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 7800 XTRX 7700 XTRX 7600 XT50100150200250SE +/- 0.50, N = 3SE +/- 0.09, N = 3SE +/- 0.19, N = 3130.12151.86231.01

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: 77936867RX 7800 XTRX 7700 XTRTX 4070 SUPERRTX 4070RX 7600 XTRTX 4060150300450600750SE +/- 0.00, N = 3SE +/- 0.40, N = 3SE +/- 0.13, N = 3SE +/- 0.16, N = 3SE +/- 0.00, N = 3SE +/- 0.37, N = 3716.85669.64634.38527.98424.99277.291. (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: 332220523RX 7800 XTRX 7700 XTRTX 4070 SUPERRTX 4070RX 7600 XTRTX 4060306090120150SE +/- 0.19, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3147.08137.04134.75112.1086.0158.571. (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 4070 SUPERRTX 4070RTX 40604080120160200SE +/- 0.03, N = 3SE +/- 0.36, N = 3SE +/- 0.37, N = 380.43103.62163.52

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: 57885161RX 7800 XTRX 7700 XTRTX 4070 SUPERRTX 4070RX 7600 XTRTX 40602004006008001000SE +/- 0.81, N = 3SE +/- 0.27, N = 3SE +/- 0.42, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 3SE +/- 0.54, N = 3960.92899.82853.24711.91571.86375.991. (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 A770Arc A750Arc A5804080120160200SE +/- 0.30, N = 3SE +/- 0.32, N = 3SE +/- 0.39, N = 3167.35172.98199.86

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 7800 XTRX 7700 XTRX 7600 XT306090120150SE +/- 0.06, N = 3SE +/- 0.33, N = 3SE +/- 0.50, N = 374.0179.48116.64

FluidX3D

OpenBenchmarking.orgMLUPs/s, More Is BetterFluidX3D 3.0Test: FP32-FP32RTX 4070RTX 4070 SUPERArc A580Arc A770Arc A750RX 7800 XTRTX 4060RX 7700 XTRX 7600 XT6001200180024003000SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 17.46, N = 3SE +/- 7.26, N = 3SE +/- 10.07, N = 3SE +/- 8.84, N = 3SE +/- 0.00, N = 3SE +/- 3.18, N = 3SE +/- 4.58, N = 3287827832447244124161709160313881169

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Barbershop - Compute: NVIDIA OptiXRTX 4070 SUPERRTX 4070RTX 406020406080100SE +/- 0.05, N = 3SE +/- 0.23, N = 3SE +/- 0.04, N = 354.6369.02101.48

FluidX3D

OpenBenchmarking.orgMLUPs/s, More Is BetterFluidX3D 3.0Test: FP32-FP16SRTX 4070 SUPERRTX 4070Arc A770Arc A750Arc A580RX 7800 XTRTX 4060RX 7700 XTRX 7600 XT11002200330044005500SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 27.93, N = 15SE +/- 6.74, N = 3SE +/- 13.01, N = 3SE +/- 12.70, N = 3SE +/- 0.58, N = 3SE +/- 3.18, N = 3SE +/- 4.63, N = 3513346314098381436243126296025882175

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 4070 SUPERRTX 4070RX 7800 XTRX 7700 XTRTX 4060510152025SE +/- 0.006, N = 3SE +/- 0.005, N = 3SE +/- 0.011, N = 3SE +/- 0.018, N = 3SE +/- 0.002, N = 319.51918.03217.19813.6709.707

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 4070 SUPERRTX 4070RX 7800 XTRX 7700 XTRTX 40601224364860SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 351.9548.0145.6838.5528.89

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Pabellon Barcelona - Compute: NVIDIA CUDARTX 4070 SUPERRTX 4070RTX 406020406080100SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 343.4251.9391.41

FluidX3D

OpenBenchmarking.orgMLUPs/s, More Is BetterFluidX3D 3.0Test: FP32-FP16CRTX 4070 SUPERRTX 4070Arc A770Arc A750Arc A580RX 7800 XTRTX 4060RX 7700 XTRX 7600 XT12002400360048006000SE +/- 3.51, N = 3SE +/- 0.67, N = 3SE +/- 53.38, N = 3SE +/- 6.03, N = 3SE +/- 11.85, N = 3SE +/- 12.98, N = 3SE +/- 0.00, N = 3SE +/- 12.25, N = 3SE +/- 4.26, N = 3559553813893375933043113310626672341

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Fishy Cat - Compute: Intel oneAPIArc A770Arc A750Arc A580510152025SE +/- 0.58, N = 15SE +/- 0.58, N = 15SE +/- 0.58, N = 1516.4517.3320.15

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 7800 XTRX 7700 XTRX 7600 XT1224364860SE +/- 0.12, N = 3SE +/- 0.43, N = 4SE +/- 0.04, N = 331.9136.2755.29

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: S3DRTX 4070 SUPERRTX 4070Arc A770Arc A750Arc A580RX 7800 XTRX 7700 XTRTX 4060RX 7600 XT60120180240300SE +/- 0.08, N = 12SE +/- 0.18, N = 13SE +/- 0.22, N = 15SE +/- 0.31, N = 15SE +/- 0.23, N = 15SE +/- 1.91, N = 15SE +/- 1.18, N = 3SE +/- 0.15, N = 15SE +/- 0.62, N = 9295.20287.51228.45228.22215.04213.11165.45155.0774.961. (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 7800 XTRX 7700 XTRX 7600 XT1122334455SE +/- 0.19, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 331.7835.2650.46

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: BMW27 - Compute: Intel oneAPIArc A770Arc A750Arc A58048121620SE +/- 0.36, N = 15SE +/- 0.36, N = 15SE +/- 0.36, N = 1513.2213.6615.71

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 7800 XTRX 7700 XTRX 7600 XT1020304050SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 326.1129.9344.33

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 BandwidthRTX 4070 SUPERRTX 4070RTX 4060RX 7800 XTRX 7700 XTArc A770Arc A750RX 7600 XTArc A5806001200180024003000SE +/- 1.71, N = 6SE +/- 1.12, N = 6SE +/- 1.58, N = 6SE +/- 3.86, N = 8SE +/- 6.85, N = 8SE +/- 3.42, N = 3SE +/- 0.13, N = 3SE +/- 1.56, N = 8SE +/- 1.95, N = 32870.012824.701761.661101.661023.85991.24883.84795.41724.351. (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 4070 SUPERRTX 4070RTX 4060918273645SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 319.5725.3939.56

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Classroom - Compute: NVIDIA CUDARTX 4070 SUPERRTX 4070RTX 4060918273645SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 319.5024.4438.89

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Junkshop - Compute: NVIDIA CUDARTX 4070 SUPERRTX 4070RTX 4060714212835SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 317.3626.4432.14

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: BMW27 - Compute: Radeon HIPRX 7800 XTRX 7700 XTRX 7600 XT714212835SE +/- 0.04, N = 3SE +/- 0.23, N = 3SE +/- 0.15, N = 318.5221.1430.18

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Pabellon Barcelona - Compute: Intel oneAPIArc A750Arc A770Arc A5801122334455SE +/- 0.29, N = 3SE +/- 0.28, N = 3SE +/- 0.28, N = 343.2444.7850.16

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 4070 SUPERRTX 4070RTX 4060612182430SE +/- 0.02, N = 4SE +/- 0.03, N = 3SE +/- 0.02, N = 314.8617.3226.58

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: BMW27 - Compute: NVIDIA OptiXRTX 4070 SUPERRTX 4070RTX 40603691215SE +/- 0.03, N = 15SE +/- 0.03, N = 6SE +/- 0.09, N = 55.786.649.30

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Classroom - Compute: NVIDIA OptiXRTX 4070 SUPERRTX 4070RTX 4060612182430SE +/- 0.00, N = 4SE +/- 0.06, N = 3SE +/- 0.03, N = 313.3616.9624.51

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Classroom - Compute: Intel oneAPIArc A770Arc A750Arc A5801020304050SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 336.0337.5444.04

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 4070 SUPERRTX 4070RTX 4060510152025SE +/- 0.01, N = 5SE +/- 0.25, N = 3SE +/- 0.01, N = 310.8617.5419.69

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 4070 SUPERRTX 4070RTX 4060510152025SE +/- 0.10, N = 5SE +/- 0.07, N = 4SE +/- 0.15, N = 310.0912.7919.61

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: BMW27 - Compute: NVIDIA CUDARTX 4070 SUPERRTX 4070RTX 4060510152025SE +/- 0.03, N = 5SE +/- 0.05, N = 4SE +/- 0.02, N = 310.1812.1819.25

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 4070 SUPERRTX 4070RX 7800 XTRX 7700 XTRTX 4060RX 7600 XTArc A770Arc A750Arc A580600M1200M1800M2400M3000MSE +/- 2352079.46, N = 6SE +/- 1068566.02, N = 6SE +/- 9450282.18, N = 6SE +/- 549393.61, N = 6SE +/- 1194082.63, N = 6SE +/- 2013123.61, N = 6SE +/- 624855.54, N = 6SE +/- 375721.53, N = 6SE +/- 202758.75, N = 62778583333232435000019037500001891250000121355000011565000001064533333943050000787833333

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: TrueCrypt RIPEMD160 + XTSRTX 4070 SUPERRTX 4070RX 7800 XTRX 7700 XTArc A770RTX 4060Arc A750RX 7600 XTArc A580200K400K600K800K1000KSE +/- 5423.39, N = 13SE +/- 2512.78, N = 8SE +/- 446.01, N = 8SE +/- 47254.23, N = 15SE +/- 212.08, N = 8SE +/- 2610.06, N = 15SE +/- 190.86, N = 8SE +/- 147.08, N = 7SE +/- 198.81, N = 7812346690588478200401347368263357007325500317914271100

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA1RTX 4070 SUPERRTX 4070RX 7800 XTRX 7700 XTRX 7600 XTRTX 4060Arc A770Arc A750Arc A5805000M10000M15000M20000M25000MSE +/- 22178749.84, N = 6SE +/- 13909341.39, N = 6SE +/- 22128976.73, N = 6SE +/- 2610204.33, N = 6SE +/- 20629558.08, N = 6SE +/- 9883142.21, N = 6SE +/- 2281315.41, N = 5SE +/- 1758806.41, N = 5SE +/- 2199454.48, N = 521927516667182447333331732798333316936050000102506000009512350000620908000054956800004574160000

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: MD5RTX 4070 SUPERRTX 4070RX 7800 XTRX 7700 XTArc A770Arc A750RTX 4060Arc A580RX 7600 XT14000M28000M42000M56000M70000MSE +/- 49647307.19, N = 6SE +/- 35399027.76, N = 6SE +/- 51306033.87, N = 6SE +/- 39002994.90, N = 6SE +/- 20961320.20, N = 6SE +/- 8077829.74, N = 6SE +/- 24181996.29, N = 6SE +/- 8638479.80, N = 6SE +/- 68956476.21, N = 6674473333335694385000040131733333397450833333549068333331441700000297871166672624900000023838216667

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: 7-ZipRTX 4070 SUPERRTX 4070RX 7800 XTRX 7700 XTRTX 4060RX 7600 XTArc A580Arc A750Arc A770300K600K900K1200K1500KSE +/- 2113.56, N = 8SE +/- 5954.67, N = 8SE +/- 1329.67, N = 8SE +/- 1268.64, N = 8SE +/- 985.43, N = 8SE +/- 3699.93, N = 15SE +/- 122.47, N = 4SE +/- 125.00, N = 4SE +/- 66.67, N = 311999631028375840613781988538750492987248000247175245133

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.3Blend File: Junkshop - Compute: Intel oneAPIArc A750Arc A770Arc A580714212835SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 325.8225.9729.31

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: ReadRX 7800 XTRTX 4070RTX 4070 SUPERRX 7700 XTRX 7600 XTArc A770RTX 4060Arc A750Arc A580120240360480600SE +/- 0.54, N = 9SE +/- 0.80, N = 8SE +/- 1.17, N = 8SE +/- 0.17, N = 8SE +/- 0.15, N = 6SE +/- 0.09, N = 7SE +/- 0.45, N = 6SE +/- 0.04, N = 6SE +/- 0.00, N = 6560.5443.2442.8390.7260.9242.9238.0157.8143.71. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRX 7800 XTRX 7700 XTRTX 4070 SUPERRTX 4070Arc A770Arc A750Arc A580RX 7600 XTRTX 4060110220330440550SE +/- 1.30, N = 9SE +/- 0.13, N = 8SE +/- 0.51, N = 8SE +/- 0.39, N = 8SE +/- 0.03, N = 7SE +/- 0.13, N = 6SE +/- 0.02, N = 6SE +/- 0.04, N = 6SE +/- 0.37, N = 6489.1353.4328.7328.4310.6270.1259.6236.5213.51. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRX 7800 XTArc A770RTX 4070 SUPERRTX 4070RX 7700 XTArc A580Arc A750RX 7600 XTRTX 4060120240360480600SE +/- 1.15, N = 9SE +/- 0.13, N = 7SE +/- 0.80, N = 8SE +/- 0.43, N = 8SE +/- 0.18, N = 8SE +/- 0.03, N = 6SE +/- 0.02, N = 6SE +/- 0.10, N = 6SE +/- 0.39, N = 6536.1428.2397.6391.1386.5294.4281.1256.7225.11. (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 ComputeRX 7800 XTRTX 4070 SUPERRX 7700 XTRTX 4070RX 7600 XTRTX 4060140280420560700SE +/- 2.78, N = 7SE +/- 2.39, N = 6SE +/- 3.09, N = 7SE +/- 2.22, N = 6SE +/- 0.32, N = 7SE +/- 0.70, N = 6627.85619.64570.14510.86342.10265.891. (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 ComputeRTX 4070 SUPERRTX 4070RTX 4060Arc A770Arc A750Arc A580RX 7800 XTRX 7700 XTRX 7600 XT4K8K12K16K20KSE +/- 102.12, N = 13SE +/- 75.61, N = 13SE +/- 36.28, N = 13SE +/- 4.18, N = 4SE +/- 3.31, N = 4SE +/- 0.96, N = 4SE +/- 6.45, N = 11SE +/- 2.50, N = 11SE +/- 2.25, N = 1117337.7314278.037511.145521.584841.894047.253633.893382.561801.611. (CXX) g++ options: -O3

OpenBenchmarking.orgGBPS, More Is Betterclpeak 1.1.2OpenCL Test: Global Memory BandwidthRX 7800 XTRTX 4070RTX 4070 SUPERArc A750Arc A770Arc A580RX 7700 XTRTX 4060RX 7600 XT110220330440550SE +/- 2.08, N = 8SE +/- 0.06, N = 10SE +/- 1.92, N = 10SE +/- 0.11, N = 9SE +/- 0.19, N = 8SE +/- 0.18, N = 9SE +/- 0.64, N = 8SE +/- 0.66, N = 10SE +/- 0.32, N = 6489.35435.77432.53396.94396.50387.92358.37236.19226.321. (CXX) g++ options: -O3

OpenBenchmarking.orgGFLOPS, More Is Betterclpeak 1.1.2OpenCL Test: Single-Precision ComputeRTX 4070 SUPERRTX 4070RX 7800 XTRX 7700 XTRTX 4060Arc A770Arc A750Arc A580RX 7600 XT7K14K21K28K35KSE +/- 17.53, N = 13SE +/- 141.03, N = 13SE +/- 31.09, N = 12SE +/- 23.93, N = 12SE +/- 70.91, N = 13SE +/- 1.39, N = 4SE +/- 0.54, N = 4SE +/- 0.86, N = 4SE +/- 12.54, N = 1234179.1927884.6516593.5315382.8614678.3213005.7411384.249755.808495.581. (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: OpenCLRTX 4070 SUPERRTX 4070RX 7800 XTRX 7700 XTRTX 4060RX 7600 XTArc A750Arc A580Arc A7700.60551.2111.81652.4223.0275SE +/- 0.004, N = 9SE +/- 0.003, N = 10SE +/- 0.002, N = 10SE +/- 0.002, N = 9SE +/- 0.004, N = 9SE +/- 0.005, N = 8SE +/- 0.005, N = 8SE +/- 0.005, N = 8SE +/- 0.004, N = 81.6471.7171.7741.9422.2592.4532.6742.6792.691

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 ComputeRTX 4070 SUPERRTX 4070RX 7800 XTRX 7700 XTRTX 4060RX 7600 XTArc A770Arc A750Arc A5804K8K12K16K20KSE +/- 93.44, N = 13SE +/- 70.70, N = 14SE +/- 66.84, N = 13SE +/- 46.29, N = 13SE +/- 33.56, N = 13SE +/- 30.00, N = 15SE +/- 5.95, N = 4SE +/- 1.88, N = 4SE +/- 0.30, N = 417376.9014325.5313703.1712911.627530.067378.905510.614844.464046.131. (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_NRTX 4070 SUPERRTX 4070RX 7800 XTRTX 4060RX 7700 XTArc A770RX 7600 XTArc A750Arc A5802K4K6K8K10KSE +/- 19.61, N = 11SE +/- 6.25, N = 10SE +/- 5.84, N = 10SE +/- 24.39, N = 9SE +/- 5.03, N = 10SE +/- 31.44, N = 15SE +/- 3.33, N = 9SE +/- 5.35, N = 11SE +/- 11.95, N = 1011512.109693.124704.984525.114314.502512.052247.592202.801778.831. (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: OpenCLRX 7800 XTRX 7700 XTRTX 4070 SUPERRTX 4070Arc A750RX 7600 XTArc A770Arc A580RTX 40600.37510.75021.12531.50041.8755SE +/- 0.007, N = 10SE +/- 0.006, N = 10SE +/- 0.004, N = 10SE +/- 0.005, N = 10SE +/- 0.007, N = 10SE +/- 0.007, N = 10SE +/- 0.005, N = 10SE +/- 0.006, N = 10SE +/- 0.003, N = 101.5331.5471.5631.5941.6231.6241.6281.6291.667

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: ReductionRX 7800 XTRTX 4070RTX 4070 SUPERRX 7700 XTRX 7600 XTRTX 4060Arc A770Arc A750Arc A580120240360480600SE +/- 2.78, N = 12SE +/- 0.88, N = 15SE +/- 0.08, N = 12SE +/- 0.53, N = 11SE +/- 0.08, N = 11SE +/- 0.02, N = 11SE +/- 6.54, N = 12SE +/- 0.13, N = 10SE +/- 0.18, N = 9543.16379.78379.62350.02260.62246.88134.2678.2069.721. (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: OpenCLRX 7800 XTRX 7700 XTArc A770Arc A750RTX 4070 SUPERArc A580RTX 4070RX 7600 XTRTX 40600.22480.44960.67440.89921.124SE +/- 0.006, N = 11SE +/- 0.005, N = 11SE +/- 0.001, N = 11SE +/- 0.001, N = 11SE +/- 0.002, N = 11SE +/- 0.002, N = 11SE +/- 0.002, N = 11SE +/- 0.006, N = 11SE +/- 0.001, N = 110.8220.8620.8740.8790.8830.8840.9070.9520.999

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 SPRX 7800 XTRTX 4070RTX 4070 SUPERArc A770Arc A580Arc A750RX 7700 XTRX 7600 XTRTX 4060400800120016002000SE +/- 2.09, N = 12SE +/- 0.39, N = 11SE +/- 0.73, N = 11SE +/- 6.21, N = 14SE +/- 4.67, N = 14SE +/- 6.19, N = 14SE +/- 1.68, N = 12SE +/- 0.32, N = 11SE +/- 0.97, N = 111751.851333.871284.241226.811191.771174.221169.06778.52721.361. (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 LatencyRTX 4070RTX 4070 SUPERRTX 4060RX 7600 XTRX 7800 XTRX 7700 XTArc A750Arc A770Arc A580816243240SE +/- 0.04, N = 15SE +/- 0.04, N = 15SE +/- 0.05, N = 15SE +/- 0.18, N = 15SE +/- 0.03, N = 12SE +/- 0.05, N = 12SE +/- 0.08, N = 12SE +/- 0.10, N = 12SE +/- 0.02, N = 124.624.664.6817.2418.6318.7732.4834.5035.161. (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 HashRTX 4070 SUPERRTX 4070RX 7800 XTRX 7700 XTArc A770Arc A750RTX 4060Arc A580RX 7600 XT1020304050SE +/- 0.03, N = 13SE +/- 0.02, N = 13SE +/- 0.05, N = 13SE +/- 0.00, N = 13SE +/- 0.03, N = 15SE +/- 0.01, N = 13SE +/- 0.01, N = 12SE +/- 0.01, N = 13SE +/- 0.03, N = 1243.8536.2629.1827.1625.8222.8018.8718.4215.031. (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 4070 SUPERRX 7800 XTRX 7700 XTRTX 4070RX 7600 XTRTX 40600.02970.05940.08910.11880.1485SE +/- 0.001, N = 14SE +/- 0.001, N = 14SE +/- 0.001, N = 14SE +/- 0.000, N = 13SE +/- 0.001, N = 15SE +/- 0.001, N = 13SE +/- 0.000, N = 13SE +/- 0.001, N = 15SE +/- 0.000, N = 130.1110.1110.1120.1160.1160.1210.1230.1300.132