Linux GPU Compute EOY 2024

Benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2412100-PTS-GPUCOMP547
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Result
Identifier
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Date
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  Test
  Duration
Arc A580
December 10
  51 Minutes
Arc A750
December 10
  47 Minutes
Arc A770
December 10
  55 Minutes
RTX 4060
December 06
  1 Hour, 49 Minutes
RTX 4070
December 05
  1 Hour, 11 Minutes
RTX 4070 SUPER
December 05
  1 Hour, 4 Minutes
RX 7600 XT
December 10
  1 Hour, 34 Minutes
RX 7700 XT
December 10
  1 Hour, 13 Minutes
RX 7800 XT
December 10
  1 Hour, 14 Minutes
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  1 Hour, 11 Minutes

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Linux GPU Compute EOY 2024ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLOpenCLCompilerFile-SystemScreen ResolutionDisplay DriverArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XTIntel Core Ultra 9 285K @ 5.10GHz (24 Cores)ASUS ROG MAXIMUS Z890 HERO (1101 BIOS)Intel Device ae7f2 x 16GB DDR5-6400MT/s Micron CP16G64C38U5B.M8D14001GB Western Digital WD_BLACK SN850X 4000GB + 1000GB Western Digital WDS100T1X0E-00AFY0Intel Arc A580 DG2 8GBIntel Device 7f50ASUS VP28URealtek Device 8126 + Intel I226-V + Intel Wi-Fi 7Ubuntu 24.106.13.0-rc1-phx (x86_64)GNOME Shell 47.0X Server 1.21.1.134.6 Mesa 25.0~git2412080600.8dda40~oibaf~o (git-8dda40c 2024-12-08 oracular-oibaf-ppOpenCL 3.0GCC 14.2.0ext43840x2160Intel Arc A750 DG2 8GB1000GB Western Digital WDS100T1X0E-00AFY0 + 4001GB Western Digital WD_BLACK SN850X 4000GBIntel Arc A770 DG2 16GBASUS NVIDIA GeForce RTX 4060 8GB6.11.0-9-generic (x86_64)NVIDIA 565.57.014.6.0OpenCL 3.0 CUDA 12.7.33ASUS NVIDIA GeForce RTX 4070 12GB4001GB Western Digital WD_BLACK SN850X 4000GB + 1000GB Western Digital WDS100T1X0E-00AFY0ASUS NVIDIA GeForce RTX 4070 SUPER 12GBXFX AMD Radeon RX 7600 XT 16GB6.13.0-rc1-phx (x86_64)4.6 Mesa 24.3.0-devel (LLVM 19.1.2 DRM 3.59)OpenCL 2.1 AMD-APP (3635.0)XFX AMD Radeon RX 7700 XT 12GB1000GB Western Digital WDS100T1X0E-00AFY0 + 4001GB Western Digital WD_BLACK SN850X 4000GBAMD Radeon RX 7800 XT 16GBOpenBenchmarking.orgKernel Details- Arc A580: Transparent Huge Pages: madvise- Arc A750: Transparent Huge Pages: madvise- Arc A770: Transparent Huge Pages: madvise- RTX 4060: nouveau.modeset=0 - Transparent Huge Pages: madvise- RTX 4070: nouveau.modeset=0 - Transparent Huge Pages: madvise- RTX 4070 SUPER: nouveau.modeset=0 - Transparent Huge Pages: madvise- RX 7600 XT: Transparent Huge Pages: madvise- RX 7700 XT: Transparent Huge Pages: madvise- RX 7800 XT: 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,rust --enable-libphobos-checking=release --enable-libstdcxx-backtrace --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-14-zdkDXv/gcc-14-14.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-14-zdkDXv/gcc-14-14.2.0/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: default) - CPU Microcode: 0x113 - Thermald 2.5.8Security Details- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: 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: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affectedGraphics Details- RTX 4060: BAR1 / Visible vRAM Size: 8192 MiB - vBIOS Version: 95.07.31.00.e3- RTX 4070: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 95.04.49.00.03- RTX 4070 SUPER: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 95.04.69.00.01- RX 7600 XT: BAR1 / Visible vRAM Size: 16368 MB- RX 7700 XT: BAR1 / Visible vRAM Size: 12272 MB- RX 7800 XT: BAR1 / Visible vRAM Size: 16368 MBOpenCL Details- RTX 4060: GPU Compute Cores: 3072- RTX 4070: GPU Compute Cores: 5888- RTX 4070 SUPER: GPU Compute Cores: 7168

Arc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XTResult OverviewPhoronix Test Suite100%166%232%297%363%HashcatclpeakSHOC Scalable HeterOgeneous ComputingFluidX3Dcl-memDarktable

Linux GPU Compute EOY 2024blender: Barbershop - Radeon HIPgpuowl: 77936867gpuowl: 332220523blender: Barbershop - NVIDIA CUDAgpuowl: 57885161blender: Barbershop - Intel oneAPIblender: Pabellon Barcelona - Radeon HIPfluidx3d: FP32-FP32blender: Barbershop - NVIDIA OptiXfluidx3d: FP32-FP16Sindigobench: OpenCL GPU - Bedroomindigobench: OpenCL GPU - Supercarblender: Pabellon Barcelona - NVIDIA CUDAfluidx3d: FP32-FP16Cblender: Fishy Cat - Intel oneAPIblender: Classroom - Radeon HIPshoc: OpenCL - S3Dblender: Fishy Cat - Radeon HIPblender: BMW27 - Intel oneAPIblender: Junkshop - Radeon HIPshoc: OpenCL - Texture Read Bandwidthblender: Fishy Cat - NVIDIA CUDAblender: Classroom - NVIDIA CUDAblender: Junkshop - NVIDIA CUDAblender: BMW27 - Radeon HIPblender: Pabellon Barcelona - Intel oneAPIblender: Pabellon Barcelona - NVIDIA OptiXblender: BMW27 - NVIDIA OptiXblender: Classroom - NVIDIA OptiXblender: Classroom - Intel oneAPIblender: Junkshop - NVIDIA OptiXblender: Fishy Cat - NVIDIA OptiXblender: BMW27 - NVIDIA CUDAhashcat: SHA-512hashcat: TrueCrypt RIPEMD160 + XTShashcat: SHA1hashcat: MD5hashcat: 7-Zipblender: Junkshop - Intel oneAPIcl-mem: Readcl-mem: Copycl-mem: Writeclpeak: Double-Precision Computeclpeak: Integer Computeclpeak: Global Memory Bandwidthclpeak: Single-Precision Computedarktable: Boat - OpenCLclpeak: Integer 24-bit Computeshoc: OpenCL - GEMM SGEMM_Ndarktable: Masskrug - OpenCLshoc: OpenCL - Reductiondarktable: Server Room - OpenCLshoc: OpenCL - FFT SPclpeak: Kernel Latencyshoc: OpenCL - MD5 Hashdarktable: Server Rack - OpenCLArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT199.8624473624330420.15215.03615.71724.35350.1644.0478783333327110045741600002624900000024800029.31143.7259.6294.44047.25387.929755.802.6794046.131778.831.62969.71890.8841191.7735.1618.42340.111172.9824163814375917.33228.22213.66883.83843.2437.5494305000032550054956800003144170000024717525.82157.8270.1281.14841.89396.9411384.242.6744844.462202.801.62378.19590.8791174.2232.4822.79550.111167.3524414098389316.45228.44613.22991.23644.7836.03106453333336826362090800003549068333324513325.97242.9310.6428.25521.58396.5013005.742.6915510.612512.051.628134.26080.8741226.8134.5025.81600.112277.2958.57163.52375.991603101.4829609.70728.89491.413106155.0741761.6639.5638.8932.1426.589.3024.5119.6919.6119.251213550000357007951235000029787116667538750238.0213.5225.1265.897511.14236.1914678.322.2597530.064525.111.667246.8810.999721.3644.6818.87360.132527.98112.10103.62711.91287869.02463118.03248.00651.935381287.5072824.7025.3924.4426.4417.326.6416.9617.5412.7912.18232435000069058818244733333569438500001028375443.2328.4391.1510.8614278.03435.7727884.651.71714325.539693.121.594379.7810.9071333.874.6236.26070.123634.38134.7580.43853.24278354.63513319.51951.94643.425595295.2032870.0119.5719.5017.3614.865.7813.3610.8610.0910.18277858333381234621927516667674473333331199963442.8328.7397.6619.6417337.73432.5334179.191.64717376.9011512.11.563379.6230.8831284.244.6643.84980.116231.01424.9986.01571.86116.6411692175234155.2974.958850.4644.33795.41330.1811565000003179141025060000023838216667492987260.9236.5256.7342.101801.61226.328495.582.4537378.902247.591.624260.6150.952778.52417.2415.02740.130151.86669.64137.04899.8279.481388258813.67038.553266736.27165.44935.2629.931023.84521.1418912500004013471693605000039745083333781988390.7353.4386.5570.143382.56358.3715382.861.94212911.624314.501.547350.0240.8621169.0618.7727.16280.121130.12716.85147.08960.9274.011709312617.19845.681311331.91213.10931.7826.111101.6618.5219037500004782001732798333340131733333840613560.5489.1536.1627.853633.89489.3516593.531.77413703.174704.981.533543.1580.8221751.8518.6329.18420.116OpenBenchmarking.org

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Barbershop - Compute: Radeon HIPRX 7600 XTRX 7700 XTRX 7800 XT50100150200250SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.50, N = 3231.01151.86130.12

GpuOwl

GpuOwl is a Mersenne primality tester leveraging OpenCL for cross-vendor GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations / Second, More Is BetterGpuOwl 7.5Exponent: 77936867RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT150300450600750SE +/- 0.37, N = 3SE +/- 0.16, N = 3SE +/- 0.13, N = 3SE +/- 0.00, N = 3SE +/- 0.40, N = 3SE +/- 0.00, N = 3277.29527.98634.38424.99669.64716.851. (CXX) g++ options: -O3 -lgmp -lOpenCL

Exponent: 77936867

Arc A580: The test run did not produce a result. E: ./open 20241210 04:36:17 Exception gpu_error: BUILD_PROGRAM_FAILURE clBuildProgram at gpuowl-7.5/src/clwrap.cpp:245 build

Arc A750: The test run did not produce a result. E: ./open 20241210 05:52:16 Exception gpu_error: BUILD_PROGRAM_FAILURE clBuildProgram at gpuowl-7.5/src/clwrap.cpp:245 build

Arc A770: The test run did not produce a result. E: ./open 20241210 08:20:11 Exception gpu_error: BUILD_PROGRAM_FAILURE clBuildProgram at gpuowl-7.5/src/clwrap.cpp:245 build

OpenBenchmarking.orgIterations / Second, More Is BetterGpuOwl 7.5Exponent: 332220523RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT306090120150SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.19, N = 358.57112.10134.7586.01137.04147.081. (CXX) g++ options: -O3 -lgmp -lOpenCL

Exponent: 332220523

Arc A580: The test run did not produce a result. E: ./open 20241210 04:36:41 Exception gpu_error: BUILD_PROGRAM_FAILURE clBuildProgram at gpuowl-7.5/src/clwrap.cpp:245 build

Arc A750: The test run did not produce a result. E: ./open 20241210 05:52:40 Exception gpu_error: BUILD_PROGRAM_FAILURE clBuildProgram at gpuowl-7.5/src/clwrap.cpp:245 build

Arc A770: The test run did not produce a result. E: ./open 20241210 08:20:35 Exception gpu_error: BUILD_PROGRAM_FAILURE clBuildProgram at gpuowl-7.5/src/clwrap.cpp:245 build

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Barbershop - Compute: NVIDIA CUDARTX 4060RTX 4070RTX 4070 SUPER4080120160200SE +/- 0.37, N = 3SE +/- 0.36, N = 3SE +/- 0.03, N = 3163.52103.6280.43

GpuOwl

GpuOwl is a Mersenne primality tester leveraging OpenCL for cross-vendor GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations / Second, More Is BetterGpuOwl 7.5Exponent: 57885161RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT2004006008001000SE +/- 0.54, N = 3SE +/- 0.17, N = 3SE +/- 0.42, N = 3SE +/- 0.11, N = 3SE +/- 0.27, N = 3SE +/- 0.81, N = 3375.99711.91853.24571.86899.82960.921. (CXX) g++ options: -O3 -lgmp -lOpenCL

Exponent: 57885161

Arc A580: The test run did not produce a result. E: ./open 20241210 04:35:52 Exception gpu_error: BUILD_PROGRAM_FAILURE clBuildProgram at gpuowl-7.5/src/clwrap.cpp:245 build

Arc A750: The test run did not produce a result. E: ./open 20241210 05:51:51 Exception gpu_error: BUILD_PROGRAM_FAILURE clBuildProgram at gpuowl-7.5/src/clwrap.cpp:245 build

Arc A770: The test run did not produce a result. E: ./open 20241210 08:19:46 Exception gpu_error: BUILD_PROGRAM_FAILURE clBuildProgram at gpuowl-7.5/src/clwrap.cpp:245 build

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Barbershop - Compute: Intel oneAPIArc A580Arc A750Arc A7704080120160200SE +/- 0.39, N = 3SE +/- 0.32, N = 3SE +/- 0.30, N = 3199.86172.98167.35

Blend File: Barbershop - Compute: Intel oneAPI

RX 7600 XT: The test quit with a non-zero exit status. E: Error: Not freed memory blocks: 2, total unfreed memory 0.000107 MB

RX 7700 XT: The test quit with a non-zero exit status. E: Error: Not freed memory blocks: 2, total unfreed memory 0.000107 MB

RX 7800 XT: The test quit with a non-zero exit status. E: Error: Not freed memory blocks: 2, total unfreed memory 0.000107 MB

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Pabellon Barcelona - Compute: Radeon HIPRX 7600 XTRX 7700 XTRX 7800 XT306090120150SE +/- 0.50, N = 3SE +/- 0.33, N = 3SE +/- 0.06, N = 3116.6479.4874.01

FluidX3D

OpenBenchmarking.orgMLUPs/s, More Is BetterFluidX3D 3.0Test: FP32-FP32Arc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT6001200180024003000SE +/- 17.46, N = 3SE +/- 10.07, N = 3SE +/- 7.26, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 4.58, N = 3SE +/- 3.18, N = 3SE +/- 8.84, N = 3244724162441160328782783116913881709

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Barbershop - Compute: NVIDIA OptiXRTX 4060RTX 4070RTX 4070 SUPER20406080100SE +/- 0.04, N = 3SE +/- 0.23, N = 3SE +/- 0.05, N = 3101.4869.0254.63

FluidX3D

OpenBenchmarking.orgMLUPs/s, More Is BetterFluidX3D 3.0Test: FP32-FP16SArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT11002200330044005500SE +/- 13.01, N = 3SE +/- 6.74, N = 3SE +/- 27.93, N = 15SE +/- 0.58, N = 3SE +/- 0.88, N = 3SE +/- 0.67, N = 3SE +/- 4.63, N = 3SE +/- 3.18, N = 3SE +/- 12.70, N = 3362438144098296046315133217525883126

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 4060RTX 4070RTX 4070 SUPERRX 7700 XTRX 7800 XT510152025SE +/- 0.002, N = 3SE +/- 0.005, N = 3SE +/- 0.006, N = 3SE +/- 0.018, N = 3SE +/- 0.011, N = 39.70718.03219.51913.67017.198

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 4060RTX 4070RTX 4070 SUPERRX 7700 XTRX 7800 XT1224364860SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 328.8948.0151.9538.5545.68

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Pabellon Barcelona - Compute: NVIDIA CUDARTX 4060RTX 4070RTX 4070 SUPER20406080100SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 391.4151.9343.42

FluidX3D

OpenBenchmarking.orgMLUPs/s, More Is BetterFluidX3D 3.0Test: FP32-FP16CArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT12002400360048006000SE +/- 11.85, N = 3SE +/- 6.03, N = 3SE +/- 53.38, N = 3SE +/- 0.00, N = 3SE +/- 0.67, N = 3SE +/- 3.51, N = 3SE +/- 4.26, N = 3SE +/- 12.25, N = 3SE +/- 12.98, N = 3330437593893310653815595234126673113

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Fishy Cat - Compute: Intel oneAPIArc A580Arc A750Arc A770510152025SE +/- 0.58, N = 15SE +/- 0.58, N = 15SE +/- 0.58, N = 1520.1517.3316.45

Blend File: Fishy Cat - Compute: Intel oneAPI

RX 7600 XT: The test quit with a non-zero exit status. E: Error: Found no Cycles device of the specified type

RX 7700 XT: The test quit with a non-zero exit status. E: Error: Found no Cycles device of the specified type

RX 7800 XT: The test quit with a non-zero exit status. E: Error: Found no Cycles device of the specified type

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Classroom - Compute: Radeon HIPRX 7600 XTRX 7700 XTRX 7800 XT1224364860SE +/- 0.04, N = 3SE +/- 0.43, N = 4SE +/- 0.12, N = 355.2936.2731.91

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: S3DArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT60120180240300SE +/- 0.23, N = 15SE +/- 0.31, N = 15SE +/- 0.22, N = 15SE +/- 0.15, N = 15SE +/- 0.18, N = 13SE +/- 0.08, N = 12SE +/- 0.62, N = 9SE +/- 1.18, N = 3SE +/- 1.91, N = 15215.04228.22228.45155.07287.51295.2074.96165.45213.111. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Fishy Cat - Compute: Radeon HIPRX 7600 XTRX 7700 XTRX 7800 XT1122334455SE +/- 0.01, N = 3SE +/- 0.17, N = 3SE +/- 0.19, N = 350.4635.2631.78

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: BMW27 - Compute: Intel oneAPIArc A580Arc A750Arc A77048121620SE +/- 0.36, N = 15SE +/- 0.36, N = 15SE +/- 0.36, N = 1515.7113.6613.22

Blend File: BMW27 - Compute: Intel oneAPI

RX 7600 XT: The test quit with a non-zero exit status. E: Error: Found no Cycles device of the specified type

RX 7700 XT: The test quit with a non-zero exit status. E: Error: Found no Cycles device of the specified type

RX 7800 XT: The test quit with a non-zero exit status. E: Error: Found no Cycles device of the specified type

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Junkshop - Compute: Radeon HIPRX 7600 XTRX 7700 XTRX 7800 XT1020304050SE +/- 0.12, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 344.3329.9326.11

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 BandwidthArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT6001200180024003000SE +/- 1.95, N = 3SE +/- 0.13, N = 3SE +/- 3.42, N = 3SE +/- 1.58, N = 6SE +/- 1.12, N = 6SE +/- 1.71, N = 6SE +/- 1.56, N = 8SE +/- 6.85, N = 8SE +/- 3.86, N = 8724.35883.84991.241761.662824.702870.01795.411023.851101.661. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Fishy Cat - Compute: NVIDIA CUDARTX 4060RTX 4070RTX 4070 SUPER918273645SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 339.5625.3919.57

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Classroom - Compute: NVIDIA CUDARTX 4060RTX 4070RTX 4070 SUPER918273645SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 338.8924.4419.50

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Junkshop - Compute: NVIDIA CUDARTX 4060RTX 4070RTX 4070 SUPER714212835SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 332.1426.4417.36

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: BMW27 - Compute: Radeon HIPRX 7600 XTRX 7700 XTRX 7800 XT714212835SE +/- 0.15, N = 3SE +/- 0.23, N = 3SE +/- 0.04, N = 330.1821.1418.52

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Pabellon Barcelona - Compute: Intel oneAPIArc A580Arc A750Arc A7701122334455SE +/- 0.28, N = 3SE +/- 0.29, N = 3SE +/- 0.28, N = 350.1643.2444.78

Blend File: Pabellon Barcelona - Compute: Intel oneAPI

RX 7600 XT: The test quit with a non-zero exit status. E: Error: Found no Cycles device of the specified type

RX 7700 XT: The test quit with a non-zero exit status. E: Error: Found no Cycles device of the specified type

RX 7800 XT: The test quit with a non-zero exit status. E: Error: Found no Cycles device of the specified type

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 4060RTX 4070RTX 4070 SUPER612182430SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 426.5817.3214.86

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: BMW27 - Compute: NVIDIA OptiXRTX 4060RTX 4070RTX 4070 SUPER3691215SE +/- 0.09, N = 5SE +/- 0.03, N = 6SE +/- 0.03, N = 159.306.645.78

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Classroom - Compute: NVIDIA OptiXRTX 4060RTX 4070RTX 4070 SUPER612182430SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 424.5116.9613.36

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Classroom - Compute: Intel oneAPIArc A580Arc A750Arc A7701020304050SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 344.0437.5436.03

Blend File: Classroom - Compute: Intel oneAPI

RX 7600 XT: The test quit with a non-zero exit status. E: Error: Found no Cycles device of the specified type

RX 7700 XT: The test quit with a non-zero exit status. E: Error: Found no Cycles device of the specified type

RX 7800 XT: The test quit with a non-zero exit status. E: Error: Found no Cycles device of the specified type

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Junkshop - Compute: NVIDIA OptiXRTX 4060RTX 4070RTX 4070 SUPER510152025SE +/- 0.01, N = 3SE +/- 0.25, N = 3SE +/- 0.01, N = 519.6917.5410.86

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 4060RTX 4070RTX 4070 SUPER510152025SE +/- 0.15, N = 3SE +/- 0.07, N = 4SE +/- 0.10, N = 519.6112.7910.09

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: BMW27 - Compute: NVIDIA CUDARTX 4060RTX 4070RTX 4070 SUPER510152025SE +/- 0.02, N = 3SE +/- 0.05, N = 4SE +/- 0.03, N = 519.2512.1810.18

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-512Arc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT600M1200M1800M2400M3000MSE +/- 202758.75, N = 6SE +/- 375721.53, N = 6SE +/- 624855.54, N = 6SE +/- 1194082.63, N = 6SE +/- 1068566.02, N = 6SE +/- 2352079.46, N = 6SE +/- 2013123.61, N = 6SE +/- 549393.61, N = 6SE +/- 9450282.18, N = 67878333339430500001064533333121355000023243500002778583333115650000018912500001903750000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: TrueCrypt RIPEMD160 + XTSArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT200K400K600K800K1000KSE +/- 198.81, N = 7SE +/- 190.86, N = 8SE +/- 212.08, N = 8SE +/- 2610.06, N = 15SE +/- 2512.78, N = 8SE +/- 5423.39, N = 13SE +/- 147.08, N = 7SE +/- 47254.23, N = 15SE +/- 446.01, N = 8271100325500368263357007690588812346317914401347478200

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA1Arc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT5000M10000M15000M20000M25000MSE +/- 2199454.48, N = 5SE +/- 1758806.41, N = 5SE +/- 2281315.41, N = 5SE +/- 9883142.21, N = 6SE +/- 13909341.39, N = 6SE +/- 22178749.84, N = 6SE +/- 20629558.08, N = 6SE +/- 2610204.33, N = 6SE +/- 22128976.73, N = 645741600005495680000620908000095123500001824473333321927516667102506000001693605000017327983333

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: MD5Arc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT14000M28000M42000M56000M70000MSE +/- 8638479.80, N = 6SE +/- 8077829.74, N = 6SE +/- 20961320.20, N = 6SE +/- 24181996.29, N = 6SE +/- 35399027.76, N = 6SE +/- 49647307.19, N = 6SE +/- 68956476.21, N = 6SE +/- 39002994.90, N = 6SE +/- 51306033.87, N = 6262490000003144170000035490683333297871166675694385000067447333333238382166673974508333340131733333

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: 7-ZipArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT300K600K900K1200K1500KSE +/- 122.47, N = 4SE +/- 125.00, N = 4SE +/- 66.67, N = 3SE +/- 985.43, N = 8SE +/- 5954.67, N = 8SE +/- 2113.56, N = 8SE +/- 3699.93, N = 15SE +/- 1268.64, N = 8SE +/- 1329.67, N = 824800024717524513353875010283751199963492987781988840613

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Junkshop - Compute: Intel oneAPIArc A580Arc A750Arc A770714212835SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 329.3125.8225.97

Blend File: Junkshop - Compute: Intel oneAPI

RX 7600 XT: The test quit with a non-zero exit status. E: Error: Found no Cycles device of the specified type

RX 7700 XT: The test quit with a non-zero exit status. E: Error: Found no Cycles device of the specified type

RX 7800 XT: The test quit with a non-zero exit status. E: Error: Found no Cycles device of the specified type

cl-mem

A basic OpenCL memory benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT120240360480600SE +/- 0.00, N = 6SE +/- 0.04, N = 6SE +/- 0.09, N = 7SE +/- 0.45, N = 6SE +/- 0.80, N = 8SE +/- 1.17, N = 8SE +/- 0.15, N = 6SE +/- 0.17, N = 8SE +/- 0.54, N = 9143.7157.8242.9238.0443.2442.8260.9390.7560.51. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT110220330440550SE +/- 0.02, N = 6SE +/- 0.13, N = 6SE +/- 0.03, N = 7SE +/- 0.37, N = 6SE +/- 0.39, N = 8SE +/- 0.51, N = 8SE +/- 0.04, N = 6SE +/- 0.13, N = 8SE +/- 1.30, N = 9259.6270.1310.6213.5328.4328.7236.5353.4489.11. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT120240360480600SE +/- 0.03, N = 6SE +/- 0.02, N = 6SE +/- 0.13, N = 7SE +/- 0.39, N = 6SE +/- 0.43, N = 8SE +/- 0.80, N = 8SE +/- 0.10, N = 6SE +/- 0.18, N = 8SE +/- 1.15, N = 9294.4281.1428.2225.1391.1397.6256.7386.5536.11. (CC) gcc options: -O2 -flto -lOpenCL

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: Double-Precision ComputeRTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT140280420560700SE +/- 0.70, N = 6SE +/- 2.22, N = 6SE +/- 2.39, N = 6SE +/- 0.32, N = 7SE +/- 3.09, N = 7SE +/- 2.78, N = 7265.89510.86619.64342.10570.14627.851. (CXX) g++ options: -O3

OpenCL Test: Double-Precision Compute

Arc A580: The test run did not produce a result.

Arc A750: The test run did not produce a result.

Arc A770: The test run did not produce a result.

OpenBenchmarking.orgGIOPS, More Is Betterclpeak 1.1.2OpenCL Test: Integer ComputeArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT4K8K12K16K20KSE +/- 0.96, N = 4SE +/- 3.31, N = 4SE +/- 4.18, N = 4SE +/- 36.28, N = 13SE +/- 75.61, N = 13SE +/- 102.12, N = 13SE +/- 2.25, N = 11SE +/- 2.50, N = 11SE +/- 6.45, N = 114047.254841.895521.587511.1414278.0317337.731801.613382.563633.891. (CXX) g++ options: -O3

OpenBenchmarking.orgGBPS, More Is Betterclpeak 1.1.2OpenCL Test: Global Memory BandwidthArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT110220330440550SE +/- 0.18, N = 9SE +/- 0.11, N = 9SE +/- 0.19, N = 8SE +/- 0.66, N = 10SE +/- 0.06, N = 10SE +/- 1.92, N = 10SE +/- 0.32, N = 6SE +/- 0.64, N = 8SE +/- 2.08, N = 8387.92396.94396.50236.19435.77432.53226.32358.37489.351. (CXX) g++ options: -O3

OpenBenchmarking.orgGFLOPS, More Is Betterclpeak 1.1.2OpenCL Test: Single-Precision ComputeArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT7K14K21K28K35KSE +/- 0.86, N = 4SE +/- 0.54, N = 4SE +/- 1.39, N = 4SE +/- 70.91, N = 13SE +/- 141.03, N = 13SE +/- 17.53, N = 13SE +/- 12.54, N = 12SE +/- 23.93, N = 12SE +/- 31.09, N = 129755.8011384.2413005.7414678.3227884.6534179.198495.5815382.8616593.531. (CXX) g++ options: -O3

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 4.8.1Test: Boat - Acceleration: OpenCLArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT0.60551.2111.81652.4223.0275SE +/- 0.005, N = 8SE +/- 0.005, N = 8SE +/- 0.004, N = 8SE +/- 0.004, N = 9SE +/- 0.003, N = 10SE +/- 0.004, N = 9SE +/- 0.005, N = 8SE +/- 0.002, N = 9SE +/- 0.002, N = 102.6792.6742.6912.2591.7171.6472.4531.9421.774

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 ComputeArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT4K8K12K16K20KSE +/- 0.30, N = 4SE +/- 1.88, N = 4SE +/- 5.95, N = 4SE +/- 33.56, N = 13SE +/- 70.70, N = 14SE +/- 93.44, N = 13SE +/- 30.00, N = 15SE +/- 46.29, N = 13SE +/- 66.84, N = 134046.134844.465510.617530.0614325.5317376.907378.9012911.6213703.171. (CXX) g++ options: -O3

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_NArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT2K4K6K8K10KSE +/- 11.95, N = 10SE +/- 5.35, N = 11SE +/- 31.44, N = 15SE +/- 24.39, N = 9SE +/- 6.25, N = 10SE +/- 19.61, N = 11SE +/- 3.33, N = 9SE +/- 5.03, N = 10SE +/- 5.84, N = 101778.832202.802512.054525.119693.1211512.102247.594314.504704.981. (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 4.8.1Test: Masskrug - Acceleration: OpenCLArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT0.37510.75021.12531.50041.8755SE +/- 0.006, N = 10SE +/- 0.007, N = 10SE +/- 0.005, N = 10SE +/- 0.003, N = 10SE +/- 0.005, N = 10SE +/- 0.004, N = 10SE +/- 0.007, N = 10SE +/- 0.006, N = 10SE +/- 0.007, N = 101.6291.6231.6281.6671.5941.5631.6241.5471.533

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: ReductionArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT120240360480600SE +/- 0.18, N = 9SE +/- 0.13, N = 10SE +/- 6.54, N = 12SE +/- 0.02, N = 11SE +/- 0.88, N = 15SE +/- 0.08, N = 12SE +/- 0.08, N = 11SE +/- 0.53, N = 11SE +/- 2.78, N = 1269.7278.20134.26246.88379.78379.62260.62350.02543.161. (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 4.8.1Test: Server Room - Acceleration: OpenCLArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT0.22480.44960.67440.89921.124SE +/- 0.002, N = 11SE +/- 0.001, N = 11SE +/- 0.001, N = 11SE +/- 0.001, N = 11SE +/- 0.002, N = 11SE +/- 0.002, N = 11SE +/- 0.006, N = 11SE +/- 0.005, N = 11SE +/- 0.006, N = 110.8840.8790.8740.9990.9070.8830.9520.8620.822

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: FFT SPArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT400800120016002000SE +/- 4.67, N = 14SE +/- 6.19, N = 14SE +/- 6.21, N = 14SE +/- 0.97, N = 11SE +/- 0.39, N = 11SE +/- 0.73, N = 11SE +/- 0.32, N = 11SE +/- 1.68, N = 12SE +/- 2.09, N = 121191.771174.221226.81721.361333.871284.24778.521169.061751.851. (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.orgus, Fewer Is Betterclpeak 1.1.2OpenCL Test: Kernel LatencyArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT816243240SE +/- 0.02, N = 12SE +/- 0.08, N = 12SE +/- 0.10, N = 12SE +/- 0.05, N = 15SE +/- 0.04, N = 15SE +/- 0.04, N = 15SE +/- 0.18, N = 15SE +/- 0.05, N = 12SE +/- 0.03, N = 1235.1632.4834.504.684.624.6617.2418.7718.631. (CXX) g++ options: -O3

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 HashArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT1020304050SE +/- 0.01, N = 13SE +/- 0.01, N = 13SE +/- 0.03, N = 15SE +/- 0.01, N = 12SE +/- 0.02, N = 13SE +/- 0.03, N = 13SE +/- 0.03, N = 12SE +/- 0.00, N = 13SE +/- 0.05, N = 1318.4222.8025.8218.8736.2643.8515.0327.1629.181. (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 4.8.1Test: Server Rack - Acceleration: OpenCLArc A580Arc A750Arc A770RTX 4060RTX 4070RTX 4070 SUPERRX 7600 XTRX 7700 XTRX 7800 XT0.02970.05940.08910.11880.1485SE +/- 0.001, N = 14SE +/- 0.001, N = 14SE +/- 0.001, N = 14SE +/- 0.000, N = 13SE +/- 0.000, N = 13SE +/- 0.000, N = 13SE +/- 0.001, N = 15SE +/- 0.001, N = 13SE +/- 0.001, N = 150.1110.1110.1120.1320.1230.1160.1300.1210.116