RTX 4070 SUPER

sudo apt install vulkan-headers vulkan-tools libvulkan-dev

HTML result view exported from: https://openbenchmarking.org/result/2412102-NE-INTELGPU716&grs&sro.

RTX 4070 SUPERProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLCompilerFile-SystemScreen ResolutionNVIDIA RTX 4070 SUPERIntel ARC A770 8GbIntel ARC A750intel-gpunvidia-gpuIntel ARC A580Intel Core i9-13900K @ 5.50GHz (24 Cores / 32 Threads)ASUS TUF GAMING Z790-PRO WIFI (1401 BIOS)Intel Device 7a2732GB4001GB Seagate ZP4000GP304001ASUS NVIDIA GeForce RTX 4070 SUPER 12GBRealtek ALC1220ARZOPAIntel I226-V + Intel Device 7a70EndeavourOS rolling6.7.1-arch1-1 (x86_64)KDE Plasma 5.27.10X Server 1.21.1.11NVIDIA 550.40.074.6.0OpenCL 3.0 CUDA 12.4.74GCC 13.2.1 20230801ext41920x1080Intel Core Ultra 9 285K @ 5.10GHz (24 Cores)MSI MEG Z890 UNIFY-X (MS-7E20) v1.0 (1.A10 BIOS)Intel Device ae7f2 x 16GB DDR5-6000MT/s Corsair CMH32GX5M2B6000Z301024GB Wodposit NVMe SSDMSI Intel Arc A770 DG2 8GBIntel DG2 AudioPiKVM V3Realtek Device 5000 + Intel Wi-Fi 7Ubuntu 24.106.12.1-061201-generic (x86_64)GNOME Shell 47.0X Server + Wayland4.6 Mesa 24.3.1 kisak-mesa PPAGCC 14.2.0Intel Arc A750 DG2 8GBOpenCL 3.0Intel Core i5-10300H @ 4.50GHz (4 Cores / 8 Threads)CML Stonic_CMS (V1.00 BIOS)Intel Comet Lake PCH16GB1000GB CT1000P3SSD8 + 256GB Western Digital PC SN530 SDBPNPZ-256G-1014Intel UHD CML GT2 4GB (1350/6000MHz)Intel Comet Lake PCH cAVSRealtek Killer E2600 GbE + Intel Comet Lake PCH CNVi WiFiUbuntu 24.046.8.0-49-generic (x86_64)GNOME Shell 46.0X Server 1.20.13NVIDIA 535.183.014.6 Mesa 24.0.9-0ubuntu0.2GCC 13.2.0NVIDIA GeForce GTX 1650 Ti 4GB4.6.0Intel Core Ultra 9 285K @ 5.10GHz (24 Cores)MSI MEG Z890 UNIFY-X (MS-7E20) v1.0 (1.A10 BIOS)Intel Device ae7f2 x 16GB DDR5-6000MT/s Corsair CMH32GX5M2B6000Z301024GB Wodposit NVMe SSDIntel Arc A580 DG2 8GBIntel DG2 AudioPiKVM V3Realtek Device 5000 + Intel Wi-Fi 7Ubuntu 24.106.12.1-061201-generic (x86_64)GNOME Shell 47.0X Server + Wayland4.6 Mesa 24.3.1 kisak-mesa PPAOpenCL 3.0GCC 14.2.01280x720OpenBenchmarking.orgKernel Details- NVIDIA RTX 4070 SUPER: Transparent Huge Pages: always- Intel ARC A770 8Gb: Transparent Huge Pages: madvise- Intel ARC A750: Transparent Huge Pages: madvise- intel-gpu: Transparent Huge Pages: madvise- nvidia-gpu: Transparent Huge Pages: madvise- Intel ARC A580: Transparent Huge Pages: madviseCompiler Details- NVIDIA RTX 4070 SUPER: --disable-libssp --disable-libstdcxx-pch --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=ada,c,c++,d,fortran,go,lto,objc,obj-c++ --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-build-config=bootstrap-lto --with-linker-hash-style=gnu - Intel ARC A770 8Gb: --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 - Intel ARC A750: --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 - Intel ARC A580: --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- NVIDIA RTX 4070 SUPER: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x11d- Intel ARC A770 8Gb: Scaling Governor: intel_pstate powersave (EPP: performance) - CPU Microcode: 0x110 - Thermald 2.5.8- Intel ARC A750: Scaling Governor: intel_pstate powersave (EPP: performance) - CPU Microcode: 0x110 - Thermald 2.5.8- intel-gpu: Scaling Governor: intel_pstate powersave (EPP: performance) - CPU Microcode: 0xfc - Thermald 2.5.6- nvidia-gpu: Scaling Governor: intel_pstate powersave (EPP: performance) - CPU Microcode: 0xfc - Thermald 2.5.6- Intel ARC A580: Scaling Governor: intel_pstate powersave (EPP: performance) - CPU Microcode: 0x110 - Thermald 2.5.8Graphics Details- NVIDIA RTX 4070 SUPER: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 95.04.69.00.c1- intel-gpu: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 90.17.4c.00.1d- nvidia-gpu: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 90.17.4c.00.1dSecurity Details- NVIDIA RTX 4070 SUPER: 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 - Intel ARC A770 8Gb: 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 affected - Intel ARC A750: 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 affected - intel-gpu: gather_data_sampling: Mitigation of Microcode + itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + reg_file_data_sampling: Not affected + retbleed: Mitigation of Enhanced IBRS + 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; BHI: SW loop KVM: SW loop + srbds: Mitigation of Microcode + tsx_async_abort: Not affected - nvidia-gpu: gather_data_sampling: Mitigation of Microcode + itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + reg_file_data_sampling: Not affected + retbleed: Mitigation of Enhanced IBRS + 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; BHI: SW loop KVM: SW loop + srbds: Mitigation of Microcode + tsx_async_abort: Not affected - Intel ARC A580: 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 affected Python Details- Intel ARC A770 8Gb, Intel ARC A750, Intel ARC A580: Python 3.12.7Environment Details- nvidia-gpu: __GLX_VENDOR_LIBRARY_NAME=nvidia

RTX 4070 SUPERncnn: Vulkan GPU - googlenetncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU - vision_transformerncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - regnety_400mopencl-benchmark: INT32 Computehashcat: SHA1hashcat: 7-Zipviennacl: OpenCL BLAS - sAXPYclpeak: Integer Compute INTopencl-benchmark: FP32 Computehashcat: SHA-512clpeak: Single-Precision Floatviennacl: OpenCL BLAS - sCOPYcl-mem: Readunigine-valley: 1920 x 1080 - Fullscreen - OpenGLvkfft: FFT + iFFT C2C Bluestein in single precisionhashcat: TrueCrypt RIPEMD160 + XTSviennacl: OpenCL BLAS - sDOTindigobench: OpenCL GPU - Supercarncnn: Vulkan GPU - vgg16hashcat: MD5opencl-benchmark: Memory Bandwidth Coalesced Readindigobench: OpenCL GPU - Bedroomrealsr-ncnn: 4x - Yesviennacl: CPU BLAS - sDOTncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - squeezenet_ssdwaifu2x-ncnn: 2x - 3 - Yesvkfft: FFT + iFFT R2C / C2Rtensorflow: GPU - 64 - GoogLeNettensorflow: GPU - 32 - GoogLeNetvkfft: FFT + iFFT C2C multidimensional in single precisionopencl-benchmark: INT8 Computetensorflow: GPU - 16 - VGG-16tensorflow: GPU - 32 - VGG-16viennacl: CPU BLAS - sCOPYtensorflow: GPU - 16 - GoogLeNettensorflow: GPU - 64 - ResNet-50opencl-benchmark: INT16 Computetensorflow: GPU - 32 - ResNet-50ncnn: Vulkan GPU - alexnetcl-mem: Writetensorflow: GPU - 16 - ResNet-50vkpeak: int32-vec4vkpeak: int32-scalarvkpeak: fp16-scalarvkpeak: int16-scalarvkpeak: fp16-vec4vkpeak: fp32-vec4vkpeak: int16-vec4vkpeak: fp32-scalartensorflow: GPU - 64 - AlexNetncnn: Vulkan GPU - yolov4-tinytensorflow: GPU - 32 - AlexNetviennacl: CPU BLAS - sAXPYcl-mem: Copyviennacl: CPU BLAS - dDOTtensorflow: GPU - 16 - AlexNettensorflow: GPU - 1 - VGG-16vkfft: FFT + iFFT C2C 1D batched in single precisionviennacl: CPU BLAS - dCOPYtensorflow: GPU - 1 - GoogLeNettensorflow: GPU - 1 - ResNet-50viennacl: CPU BLAS - dGEMM-TNluxmark: GPU - Microphoneluxmark: CPU+GPU - Hotelluxmark: GPU - Hotelluxmark: CPU+GPU - Microphoneluxmark: CPU+GPU - Luxball HDRluxmark: GPU - Luxball HDRvkfft: FFT + iFFT C2C 1D batched in single precision, no reshufflingvkpeak: fp32-scalarvkpeak: fp16-vec4vkpeak: fp32-vec4vkpeak: fp16-scalarshoc: OpenCL - MD5 Hashshoc: OpenCL - Texture Read Bandwidthshoc: OpenCL - GEMM SGEMM_Nopencl-benchmark: FP16 Computeopencl-benchmark: Memory Bandwidth Coalesced Writetensorflow: GPU - 1 - AlexNetxonotic: 1920 x 1080 - Lowviennacl: CPU BLAS - dGEMM-NNclpeak: Global Memory Bandwidthspecviewperf2020: 1920 x 1080 - ENERGY-03vkresample: 2x - Singleopenarena: 1920 x 1080paraview: Many Spheres - 1920 x 1080viennacl: CPU BLAS - dAXPYxonotic: 1920 x 1080 - Highparaview: Wavelet Contour - 1920 x 1080xonotic: 1920 x 1080 - Ultraunigine-heaven: 1920 x 1080 - Fullscreen - OpenGLviennacl: CPU BLAS - dGEMM-TTviennacl: CPU BLAS - dGEMM-NTshoc: OpenCL - Reductionncnn: Vulkan GPUv2-yolov3v2-yolov3 - mobilenetv2-yolov3vkfft: FFT + iFFT C2C Bluestein in single precisionspecviewperf2020: 1920 x 1080 - MEDICAL-O3specviewperf2020: 1920 x 1080 - CATIA-06xonotic: 1920 x 1080 - Ultimatespecviewperf2020: 1920 x 1080 - MAYA-06shoc: OpenCL - S3Dviennacl: CPU BLAS - dGEMV-Tspecviewperf2020: 1920 x 1080 - SOLIDWORKS-07vkfft: FFT + iFFT C2C multidimensional in single precisionvkfft: FFT + iFFT R2C / C2Rindigobench: CPU - Supercardarktable: Server Rack - OpenCLtensorflow: GPU - 64 - AlexNetspecviewperf2020: 1920 x 1080 - SNX-04darktable: Server Room - OpenCLshoc: OpenCL - Triadspecviewperf2020: 1920 x 1080 - CREO-03tensorflow: GPU - 1 - VGG-16viennacl: CPU BLAS - dGEMV-Nindigobench: CPU - Bedroomtensorflow: GPU - 1 - AlexNettensorflow: GPU - 16 - GoogLeNettensorflow: GPU - 32 - GoogLeNetdarktable: Masskrug - OpenCLdarktable: Server Room - CPU-onlydarktable: Server Rack - CPU-onlydarktable: Boat - OpenCLdarktable: Boat - CPU-onlyshoc: OpenCL - FFT SPtensorflow: GPU - 1 - GoogLeNettensorflow: GPU - 32 - VGG-16tensorflow: GPU - 1 - ResNet-50vkfft: FFT + iFFT C2C 1D batched in single precisiontensorflow: GPU - 16 - AlexNettensorflow: GPU - 32 - AlexNetshoc: OpenCL - Bus Speed Readbackvkfft: FFT + iFFT C2C 1D batched in single precision, no reshufflingdarktable: Masskrug - CPU-onlyshoc: OpenCL - Bus Speed Downloadtensorflow: GPU - 64 - ResNet-50tensorflow: GPU - 64 - GoogLeNettensorflow: GPU - 32 - ResNet-50tensorflow: GPU - 16 - ResNet-50tensorflow: GPU - 64 - VGG-16tensorflow: GPU - 16 - VGG-16tensorflow: GPU - 64 - VGG-16neatbench: GPUblender: Pabellon Barcelona - NVIDIA OptiXblender: Barbershop - NVIDIA OptiXblender: Fishy Cat - NVIDIA OptiXblender: Classroom - NVIDIA OptiXblender: BMW27 - NVIDIA OptiXviennacl: OpenCL BLAS - dGEMM-TTviennacl: OpenCL BLAS - dGEMM-TNviennacl: OpenCL BLAS - dGEMM-NTviennacl: OpenCL BLAS - dGEMM-NNviennacl: OpenCL BLAS - dGEMV-Tviennacl: OpenCL BLAS - dGEMV-Nviennacl: OpenCL BLAS - dDOTviennacl: OpenCL BLAS - dAXPYviennacl: OpenCL BLAS - dCOPYclpeak: Double-Precision Doublefahbench: vkresample: 2x - Doublevkfft: FFT + iFFT C2C Bluestein benchmark in double precisionvkfft: FFT + iFFT C2C 1D batched in double precisionopencl-benchmark: FP64 Computeshoc: OpenCL - Max SP Flopsparaview: Wavelet Contour - 1920 x 1080paraview: Wavelet Volume - 1920 x 1080paraview: Wavelet Volume - 1920 x 1080paraview: Many Spheres - 1920 x 1080vkfft: FFT + iFFT C2C 1D batched in half precisionncnn: Vulkan GPU - FastestDetncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU-v2-v2 - mobilenet-v2mandelgpu: GPUfinancebench: Black-Scholes OpenCLvkfft: FFT + iFFT C2C 1D batched in half precisionrealsr-ncnn: 4x - Noopencl-benchmark: INT64 ComputeNVIDIA RTX 4070 SUPERIntel ARC A770 8GbIntel ARC A750intel-gpunvidia-gpuIntel ARC A58011.048.62844.618.9711.1119.88922132600000117646739218170.5438.594323273333335492.69334446.21516680296737052.813117.8167583033333464.8619.80134.88516546.266.862.8555479415.5215.615029914.3071.481.5013215.675.5517.1705.5116.17407.55.4633.9763.8233.4156331.896.831.591.357392970.812.624.3511575078455.0113.92119437.6518.48987.2122117109102407014.2951.309.4512.605.57613599584577389210458437423630.11366.0576339.5934451243170.6212.860.845.073.852.312.253.03587219538.25.9121317056.3234.214105.3579.79119.0547.11453.8046.0461.86480.693.18100.405.14683.923.304853.464675.0624468.279201.6438575.1111171.139624.6617337.5449.1512277.656.813813418.19778.813312779.7910610188.9927.0195.5517.295.9315.4657.309.808102.7580.25119.0047.54432.615.160540185000024663388.54885.3610.25194346666711380.9198.8153.7226.621557332840013219.70846.4431010500000204.239.30266.06681.394.13101.265.2913254427.8426.47330119.4912.392.4283.724.058.2325.1088.0723.36280.17.834242.104081.9521377.748052.9433768.629779.198426.4215200.2744.8249.6042.79122269.676.739.831.705880056.415.485.271394598813262132364584460539602516400416868.9322840.7313898.3221379.2222.7249883.4622049.2015.661400.7915.79932.7899439134396.7231.1718.894469.572.2778.7777.9338302278.15735.3422777224.51813312574.527280.25542540.9747.85551.3503947165.76224.71710573.13315323121812.5270.17245.57172.031.36218.035562.651.711014.93215.9323.9526.521.6901.3810.1732.9002.9051187.3615.752.435.255862539.6243.0122.4417631131.68918.65658.2027.958.087.872.432.402.4328048522898.6743901.283243.837245.4477057194.3828.29101.9124.1011.4411.7157.86279683403.24.84210042610.3560.9639.9830474.8164106.3280.53119.0047.58462.804.096457602500024966798.34133.839.0028072666679758.86114144.0216.331509327790019920.16646.1726539200000187.209.25772.28281.393.48101.575.5942994126.46301968.7012.392.4283.324.1024.05623.41292.87.833636.353504.1318359.496905.6128957.528389.627230.5413055.9249.5642.85122259.777.839.551.695898656.515.715.231373815711010110153822450788505886353014354.2119567.5411908.7318324.9219.5280762.7031777.1813.635408.9015.781051.5133602133388.8527.7420.412524.265.0378.6856.7241455252.66809.4562041205.25013312769.475180.53513439.1345.84575.5149048159.42216.38510570.72305213038812.8580.17644.61168.751.38517.772961.801.731014.97815.8124.1326.341.6801.3730.1722.9162.9201192.9915.682.425.235842639.7443.0922.4252631571.68818.65597.872.432.4023452242633.0443692.084230.756519.4527234693.5424.06106.5615.7037.0529.0451.04248630520.14.8166989511.0991.013OpenBenchmarking.org

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: googlenetIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER20406080100SE +/- 1.35, N = 3SE +/- 2.20, N = 3SE +/- 0.15, N = 3SE +/- 1.21, N = 9106.3293.10105.3511.04MIN: 8.23 / MAX: 114.52MIN: 8.42 / MAX: 113.98MIN: 8.44 / MAX: 114.62MIN: 5.28 / MAX: 1769.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mobilenetIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER20406080100SE +/- 0.40, N = 3SE +/- 0.84, N = 3SE +/- 0.36, N = 3SE +/- 0.47, N = 980.5376.4479.798.62MIN: 12.67 / MAX: 84.4MIN: 9.56 / MAX: 84MIN: 21.72 / MAX: 84.6MIN: 6.42 / MAX: 1101.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: vision_transformer

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vision_transformerIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER2004006008001000SE +/- 0.39, N = 3SE +/- 0.39, N = 3SE +/- 0.24, N = 3SE +/- 87.53, N = 9119.00116.35119.05844.61MIN: 46.34 / MAX: 1866.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet18Intel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER1122334455SE +/- 0.19, N = 3SE +/- 0.87, N = 3SE +/- 0.89, N = 3SE +/- 3.49, N = 947.5843.8147.118.97MIN: 5.09 / MAX: 52.05MIN: 5.02 / MAX: 51.96MIN: 4.95 / MAX: 51.24MIN: 3.94 / MAX: 922.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: regnety_400mIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER100200300400500SE +/- 2.21, N = 3SE +/- 13.66, N = 3SE +/- 11.18, N = 3SE +/- 3.28, N = 9462.80243.66453.8011.11MIN: 23.85 / MAX: 530.99MIN: 23.78 / MAX: 525.86MIN: 23.74 / MAX: 528.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

ProjectPhysX OpenCL-Benchmark

Operation: INT32 Compute

OpenBenchmarking.orgTIOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: INT32 ComputeIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER510152025SE +/- 0.018, N = 3SE +/- 0.004, N = 3SE +/- 0.002, N = 34.0965.05119.8891. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

Hashcat

Benchmark: SHA1

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA1Intel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER5000M10000M15000M20000M25000MSE +/- 49049760.02, N = 4SE +/- 65365351.42, N = 4SE +/- 5140363.15, N = 34576025000540185000022132600000

Hashcat

Benchmark: 7-Zip

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: 7-ZipIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER300K600K900K1200K1500KSE +/- 66.67, N = 3SE +/- 240.37, N = 3SE +/- 1991.93, N = 32496672466331176467

ViennaCL

Test: OpenCL BLAS - sAXPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sAXPYIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER90180270360450SE +/- 1.81, N = 6SE +/- 0.15, N = 3SE +/- 0.00, N = 393.987.9392.01. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Integer Compute INT

OpenBenchmarking.orgGIOPS, More Is Betterclpeak 1.1.2OpenCL Test: Integer Compute INTIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER4K8K12K16K20KSE +/- 3.17, N = 3SE +/- 2.34, N = 3SE +/- 3.14, N = 34133.834885.3618170.541. (CXX) g++ options: -O3

ProjectPhysX OpenCL-Benchmark

Operation: FP32 Compute

OpenBenchmarking.orgTFLOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: FP32 ComputeIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER918273645SE +/- 0.013, N = 3SE +/- 0.010, N = 3SE +/- 0.031, N = 39.00210.22838.5941. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

Hashcat

Benchmark: SHA-512

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA-512Intel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER700M1400M2100M2800M3500MSE +/- 1166666.67, N = 3SE +/- 5228554.08, N = 3SE +/- 1530068.99, N = 38072666679434666673232733333

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS, More Is Betterclpeak 1.1.2OpenCL Test: Single-Precision FloatIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER8K16K24K32K40KSE +/- 1.40, N = 3SE +/- 3.31, N = 3SE +/- 0.99, N = 39758.8611380.9135492.691. (CXX) g++ options: -O3

ViennaCL

Test: OpenCL BLAS - sCOPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sCOPYIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER70140210280350SE +/- 0.58, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3114.097.7334.01. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

cl-mem

Benchmark: Read

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER100200300400500SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3144.0153.7446.21. (CC) gcc options: -O2 -flto -lOpenCL

Unigine Valley

Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGL

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Valley 1.0Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGLIntel ARC A580Intel ARC A750intel-gpunvidia-gpu50100150200250SE +/- 0.14945, N = 3SE +/- 0.79172, N = 3SE +/- 0.00191, N = 3SE +/- 0.36174, N = 3216.33100226.173009.9830474.81640

VkFFT

Test: FFT + iFFT C2C Bluestein in single precision

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.2.31Test: FFT + iFFT C2C Bluestein in single precisionIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER3K6K9K12K15KSE +/- 66.00, N = 12SE +/- 3.76, N = 3SE +/- 102.52, N = 35093557315166-lrt1. (CXX) g++ options: -O3

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: TrueCrypt RIPEMD160 + XTSIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER200K400K600K800K1000KSE +/- 57.74, N = 3SE +/- 200.00, N = 3SE +/- 633.33, N = 3277900328400802967

ViennaCL

Test: OpenCL BLAS - sDOT

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sDOTIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER80160240320400SE +/- 2.40, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31861323701. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

IndigoBench

Acceleration: OpenCL GPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER1224364860SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 320.1719.7152.81

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vgg16Intel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER306090120150SE +/- 0.28, N = 3SE +/- 0.12, N = 3SE +/- 0.14, N = 3SE +/- 29.60, N = 946.1745.5446.04117.81MIN: 29.78 / MAX: 48.34MIN: 23.39 / MAX: 48.99MIN: 28.48 / MAX: 48.53MIN: 17.16 / MAX: 647.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Hashcat

Benchmark: MD5

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: MD5Intel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER14000M28000M42000M56000M70000MSE +/- 254278908.55, N = 3SE +/- 260097949.50, N = 3SE +/- 22430807.19, N = 3265392000003101050000067583033333

ProjectPhysX OpenCL-Benchmark

Operation: Memory Bandwidth Coalesced Read

OpenBenchmarking.orgGB/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: Memory Bandwidth Coalesced ReadIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER100200300400500SE +/- 0.63, N = 3SE +/- 0.74, N = 3SE +/- 0.01, N = 3187.20202.92464.861. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

IndigoBench

Acceleration: OpenCL GPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER510152025SE +/- 0.004, N = 3SE +/- 0.011, N = 3SE +/- 0.009, N = 39.2579.30219.801

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER1632486480SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 372.2866.0761.8634.89

ViennaCL

Test: CPU BLAS - sDOT

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sDOTIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER4080120160200SE +/- 0.92, N = 3SE +/- 0.17, N = 3SE +/- 0.27, N = 3SE +/- 2.73, N = 381.381.380.6165.01. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet50Intel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER20406080100SE +/- 0.83, N = 3SE +/- 1.03, N = 3SE +/- 1.06, N = 3SE +/- 14.70, N = 993.4887.5693.1846.26MIN: 10.45 / MAX: 101.32MIN: 10.81 / MAX: 101.73MIN: 10.54 / MAX: 100.7MIN: 7.71 / MAX: 1829.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: squeezenet_ssdIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER20406080100SE +/- 0.58, N = 3SE +/- 1.33, N = 3SE +/- 0.61, N = 3SE +/- 1.76, N = 9101.5789.54100.406.86MIN: 7.63 / MAX: 108.58MIN: 7.64 / MAX: 108.48MIN: 7.63 / MAX: 107.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenArena

Resolution: 1920 x 1080 - Total Frame Time

OpenBenchmarking.orgMilliseconds, Fewer Is BetterOpenArena 0.8.8Resolution: 1920 x 1080 - Total Frame TimeIntel ARC A580Intel ARC A75048121620Min: 1 / Avg: 1.99 / Max: 14Min: 1 / Avg: 2.05 / Max: 14

Waifu2x-NCNN Vulkan

Scale: 2x - Denoise: 3 - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER1.25872.51743.77615.03486.2935SE +/- 0.011, N = 3SE +/- 0.006, N = 3SE +/- 0.019, N = 3SE +/- 0.014, N = 35.5945.2915.1462.855

VkFFT

Test: FFT + iFFT R2C / C2R

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.2.31Test: FFT + iFFT R2C / C2RIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER12K24K36K48K60KSE +/- 257.48, N = 15SE +/- 57.59, N = 3SE +/- 702.53, N = 15299413254454794-lrt1. (CXX) g++ options: -O3

TensorFlow

Device: GPU - Batch Size: 64 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 64 - Model: GoogLeNetIntel ARC A750NVIDIA RTX 4070 SUPER714212835SE +/- 0.06, N = 327.8415.52

TensorFlow

Device: GPU - Batch Size: 32 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 32 - Model: GoogLeNetIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER612182430SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 226.4626.4715.61

VkFFT

Test: FFT + iFFT C2C multidimensional in single precision

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.2.31Test: FFT + iFFT C2C multidimensional in single precisionIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER11K22K33K44K55KSE +/- 408.80, N = 13SE +/- 17.37, N = 3SE +/- 407.19, N = 15301963301150299-lrt1. (CXX) g++ options: -O3

ProjectPhysX OpenCL-Benchmark

Operation: INT8 Compute

OpenBenchmarking.orgTIOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: INT8 ComputeIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER48121620SE +/- 0.057, N = 3SE +/- 0.057, N = 3SE +/- 0.046, N = 38.7019.47014.3071. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

TensorFlow

Device: GPU - Batch Size: 16 - Model: VGG-16

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 16 - Model: VGG-16Intel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER0.53781.07561.61342.15122.689SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 22.392.391.48

TensorFlow

Device: GPU - Batch Size: 32 - Model: VGG-16

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 32 - Model: VGG-16Intel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER0.54451.0891.63352.1782.7225SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.422.421.50

ViennaCL

Test: CPU BLAS - sCOPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sCOPYIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER306090120150SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.41, N = 3SE +/- 1.20, N = 383.383.783.9132.01. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

TensorFlow

Device: GPU - Batch Size: 16 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 16 - Model: GoogLeNetIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER612182430SE +/- 0.20, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 324.1024.0515.67

TensorFlow

Device: GPU - Batch Size: 64 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 64 - Model: ResNet-50Intel ARC A750NVIDIA RTX 4070 SUPER246810SE +/- 0.01, N = 3SE +/- 0.01, N = 28.235.55

ProjectPhysX OpenCL-Benchmark

Operation: INT16 Compute

OpenBenchmarking.orgTIOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: INT16 ComputeIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER612182430SE +/- 0.17, N = 3SE +/- 0.19, N = 3SE +/- 0.00, N = 324.0624.3917.171. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

TensorFlow

Device: GPU - Batch Size: 32 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 32 - Model: ResNet-50Intel ARC A750NVIDIA RTX 4070 SUPER246810SE +/- 0.03, N = 3SE +/- 0.01, N = 28.075.51

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: alexnetIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER612182430SE +/- 0.05, N = 3SE +/- 0.16, N = 3SE +/- 0.18, N = 3SE +/- 5.86, N = 923.4122.0023.3016.17MIN: 3.58 / MAX: 25.27MIN: 3.54 / MAX: 25.29MIN: 3.6 / MAX: 25.53MIN: 3.52 / MAX: 436.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

cl-mem

Benchmark: Write

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER90180270360450SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 1.11, N = 3292.8280.1407.51. (CC) gcc options: -O2 -flto -lOpenCL

TensorFlow

Device: GPU - Batch Size: 16 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 16 - Model: ResNet-50Intel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER246810SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 27.837.835.46

vkpeak

int32-vec4

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int32-vec4Intel ARC A580Intel ARC A750Intel ARC A770 8Gb10002000300040005000SE +/- 0.06, N = 3SE +/- 0.28, N = 3SE +/- 0.03, N = 33636.354242.104853.46

vkpeak

int32-scalar

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int32-scalarIntel ARC A580Intel ARC A750Intel ARC A770 8Gb10002000300040005000SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.04, N = 33504.134081.954675.06

vkpeak

fp16-scalar

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp16-scalarIntel ARC A580Intel ARC A750Intel ARC A770 8Gb5K10K15K20K25KSE +/- 0.10, N = 3SE +/- 0.43, N = 3SE +/- 0.22, N = 318359.4921377.7424468.27

vkpeak

int16-scalar

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int16-scalarIntel ARC A580Intel ARC A750Intel ARC A770 8Gb2K4K6K8K10KSE +/- 0.07, N = 3SE +/- 0.35, N = 3SE +/- 0.19, N = 36905.618052.949201.64

vkpeak

fp16-vec4

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp16-vec4Intel ARC A580Intel ARC A750Intel ARC A770 8Gb8K16K24K32K40KSE +/- 0.72, N = 3SE +/- 0.50, N = 3SE +/- 0.43, N = 328957.5233768.5238575.11

vkpeak

fp32-vec4

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp32-vec4Intel ARC A580Intel ARC A750Intel ARC A770 8Gb2K4K6K8K10KSE +/- 0.09, N = 3SE +/- 13.67, N = 3SE +/- 0.27, N = 38389.629765.8711171.13

vkpeak

int16-vec4

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int16-vec4Intel ARC A580Intel ARC A750Intel ARC A770 8Gb2K4K6K8K10KSE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 37230.548426.429624.66

vkpeak

fp32-scalar

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp32-scalarIntel ARC A580Intel ARC A750Intel ARC A770 8Gb4K8K12K16K20KSE +/- 0.91, N = 3SE +/- 1.49, N = 3SE +/- 3.56, N = 313055.9215199.6417337.54

TensorFlow

Device: GPU - Batch Size: 64 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 64 - Model: AlexNetIntel ARC A750NVIDIA RTX 4070 SUPER1020304050SE +/- 0.18, N = 344.8233.97

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: yolov4-tinyIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER1428425670SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 10.56, N = 949.5648.7749.1563.82MIN: 18.28 / MAX: 52.1MIN: 16.94 / MAX: 52.55MIN: 20.41 / MAX: 52.43MIN: 10.28 / MAX: 858.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

TensorFlow

Device: GPU - Batch Size: 32 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 32 - Model: AlexNetIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER1020304050SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.15, N = 242.8542.7933.40

ViennaCL

Test: CPU BLAS - sAXPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sAXPYIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER306090120150SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 2.19, N = 31221221221561. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER70140210280350SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 3259.7269.6331.81. (CC) gcc options: -O2 -flto -lOpenCL

ViennaCL

Test: CPU BLAS - dDOT

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dDOTIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER20406080100SE +/- 0.27, N = 3SE +/- 0.15, N = 3SE +/- 0.53, N = 3SE +/- 0.09, N = 377.876.777.696.81. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

TensorFlow

Device: GPU - Batch Size: 16 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 16 - Model: AlexNetIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER918273645SE +/- 0.40, N = 3SE +/- 0.42, N = 3SE +/- 0.17, N = 339.5539.8331.59

TensorFlow

Device: GPU - Batch Size: 1 - Model: VGG-16

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 1 - Model: VGG-16Intel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER0.38250.7651.14751.531.9125SE +/- 0.00, N = 3SE +/- 0.01, N = 31.691.701.35

VkFFT

Test: FFT + iFFT C2C 1D batched in single precision

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.2.31Test: FFT + iFFT C2C 1D batched in single precisionIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER16K32K48K64K80KSE +/- 54.76, N = 3SE +/- 38.85, N = 3SE +/- 7.94, N = 3589865880073929-lrt1. (CXX) g++ options: -O3

ViennaCL

Test: CPU BLAS - dCOPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dCOPYIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER1632486480SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.32, N = 356.556.456.870.81. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

TensorFlow

Device: GPU - Batch Size: 1 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 1 - Model: GoogLeNetIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER48121620SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.17, N = 215.7115.4812.62

TensorFlow

Device: GPU - Batch Size: 1 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 1 - Model: ResNet-50Intel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER1.18582.37163.55744.74325.929SE +/- 0.04, N = 8SE +/- 0.06, N = 35.235.274.35

ViennaCL

Test: CPU BLAS - dGEMM-TN

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TNIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER306090120150SE +/- 1.86, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.00, N = 21371391381151. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneIntel ARC A580Intel ARC A75010K20K30K40K50KSE +/- 58.92, N = 3SE +/- 191.00, N = 33815745988

LuxMark

OpenCL Device: CPU+GPU - Scene: Hotel

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: CPU+GPU - Scene: HotelIntel ARC A580Intel ARC A7503K6K9K12K15KSE +/- 1.76, N = 3SE +/- 0.33, N = 31101013262

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelIntel ARC A580Intel ARC A7503K6K9K12K15KSE +/- 11.33, N = 3SE +/- 25.67, N = 31101513236

LuxMark

OpenCL Device: CPU+GPU - Scene: Microphone

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: CPU+GPU - Scene: MicrophoneIntel ARC A580Intel ARC A75010K20K30K40K50KSE +/- 9.50, N = 3SE +/- 14.17, N = 33822445844

LuxMark

OpenCL Device: CPU+GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: CPU+GPU - Scene: Luxball HDRIntel ARC A580Intel ARC A75013K26K39K52K65KSE +/- 62.27, N = 3SE +/- 154.09, N = 35078860539

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRIntel ARC A580Intel ARC A75013K26K39K52K65KSE +/- 167.49, N = 3SE +/- 144.44, N = 35058860251

VkFFT

Test: FFT + iFFT C2C 1D batched in single precision, no reshuffling

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.2.31Test: FFT + iFFT C2C 1D batched in single precision, no reshufflingIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER16K32K48K64K80KSE +/- 4.48, N = 3SE +/- 48.89, N = 3SE +/- 37.77, N = 3635306400475078-lrt1. (CXX) g++ options: -O3

vkpeak

fp32-scalar

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20240505fp32-scalarIntel ARC A580Intel ARC A7504K8K12K16K20KSE +/- 6.23, N = 3SE +/- 26.85, N = 314354.2116868.93

vkpeak

fp16-vec4

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20240505fp16-vec4Intel ARC A580Intel ARC A7505K10K15K20K25KSE +/- 0.47, N = 3SE +/- 0.55, N = 319567.5422840.73

vkpeak

fp32-vec4

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20240505fp32-vec4Intel ARC A580Intel ARC A7503K6K9K12K15KSE +/- 0.40, N = 3SE +/- 0.79, N = 311908.7313898.32

vkpeak

fp16-scalar

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20240505fp16-scalarIntel ARC A580Intel ARC A7505K10K15K20K25KSE +/- 0.21, N = 3SE +/- 1.00, N = 318324.9221379.22

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: MD5 Hash

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: MD5 HashIntel ARC A580Intel ARC A750510152025SE +/- 0.03, N = 3SE +/- 0.01, N = 319.5322.721. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

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 BandwidthIntel ARC A580Intel ARC A7502004006008001000SE +/- 0.14, N = 3SE +/- 0.34, N = 3762.70883.461. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: GEMM SGEMM_N

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: GEMM SGEMM_NIntel ARC A580Intel ARC A750400800120016002000SE +/- 3.79, N = 3SE +/- 15.19, N = 151777.182049.201. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

ProjectPhysX OpenCL-Benchmark

Operation: FP16 Compute

OpenBenchmarking.orgTFLOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: FP16 ComputeIntel ARC A580Intel ARC A75048121620SE +/- 0.03, N = 3SE +/- 0.06, N = 313.6415.551. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

ProjectPhysX OpenCL-Benchmark

Operation: Memory Bandwidth Coalesced Write

OpenBenchmarking.orgGB/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: Memory Bandwidth Coalesced WriteIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER100200300400500SE +/- 0.52, N = 3SE +/- 0.56, N = 3SE +/- 0.14, N = 3408.90398.15455.011. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

TensorFlow

Device: GPU - Batch Size: 1 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 1 - Model: AlexNetIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER48121620SE +/- 0.16, N = 3SE +/- 0.16, N = 3SE +/- 0.22, N = 215.7815.7913.92

Xonotic

Resolution: 1920 x 1080 - Effects Quality: Low

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.6Resolution: 1920 x 1080 - Effects Quality: LowIntel ARC A580Intel ARC A7502004006008001000SE +/- 11.78, N = 3SE +/- 7.95, N = 31051.51932.79MIN: 704 / MAX: 1770MIN: 597 / MAX: 1516

ViennaCL

Test: CPU BLAS - dGEMM-NN

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NNIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER306090120150SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 4.04, N = 31331341341191. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS, More Is Betterclpeak 1.1.2OpenCL Test: Global Memory BandwidthIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER90180270360450SE +/- 0.13, N = 3SE +/- 0.13, N = 3SE +/- 0.02, N = 3388.85396.72437.651. (CXX) g++ options: -O3

SPECViewPerf 2020

Resolution: 1920 x 1080 - Viewset: ENERGY-03

OpenBenchmarking.orgComposite Score, More Is BetterSPECViewPerf 2020 3.0Resolution: 1920 x 1080 - Viewset: ENERGY-03Intel ARC A580Intel ARC A750714212835SE +/- 0.00, N = 3SE +/- 0.00, N = 327.7431.17

VkResample

Upscale: 2x - Precision: Single

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER510152025SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 320.4118.8918.2018.491. (CXX) g++ options: -O3

OpenArena

Resolution: 1920 x 1080

OpenBenchmarking.orgFrames Per Second, More Is BetterOpenArena 0.8.8Resolution: 1920 x 1080Intel ARC A580Intel ARC A750110220330440550SE +/- 4.78, N = 15SE +/- 6.89, N = 15524.2469.5MIN: 1MIN: 1

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.13Test: Many Spheres - Resolution: 1920 x 1080Intel ARC A580Intel ARC A7501632486480SE +/- 0.98, N = 15SE +/- 0.80, N = 565.0372.27

ViennaCL

Test: CPU BLAS - dAXPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dAXPYIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER20406080100SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 378.678.778.887.21. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

Xonotic

Resolution: 1920 x 1080 - Effects Quality: High

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.6Resolution: 1920 x 1080 - Effects Quality: HighIntel ARC A580Intel ARC A7502004006008001000SE +/- 6.14, N = 15SE +/- 3.18, N = 3856.72777.93MIN: 458 / MAX: 1375MIN: 437 / MAX: 1200

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.13Test: Wavelet Contour - Resolution: 1920 x 1080Intel ARC A580Intel ARC A75060120180240300SE +/- 2.75, N = 4SE +/- 0.99, N = 3252.66278.15

Xonotic

Resolution: 1920 x 1080 - Effects Quality: Ultra

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.6Resolution: 1920 x 1080 - Effects Quality: UltraIntel ARC A580Intel ARC A7502004006008001000SE +/- 3.16, N = 3SE +/- 8.54, N = 3809.46735.34MIN: 319 / MAX: 1303MIN: 308 / MAX: 1171

Unigine Heaven

Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGL

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Heaven 4.0Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGLIntel ARC A580Intel ARC A75050100150200250SE +/- 0.23, N = 3SE +/- 0.14, N = 3205.25224.52

ViennaCL

Test: CPU BLAS - dGEMM-TT

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TTIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 2.08, N = 31331331331221. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dGEMM-NT

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NTIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER306090120150SE +/- 1.20, N = 3SE +/- 1.53, N = 3SE +/- 0.33, N = 3SE +/- 2.08, N = 31271251271171. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Reduction

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: ReductionIntel ARC A580Intel ARC A75020406080100SE +/- 0.64, N = 7SE +/- 0.04, N = 369.4874.531. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

NCNN

Target: Vulkan GPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3Intel ARC A580Intel ARC A750Intel ARC A770 8Gb20406080100SE +/- 0.40, N = 3SE +/- 0.84, N = 3SE +/- 0.36, N = 380.5376.4479.79MIN: 12.67 / MAX: 84.4MIN: 9.56 / MAX: 84MIN: 21.72 / MAX: 84.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

VkFFT

Test: FFT + iFFT C2C Bluestein in single precision

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.3.4Test: FFT + iFFT C2C Bluestein in single precisionIntel ARC A580Intel ARC A75012002400360048006000SE +/- 18.21, N = 3SE +/- 58.43, N = 3513454251. (CXX) g++ options: -O3

SPECViewPerf 2020

Resolution: 1920 x 1080 - Viewset: MEDICAL-O3

OpenBenchmarking.orgComposite Score, More Is BetterSPECViewPerf 2020 3.0Resolution: 1920 x 1080 - Viewset: MEDICAL-O3Intel ARC A580Intel ARC A750918273645SE +/- 0.00, N = 3SE +/- 0.00, N = 339.1340.97

SPECViewPerf 2020

Resolution: 1920 x 1080 - Viewset: CATIA-06

OpenBenchmarking.orgComposite Score, More Is BetterSPECViewPerf 2020 3.0Resolution: 1920 x 1080 - Viewset: CATIA-06Intel ARC A580Intel ARC A7501122334455SE +/- 0.10, N = 3SE +/- 0.05, N = 345.8447.85

Xonotic

Resolution: 1920 x 1080 - Effects Quality: Ultimate

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.6Resolution: 1920 x 1080 - Effects Quality: UltimateIntel ARC A580Intel ARC A750120240360480600SE +/- 5.72, N = 3SE +/- 2.85, N = 3575.51551.35MIN: 106 / MAX: 1264MIN: 110 / MAX: 1221

SPECViewPerf 2020

Resolution: 1920 x 1080 - Viewset: MAYA-06

OpenBenchmarking.orgComposite Score, More Is BetterSPECViewPerf 2020 3.0Resolution: 1920 x 1080 - Viewset: MAYA-06Intel ARC A580Intel ARC A7504080120160200SE +/- 0.08, N = 3SE +/- 0.32, N = 3159.42165.76

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: S3D

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: S3DIntel ARC A580Intel ARC A75050100150200250SE +/- 0.20, N = 3SE +/- 0.74, N = 3216.39224.721. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

ViennaCL

Test: CPU BLAS - dGEMV-T

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-TIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER20406080100SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 31051051061091. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

SPECViewPerf 2020

Resolution: 1920 x 1080 - Viewset: SOLIDWORKS-07

OpenBenchmarking.orgComposite Score, More Is BetterSPECViewPerf 2020 3.0Resolution: 1920 x 1080 - Viewset: SOLIDWORKS-07Intel ARC A580Intel ARC A7501632486480SE +/- 0.00, N = 3SE +/- 0.01, N = 370.7273.13

VkFFT

Test: FFT + iFFT C2C multidimensional in single precision

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.3.4Test: FFT + iFFT C2C multidimensional in single precisionIntel ARC A580Intel ARC A7507K14K21K28K35KSE +/- 20.17, N = 3SE +/- 251.38, N = 1230521315321. (CXX) g++ options: -O3

VkFFT

Test: FFT + iFFT R2C / C2R

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.3.4Test: FFT + iFFT R2C / C2RIntel ARC A580Intel ARC A7507K14K21K28K35KSE +/- 118.37, N = 3SE +/- 232.00, N = 1530388312181. (CXX) g++ options: -O3

IndigoBench

Acceleration: CPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarIntel ARC A580Intel ARC A7503691215SE +/- 0.13, N = 3SE +/- 0.03, N = 312.8612.53

Darktable

Test: Server Rack - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.8.1Test: Server Rack - Acceleration: OpenCLIntel ARC A580Intel ARC A7500.03960.07920.11880.15840.198SE +/- 0.002, N = 3SE +/- 0.000, N = 30.1760.172

TensorFlow

Device: GPU - Batch Size: 64 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 64 - Model: AlexNetIntel ARC A580Intel ARC A7501020304050SE +/- 0.12, N = 3SE +/- 0.18, N = 344.6145.57

SPECViewPerf 2020

Resolution: 1920 x 1080 - Viewset: SNX-04

OpenBenchmarking.orgComposite Score, More Is BetterSPECViewPerf 2020 3.0Resolution: 1920 x 1080 - Viewset: SNX-04Intel ARC A580Intel ARC A7504080120160200SE +/- 0.33, N = 3SE +/- 0.08, N = 3168.75172.03

Darktable

Test: Server Room - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.8.1Test: Server Room - Acceleration: OpenCLIntel ARC A580Intel ARC A7500.31160.62320.93481.24641.558SE +/- 0.005, N = 3SE +/- 0.001, N = 31.3851.362

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Triad

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: TriadIntel ARC A580Intel ARC A75048121620SE +/- 0.02, N = 3SE +/- 0.01, N = 317.7718.041. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

SPECViewPerf 2020

Resolution: 1920 x 1080 - Viewset: CREO-03

OpenBenchmarking.orgComposite Score, More Is BetterSPECViewPerf 2020 3.0Resolution: 1920 x 1080 - Viewset: CREO-03Intel ARC A580Intel ARC A7501428425670SE +/- 0.04, N = 3SE +/- 0.06, N = 361.8062.65

TensorFlow

Device: GPU - Batch Size: 1 - Model: VGG-16

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 1 - Model: VGG-16Intel ARC A580Intel ARC A7500.38930.77861.16791.55721.9465SE +/- 0.01, N = 3SE +/- 0.01, N = 31.731.71

ViennaCL

Test: CPU BLAS - dGEMV-N

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-NIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER20406080100SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 31011011011021. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

IndigoBench

Acceleration: CPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomIntel ARC A580Intel ARC A7501.12012.24023.36034.48045.6005SE +/- 0.015, N = 3SE +/- 0.046, N = 34.9784.932

TensorFlow

Device: GPU - Batch Size: 1 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 1 - Model: AlexNetIntel ARC A580Intel ARC A75048121620SE +/- 0.15, N = 6SE +/- 0.11, N = 1215.8115.93

TensorFlow

Device: GPU - Batch Size: 16 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 16 - Model: GoogLeNetIntel ARC A580Intel ARC A750612182430SE +/- 0.20, N = 3SE +/- 0.03, N = 324.1323.95

TensorFlow

Device: GPU - Batch Size: 32 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 32 - Model: GoogLeNetIntel ARC A580Intel ARC A750612182430SE +/- 0.06, N = 3SE +/- 0.03, N = 326.3426.52

Darktable

Test: Masskrug - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.8.1Test: Masskrug - Acceleration: OpenCLIntel ARC A580Intel ARC A7500.38030.76061.14091.52121.9015SE +/- 0.006, N = 3SE +/- 0.005, N = 31.6801.690

Darktable

Test: Server Room - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.8.1Test: Server Room - Acceleration: CPU-onlyIntel ARC A580Intel ARC A7500.31070.62140.93211.24281.5535SE +/- 0.004, N = 3SE +/- 0.008, N = 31.3731.381

Darktable

Test: Server Rack - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.8.1Test: Server Rack - Acceleration: CPU-onlyIntel ARC A580Intel ARC A7500.03890.07780.11670.15560.1945SE +/- 0.001, N = 3SE +/- 0.001, N = 30.1720.173

Darktable

Test: Boat - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.8.1Test: Boat - Acceleration: OpenCLIntel ARC A580Intel ARC A7500.65611.31221.96832.62443.2805SE +/- 0.004, N = 3SE +/- 0.011, N = 32.9162.900

Darktable

Test: Boat - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.8.1Test: Boat - Acceleration: CPU-onlyIntel ARC A580Intel ARC A7500.6571.3141.9712.6283.285SE +/- 0.005, N = 3SE +/- 0.012, N = 32.9202.905

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: FFT SP

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: FFT SPIntel ARC A580Intel ARC A75030060090012001500SE +/- 12.21, N = 3SE +/- 9.13, N = 31192.991187.361. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

TensorFlow

Device: GPU - Batch Size: 1 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 1 - Model: GoogLeNetIntel ARC A580Intel ARC A75048121620SE +/- 0.07, N = 3SE +/- 0.10, N = 315.6815.75

TensorFlow

Device: GPU - Batch Size: 32 - Model: VGG-16

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 32 - Model: VGG-16Intel ARC A580Intel ARC A7500.54681.09361.64042.18722.734SE +/- 0.01, N = 3SE +/- 0.00, N = 32.422.43

TensorFlow

Device: GPU - Batch Size: 1 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 1 - Model: ResNet-50Intel ARC A580Intel ARC A7501.18132.36263.54394.72525.9065SE +/- 0.05, N = 4SE +/- 0.05, N = 85.235.25

VkFFT

Test: FFT + iFFT C2C 1D batched in single precision

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.3.4Test: FFT + iFFT C2C 1D batched in single precisionIntel ARC A580Intel ARC A75013K26K39K52K65KSE +/- 583.21, N = 3SE +/- 70.72, N = 358426586251. (CXX) g++ options: -O3

TensorFlow

Device: GPU - Batch Size: 16 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 16 - Model: AlexNetIntel ARC A580Intel ARC A750918273645SE +/- 0.33, N = 8SE +/- 0.26, N = 1539.7439.62

TensorFlow

Device: GPU - Batch Size: 32 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 32 - Model: AlexNetIntel ARC A580Intel ARC A7501020304050SE +/- 0.27, N = 3SE +/- 0.23, N = 343.0943.01

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 ReadbackIntel ARC A580Intel ARC A750510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 322.4322.441. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

VkFFT

Test: FFT + iFFT C2C 1D batched in single precision, no reshuffling

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.3.4Test: FFT + iFFT C2C 1D batched in single precision, no reshufflingIntel ARC A580Intel ARC A75014K28K42K56K70KSE +/- 36.04, N = 3SE +/- 527.31, N = 363157631131. (CXX) g++ options: -O3

Darktable

Test: Masskrug - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.8.1Test: Masskrug - Acceleration: CPU-onlyIntel ARC A580Intel ARC A7500.380.761.141.521.9SE +/- 0.005, N = 3SE +/- 0.009, N = 31.6881.689

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 DownloadIntel ARC A580Intel ARC A750510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 318.6618.661. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

TensorFlow

Device: GPU - Batch Size: 64 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 64 - Model: ResNet-50Intel ARC A750246810SE +/- 0.02, N = 38.20

TensorFlow

Device: GPU - Batch Size: 64 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 64 - Model: GoogLeNetIntel ARC A750714212835SE +/- 0.01, N = 327.95

TensorFlow

Device: GPU - Batch Size: 32 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 32 - Model: ResNet-50Intel ARC A750246810SE +/- 0.06, N = 38.08

TensorFlow

Device: GPU - Batch Size: 16 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 16 - Model: ResNet-50Intel ARC A580Intel ARC A750246810SE +/- 0.01, N = 3SE +/- 0.02, N = 37.877.87

TensorFlow

Device: GPU - Batch Size: 64 - Model: VGG-16

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 64 - Model: VGG-16Intel ARC A580Intel ARC A7500.54681.09361.64042.18722.734SE +/- 0.01, N = 2SE +/- 0.01, N = 32.432.43

TensorFlow

Device: GPU - Batch Size: 16 - Model: VGG-16

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 16 - Model: VGG-16Intel ARC A580Intel ARC A7500.541.081.622.162.7SE +/- 0.00, N = 3SE +/- 0.00, N = 32.402.40

TensorFlow

Device: GPU - Batch Size: 64 - Model: VGG-16

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 64 - Model: VGG-16Intel ARC A7500.54681.09361.64042.18722.734SE +/- 0.00, N = 32.43

NeatBench

Acceleration: GPU

OpenBenchmarking.orgFPS, More Is BetterNeatBench 5Acceleration: GPUNVIDIA RTX 4070 SUPER9001800270036004500SE +/- 0.00, N = 34070

Blender

Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXNVIDIA RTX 4070 SUPER48121620SE +/- 0.03, N = 314.29

Blender

Blend File: Barbershop - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Barbershop - Compute: NVIDIA OptiXNVIDIA RTX 4070 SUPER1224364860SE +/- 0.10, N = 351.30

Blender

Blend File: Fishy Cat - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Fishy Cat - Compute: NVIDIA OptiXNVIDIA RTX 4070 SUPER3691215SE +/- 0.06, N = 139.45

Blender

Blend File: Classroom - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Classroom - Compute: NVIDIA OptiXNVIDIA RTX 4070 SUPER3691215SE +/- 0.00, N = 312.60

Blender

Blend File: BMW27 - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: BMW27 - Compute: NVIDIA OptiXNVIDIA RTX 4070 SUPER1.25332.50663.75995.01326.2665SE +/- 0.06, N = 135.57

ViennaCL

Test: OpenCL BLAS - dGEMM-TT

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TTNVIDIA RTX 4070 SUPER130260390520650SE +/- 0.00, N = 36131. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dGEMM-TN

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-TNNVIDIA RTX 4070 SUPER130260390520650SE +/- 0.00, N = 35991. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dGEMM-NT

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NTNVIDIA RTX 4070 SUPER130260390520650SE +/- 0.00, N = 35841. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dGEMM-NN

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMM-NNNVIDIA RTX 4070 SUPER120240360480600SE +/- 0.00, N = 35771. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dGEMV-T

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMV-TNVIDIA RTX 4070 SUPER80160240320400SE +/- 0.00, N = 33891. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dGEMV-N

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dGEMV-NNVIDIA RTX 4070 SUPER50100150200250SE +/- 0.33, N = 32101. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dDOT

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dDOTNVIDIA RTX 4070 SUPER100200300400500SE +/- 0.00, N = 34581. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dAXPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dAXPYNVIDIA RTX 4070 SUPER90180270360450SE +/- 0.00, N = 34371. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: OpenCL BLAS - dCOPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - dCOPYNVIDIA RTX 4070 SUPER90180270360450SE +/- 0.33, N = 34231. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Double-Precision Double

OpenBenchmarking.orgGFLOPS, More Is Betterclpeak 1.1.2OpenCL Test: Double-Precision DoubleNVIDIA RTX 4070 SUPER140280420560700SE +/- 0.98, N = 3630.111. (CXX) g++ options: -O3

FAHBench

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2NVIDIA RTX 4070 SUPER80160240320400SE +/- 0.39, N = 3366.06

VkResample

Upscale: 2x - Precision: Double

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: DoubleNVIDIA RTX 4070 SUPER70140210280350SE +/- 0.30, N = 3339.591. (CXX) g++ options: -O3

VkFFT

Test: FFT + iFFT C2C Bluestein benchmark in double precision

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.2.31Test: FFT + iFFT C2C Bluestein benchmark in double precisionNVIDIA RTX 4070 SUPER10002000300040005000SE +/- 12.55, N = 344511. (CXX) g++ options: -O3 -lrt

VkFFT

Test: FFT + iFFT C2C 1D batched in double precision

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.2.31Test: FFT + iFFT C2C 1D batched in double precisionNVIDIA RTX 4070 SUPER5K10K15K20K25KSE +/- 146.69, N = 3243171. (CXX) g++ options: -O3 -lrt

ProjectPhysX OpenCL-Benchmark

Operation: FP64 Compute

OpenBenchmarking.orgTFLOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: FP64 ComputeNVIDIA RTX 4070 SUPER0.13970.27940.41910.55880.6985SE +/- 0.000, N = 30.6211. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Max SP Flops

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Max SP FlopsIntel ARC A580Intel ARC A750600K1200K1800K2400K3000KSE +/- 154699.96, N = 15SE +/- 132865.40, N = 12234522428048521. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.13Test: Wavelet Contour - Resolution: 1920 x 1080Intel ARC A580Intel ARC A7506001200180024003000SE +/- 28.63, N = 4SE +/- 10.34, N = 32633.042898.67

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.13Test: Wavelet Volume - Resolution: 1920 x 1080Intel ARC A580Intel ARC A7508001600240032004000SE +/- 35.11, N = 15SE +/- 73.43, N = 153692.083901.28

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.13Test: Wavelet Volume - Resolution: 1920 x 1080Intel ARC A580Intel ARC A75050100150200250SE +/- 2.19, N = 15SE +/- 4.59, N = 15230.75243.83

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.13Test: Many Spheres - Resolution: 1920 x 1080Intel ARC A580Intel ARC A75016003200480064008000SE +/- 98.62, N = 15SE +/- 80.48, N = 56519.457245.45

VkFFT

Test: FFT + iFFT C2C 1D batched in half precision

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.3.4Test: FFT + iFFT C2C 1D batched in half precisionIntel ARC A580Intel ARC A75015K30K45K60K75KSE +/- 1441.23, N = 12SE +/- 2534.09, N = 1572346705711. (CXX) g++ options: -O3

NCNN

Target: Vulkan GPU - Model: FastestDet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: FastestDetIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER20406080100SE +/- 1.06, N = 3SE +/- 4.25, N = 3SE +/- 2.65, N = 3SE +/- 0.29, N = 993.5461.4788.992.86MIN: 5.44 / MAX: 102.43MIN: 5.39 / MAX: 102MIN: 5.39 / MAX: 101.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: blazefaceIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER714212835SE +/- 9.84, N = 3SE +/- 2.78, N = 3SE +/- 13.01, N = 3SE +/- 0.04, N = 924.067.7127.010.84MIN: 2.55 / MAX: 57MIN: 2.58 / MAX: 55.58MIN: 2.51 / MAX: 56.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: efficientnet-b0Intel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER20406080100SE +/- 3.44, N = 3SE +/- 2.82, N = 3SE +/- 1.81, N = 3SE +/- 0.97, N = 9106.5654.5695.555.07MIN: 6.77 / MAX: 121.55MIN: 6.64 / MAX: 119.78MIN: 6.7 / MAX: 121.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mnasnetIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER714212835SE +/- 7.50, N = 3SE +/- 0.84, N = 3SE +/- 4.53, N = 3SE +/- 1.31, N = 915.7012.0017.293.85MIN: 3.96 / MAX: 70.57MIN: 4.04 / MAX: 70.29MIN: 3.85 / MAX: 70.64MIN: 1.89 / MAX: 1093.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: shufflenet-v2Intel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER918273645SE +/- 23.69, N = 3SE +/- 0.01, N = 3SE +/- 0.64, N = 3SE +/- 0.34, N = 837.054.875.932.31MIN: 4.64 / MAX: 94.33MIN: 4.71 / MAX: 5.19MIN: 4.68 / MAX: 91.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Intel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER714212835SE +/- 13.05, N = 3SE +/- 3.80, N = 3SE +/- 5.47, N = 3SE +/- 0.16, N = 929.049.3715.462.25MIN: 4.39 / MAX: 85.51MIN: 4.43 / MAX: 84.15MIN: 4.32 / MAX: 85.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Intel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER1428425670SE +/- 2.81, N = 3SE +/- 2.78, N = 3SE +/- 5.70, N = 3SE +/- 0.44, N = 951.0438.3357.303.03MIN: 4.14 / MAX: 72.47MIN: 4.08 / MAX: 72.04MIN: 4.06 / MAX: 71.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

MandelGPU

OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPUIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER130M260M390M520M650MSE +/- 600066.13, N = 3SE +/- 5085622.05, N = 15SE +/- 467034.80, N = 3248630520.1279683403.2587219538.21. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

FinanceBench

Benchmark: Black-Scholes OpenCL

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Black-Scholes OpenCLIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER1.33022.66043.99065.32086.651SE +/- 0.279, N = 15SE +/- 0.213, N = 12SE +/- 0.114, N = 154.8164.8425.9121. (CXX) g++ options: -O3 -march=native -fopenmp

VkFFT

Test: FFT + iFFT C2C 1D batched in half precision

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.2.31Test: FFT + iFFT C2C 1D batched in half precisionIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER30K60K90K120K150KSE +/- 1784.34, N = 12SE +/- 82.39, N = 3SE +/- 159.17, N = 369895100426131705-lrt1. (CXX) g++ options: -O3

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoIntel ARC A580Intel ARC A750Intel ARC A770 8GbNVIDIA RTX 4070 SUPER3691215SE +/- 0.021, N = 3SE +/- 0.008, N = 3SE +/- 0.018, N = 3SE +/- 0.150, N = 1511.09910.3569.8086.323

ProjectPhysX OpenCL-Benchmark

Operation: INT64 Compute

OpenBenchmarking.orgTIOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: INT64 ComputeIntel ARC A580Intel ARC A750NVIDIA RTX 4070 SUPER0.94821.89642.84463.79284.741SE +/- 0.004, N = 3SE +/- 0.038, N = 3SE +/- 0.015, N = 31.0130.9454.2141. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

Phoronix Test Suite v10.8.5