth

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Texture Read BandwidthArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 30805101520256.5295.30812.1025.82018.95114.44415.57620.50511.900

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption MonitorArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 308020406080100Min: 34.1 / Avg: 38.26 / Max: 55.1Min: 51.2 / Avg: 59.99 / Max: 82.3Min: 21.8 / Avg: 23.47 / Max: 29.4Min: 40.2 / Avg: 42.78 / Max: 54.1Min: 15.42 / Avg: 34.78 / Max: 54.42Min: 22.48 / Avg: 55.69 / Max: 86.98Min: 17.09 / Avg: 32.76 / Max: 48.03Min: 19.21 / Avg: 38.37 / Max: 59.47Min: 23.94 / Avg: 64.4 / Max: 106.5

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Bus Speed Readback

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Bus Speed ReadbackArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 30800.18090.36180.54270.72360.90450.5860.3730.4790.5240.7570.4730.8040.6860.409

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption MonitorArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 308020406080100Min: 34 / Avg: 38.42 / Max: 52.7Min: 49.6 / Avg: 59.11 / Max: 72.7Min: 21.7 / Avg: 23.31 / Max: 28.6Min: 40 / Avg: 42.83 / Max: 52.2Min: 15.76 / Avg: 34.72 / Max: 53.78Min: 22.64 / Avg: 54.3 / Max: 86.56Min: 16.99 / Avg: 32.61 / Max: 47.53Min: 19.58 / Avg: 37.66 / Max: 58.43Min: 24.66 / Avg: 64.69 / Max: 107.33

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Bus Speed Download

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Bus Speed DownloadArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 30800.16580.33160.49740.66320.8290.6110.3930.5050.5480.6910.4420.7370.6370.371

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption MonitorArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 3080306090120150Min: 34.1 / Avg: 54.94 / Max: 142.5Min: 49 / Avg: 75.62 / Max: 133.4Min: 21.9 / Avg: 36.53 / Max: 60Min: 40 / Avg: 59.88 / Max: 137Min: 15.56 / Avg: 53.11 / Max: 132.9Min: 22.5 / Avg: 76.61 / Max: 176.47Min: 16.99 / Avg: 50.33 / Max: 129.6Min: 19.24 / Avg: 56.78 / Max: 138.69Min: 24.87 / Avg: 84.21 / Max: 182.95

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: MD5 Hash

OpenBenchmarking.orgGHash/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: MD5 HashArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 30800.10730.21460.32190.42920.53650.4750.2950.1760.3100.4770.3420.3000.3730.434

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption MonitorArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 308020406080100Min: 34 / Avg: 36.22 / Max: 44.6Min: 48.9 / Avg: 57.32 / Max: 68.1Min: 21.8 / Avg: 22.62 / Max: 25.7Min: 40.1 / Avg: 41.89 / Max: 47.9Min: 15.71 / Avg: 37.83 / Max: 64.45Min: 22.99 / Avg: 62.48 / Max: 96.6Min: 16.82 / Avg: 36.11 / Max: 56.08Min: 19.43 / Avg: 40.83 / Max: 66.45Min: 25.03 / Avg: 73.33 / Max: 115.21

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: FFT SP

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: FFT SPArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 308081624324033.6820.8018.6727.9430.0224.1624.5627.5226.18

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption MonitorArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 30801632486480Min: 34.1 / Avg: 40.63 / Max: 61.4Min: 41.2 / Avg: 56.37 / Max: 76Min: 17.1 / Avg: 21.09 / Max: 24.9Min: 40 / Avg: 44.94 / Max: 60.9Min: 15.56 / Avg: 29.48 / Max: 42.63Min: 23.35 / Avg: 47.28 / Max: 76.72Min: 16.9 / Avg: 29.19 / Max: 41.21Min: 19.77 / Avg: 31.57 / Max: 43.95Min: 25.43 / Avg: 55.03 / Max: 86.68

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Triad

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: TriadArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 30800.17840.35680.53520.71360.8920.4930.3640.4970.4450.7930.5020.7920.7410.435

SHOC Scalable HeterOgeneous Computing

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17GPU Power Consumption MonitorArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 308020406080100Min: 34 / Avg: 34.32 / Max: 34.9Min: 41.3 / Avg: 43.1 / Max: 47.4Min: 17.1 / Avg: 17.22 / Max: 18.1Min: 39.9 / Avg: 40.14 / Max: 40.4Min: 16 / Avg: 33.18 / Max: 47.37Min: 24.03 / Avg: 57.67 / Max: 84.1Min: 16.35 / Avg: 32.16 / Max: 46.07Min: 20.41 / Avg: 34.96 / Max: 48.91Min: 26.68 / Avg: 62.93 / Max: 90.64

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: S3D

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: S3DArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 30802468106.5915.2274.5505.3486.6274.9705.3706.0775.393

Hashcat

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.2.4GPU Power Consumption MonitorArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 308060120180240300Min: 34.4 / Avg: 79.78 / Max: 191.2Min: 41.7 / Avg: 97.59 / Max: 190.8Min: 17.1 / Avg: 37.39 / Max: 60.1Min: 40 / Avg: 82 / Max: 150Min: 16.15 / Avg: 86.98 / Max: 219.28Min: 24.04 / Avg: 117.16 / Max: 268.81Min: 16.2 / Avg: 69.82 / Max: 144.39Min: 20.72 / Avg: 78.91 / Max: 195.71Min: 26.71 / Avg: 134.38 / Max: 319.29

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.2.4Benchmark: TrueCrypt RIPEMD160 + XTSArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 3080120024003600480060004810.053204.992701.623434.075690.384257.194162.605096.145032.59

Hashcat

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.2.4GPU Power Consumption MonitorArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 308060120180240300Min: 34.7 / Avg: 107.22 / Max: 190.4Min: 41.3 / Avg: 116.8 / Max: 190.4Min: 17.1 / Avg: 37.41 / Max: 60Min: 40 / Avg: 95.33 / Max: 150Min: 16.16 / Avg: 123.79 / Max: 219.85Min: 24.03 / Avg: 156.24 / Max: 263.71Min: 16.13 / Avg: 81.72 / Max: 137.52Min: 20.52 / Avg: 111.24 / Max: 189.66Min: 27.14 / Avg: 191.17 / Max: 319.61

Hashcat

Benchmark: SHA-512

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.2.4Benchmark: SHA-512Arc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 30803M6M9M12M15M10057649.157708944.757604204.298368950.1513309738.3310619913.2611963431.6812183846.7912036097.41

Hashcat

GPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterHashcat 6.2.4GPU Power Consumption MonitorArc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 308060120180240300Min: 34.5 / Avg: 108.86 / Max: 190Min: 41.5 / Avg: 117.24 / Max: 190.6Min: 17 / Avg: 38.17 / Max: 60.1Min: 40 / Avg: 94.06 / Max: 150.1Min: 15.64 / Avg: 115.67 / Max: 219.86Min: 23.41 / Avg: 154.85 / Max: 277.85Min: 16.58 / Avg: 84.93 / Max: 145.89Min: 19.97 / Avg: 108.66 / Max: 199.01Min: 25.73 / Avg: 180.94 / Max: 320.09

Hashcat

Benchmark: MD5

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.2.4Benchmark: MD5Arc A770Arc A750Arc A380Arc A580RTX 3070RTX 3070 TiRTX 3060RTX 3060 TiRTX 308080M160M240M320M400M322935646.85256619755.49264299083.09278406690.76359546330.84273378599.67291983308.60318901788.06322772613.53

Phoronix Test Suite v10.8.4