RTX 4070 SUPER

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

HTML result view exported from: https://openbenchmarking.org/result/2412092-NE-INTELGPU196&rdt&grs.

RTX 4070 SUPERProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLCompilerFile-SystemScreen ResolutionNVIDIA RTX 4070 SUPERintel-gpunvidia-gpuIntel ARC A770 8GbIntel ARC A750Intel 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 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 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 3.0OpenBenchmarking.orgKernel Details- NVIDIA RTX 4070 SUPER: Transparent Huge Pages: always- intel-gpu: Transparent Huge Pages: madvise- nvidia-gpu: Transparent Huge Pages: madvise- Intel ARC A770 8Gb: Transparent Huge Pages: madvise- Intel ARC A750: 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 Processor Details- NVIDIA RTX 4070 SUPER: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x11d- 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 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 2.5.8Graphics 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-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 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 Environment Details- nvidia-gpu: __GLX_VENDOR_LIBRARY_NAME=nvidiaPython Details- Intel ARC A770 8Gb, Intel ARC A750: Python 3.12.7

RTX 4070 SUPERncnn: Vulkan GPU - googlenetncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU - vision_transformerncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - regnety_400mhashcat: 7-Zipviennacl: OpenCL BLAS - sAXPYhashcat: SHA1opencl-benchmark: INT32 Computeopencl-benchmark: FP32 Computeclpeak: Integer Compute INThashcat: SHA-512viennacl: OpenCL BLAS - sCOPYclpeak: Single-Precision Floatunigine-valley: 1920 x 1080 - Fullscreen - OpenGLcl-mem: Readviennacl: OpenCL BLAS - sDOTvkfft: FFT + iFFT C2C Bluestein in single precisionindigobench: OpenCL GPU - Supercarhashcat: TrueCrypt RIPEMD160 + XTSopencl-benchmark: Memory Bandwidth Coalesced Readhashcat: MD5indigobench: OpenCL GPU - Bedroomviennacl: CPU BLAS - sDOTncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - squeezenet_ssdrealsr-ncnn: 4x - Yeswaifu2x-ncnn: 2x - 3 - Yesvkfft: FFT + iFFT R2C / C2Rviennacl: CPU BLAS - sCOPYvkfft: FFT + iFFT C2C multidimensional in single precisionopencl-benchmark: INT8 Computencnn: Vulkan GPU - alexnetcl-mem: Writevkfft: FFT + iFFT C2C 1D batched in half precisionncnn: Vulkan GPU - yolov4-tinyviennacl: CPU BLAS - sAXPYviennacl: CPU BLAS - dDOTvkfft: FFT + iFFT C2C 1D batched in single precisionviennacl: CPU BLAS - dCOPYcl-mem: Copyviennacl: CPU BLAS - dGEMM-TNvkfft: FFT + iFFT C2C 1D batched in single precision, no reshufflingvkpeak: int32-scalarvkpeak: int32-vec4vkpeak: fp32-vec4opencl-benchmark: Memory Bandwidth Coalesced Writevkpeak: fp16-scalarvkpeak: int16-scalarvkpeak: fp16-vec4vkpeak: int16-vec4vkpeak: fp32-scalarviennacl: CPU BLAS - dGEMM-NNviennacl: CPU BLAS - dAXPYclpeak: Global Memory Bandwidthviennacl: CPU BLAS - dGEMM-TTviennacl: CPU BLAS - dGEMM-NTncnn: Vulkan GPUv2-yolov3v2-yolov3 - mobilenetv2-yolov3vkresample: 2x - Singleviennacl: CPU BLAS - dGEMV-Tviennacl: CPU BLAS - dGEMV-Nopencl-benchmark: FP16 Computeshoc: OpenCL - Texture Read Bandwidthshoc: OpenCL - Bus Speed Readbackshoc: OpenCL - Bus Speed Downloadshoc: OpenCL - GEMM SGEMM_Nshoc: OpenCL - Reductionshoc: OpenCL - MD5 Hashshoc: OpenCL - FFT SPshoc: OpenCL - Triadshoc: OpenCL - S3Ddarktable: Server Room - CPU-onlydarktable: Server Rack - CPU-onlydarktable: Server Room - OpenCLdarktable: Server Rack - OpenCLdarktable: Masskrug - CPU-onlydarktable: Masskrug - OpenCLdarktable: Boat - CPU-onlydarktable: Boat - OpenCLspecviewperf2020: 1920 x 1080 - SOLIDWORKS-07specviewperf2020: 1920 x 1080 - MEDICAL-O3specviewperf2020: 1920 x 1080 - ENERGY-03specviewperf2020: 1920 x 1080 - CATIA-06specviewperf2020: 1920 x 1080 - MAYA-06specviewperf2020: 1920 x 1080 - CREO-03specviewperf2020: 1920 x 1080 - SNX-04luxmark: CPU+GPU - Luxball HDRluxmark: CPU+GPU - Microphoneluxmark: GPU - Luxball HDRluxmark: GPU - Microphoneluxmark: CPU+GPU - Hotelluxmark: GPU - Hotelindigobench: CPU - Supercarindigobench: CPU - Bedroomtensorflow: GPU - 512 - GoogLeNettensorflow: GPU - 256 - ResNet-50tensorflow: GPU - 256 - GoogLeNettensorflow: GPU - 64 - ResNet-50tensorflow: GPU - 64 - GoogLeNettensorflow: GPU - 32 - ResNet-50tensorflow: GPU - 32 - GoogLeNettensorflow: GPU - 16 - ResNet-50tensorflow: GPU - 16 - GoogLeNettensorflow: GPU - 512 - AlexNettensorflow: GPU - 256 - AlexNettensorflow: GPU - 1 - ResNet-50tensorflow: GPU - 1 - GoogLeNettensorflow: GPU - 64 - AlexNettensorflow: GPU - 32 - AlexNettensorflow: GPU - 16 - AlexNettensorflow: GPU - 64 - VGG-16tensorflow: GPU - 32 - VGG-16tensorflow: GPU - 16 - VGG-16tensorflow: GPU - 1 - AlexNettensorflow: GPU - 1 - VGG-16paraview: Wavelet Contour - 1920 x 1080paraview: Many Spheres - 1920 x 1080xonotic: 1920 x 1080 - Ultimatexonotic: 1920 x 1080 - Ultraxonotic: 1920 x 1080 - Highxonotic: 1920 x 1080 - Lowunigine-heaven: 1920 x 1080 - Fullscreen - OpenGLopenarena: 1920 x 1080vkfft: FFT + iFFT C2C 1D batched in single precision, no reshufflingvkfft: FFT + iFFT C2C multidimensional in single precisionvkfft: FFT + iFFT C2C 1D batched in single precisionvkfft: FFT + iFFT C2C Bluestein in single precisionvkfft: FFT + iFFT R2C / C2Rvkpeak: fp16-vec4vkpeak: fp16-scalarvkpeak: fp32-vec4vkpeak: fp32-scalartensorflow: GPU - 64 - ResNet-50tensorflow: GPU - 64 - GoogLeNettensorflow: GPU - 32 - ResNet-50tensorflow: GPU - 32 - GoogLeNettensorflow: GPU - 16 - ResNet-50tensorflow: GPU - 16 - GoogLeNettensorflow: GPU - 512 - AlexNettensorflow: GPU - 256 - AlexNettensorflow: GPU - 1 - ResNet-50tensorflow: GPU - 1 - GoogLeNettensorflow: GPU - 64 - AlexNettensorflow: GPU - 32 - AlexNettensorflow: GPU - 16 - AlexNettensorflow: GPU - 32 - VGG-16tensorflow: GPU - 16 - VGG-16tensorflow: GPU - 1 - AlexNettensorflow: GPU - 1 - 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 - vgg16ncnn: 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 OpenCLrealsr-ncnn: 4x - Noopencl-benchmark: INT16 Computeopencl-benchmark: INT64 ComputeNVIDIA RTX 4070 SUPERintel-gpunvidia-gpuIntel ARC A770 8GbIntel ARC A75011.048.62844.618.9711.1111764673922213260000019.88938.59418170.54323273333333435492.69446.23701516652.813802967464.866758303333319.80116546.266.8634.8852.855547941325029914.30716.17407.513170563.8215696.87392970.8331.811575078455.0111987.2437.6512211718.4891091025.5515.525.5115.615.4615.6735.1034.164.3512.6233.9733.431.591.501.4813.921.35407014.2951.309.4512.605.57613599584577389210458437423630.11366.0576339.5934451243170.6212.86117.810.845.073.852.312.253.03587219538.25.9126.32317.1704.2149.9830474.8164105.3579.79119.0547.11453.8080.693.18100.4061.8645.14683.923.3049.1512277.656.81384675.064853.4611171.1324468.279201.6438575.119624.6617337.5413478.813312779.7918.19710610188.9946.0427.0195.5517.295.9315.4657.309.80893.1076.44116.3543.81243.6624663388.154018500005.10710.2284885.3694346666798.011380.91226.173153.7133557319.708328400203.73310105000009.30281.387.5689.5466.0665.2913254483.7330119.47022.00280.110042648.7712276.75880056.4269.6139640044082.114242.309779.71398.1521413.298053.0833769.388426.5915200.6213478.7396.7213312576.4418.89410510115.616883.46222.441718.65652049.2074.527222.72491187.3618.0355224.7171.3810.1731.3620.1721.6891.6902.9052.90073.1340.9731.1747.85165.7662.65172.0360539458446025145988132621323612.5274.93229.438.3329.328.2027.958.0826.527.8723.9547.7746.355.2515.7545.5743.0139.622.432.432.4015.931.71278.1572.27551.3503947735.3422777777.9338302932.7899439224.518469.563113315325862554253121822840.7321379.2213898.3216868.9328048522898.6743901.283243.837245.4477057161.4745.5411.5154.5612.005.049.3738.33279683403.24.84210.35625.3900.945OpenBenchmarking.org

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: googlenetIntel ARC A750NVIDIA RTX 4070 SUPERIntel ARC A770 8Gb20406080100SE +/- 0.29, N = 3SE +/- 1.21, N = 9SE +/- 0.15, N = 3106.0711.04105.35MIN: 8.51 / MAX: 115.08MIN: 5.28 / MAX: 1769.19MIN: 8.44 / MAX: 114.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mobilenetIntel ARC A750NVIDIA RTX 4070 SUPERIntel ARC A770 8Gb20406080100SE +/- 0.38, N = 3SE +/- 0.47, N = 9SE +/- 0.36, N = 380.118.6279.79MIN: 9.8 / MAX: 84.4MIN: 6.42 / MAX: 1101.3MIN: 21.72 / MAX: 84.61. (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 A750NVIDIA RTX 4070 SUPERIntel ARC A770 8Gb2004006008001000SE +/- 0.44, N = 3SE +/- 87.53, N = 9SE +/- 0.24, N = 3118.97844.61119.05MIN: 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 A750NVIDIA RTX 4070 SUPERIntel ARC A770 8Gb1122334455SE +/- 0.13, N = 3SE +/- 3.49, N = 9SE +/- 0.89, N = 347.308.9747.11MIN: 4.97 / MAX: 51.26MIN: 3.94 / MAX: 922.04MIN: 4.95 / MAX: 51.241. (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 A750NVIDIA RTX 4070 SUPERIntel ARC A770 8Gb100200300400500SE +/- 4.65, N = 3SE +/- 3.28, N = 9SE +/- 11.18, N = 3454.6711.11453.80MIN: 23.93 / MAX: 530.68MIN: 23.74 / MAX: 528.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Hashcat

Benchmark: 7-Zip

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: 7-ZipNVIDIA RTX 4070 SUPERIntel ARC A750300K600K900K1200K1500KSE +/- 1991.93, N = 3SE +/- 240.37, N = 31176467246633

ViennaCL

Test: OpenCL BLAS - sAXPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sAXPYIntel ARC A750NVIDIA RTX 4070 SUPER90180270360450SE +/- 0.12, N = 3SE +/- 0.00, N = 388.0392.01. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

Hashcat

Benchmark: SHA1

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA1NVIDIA RTX 4070 SUPERIntel ARC A7505000M10000M15000M20000M25000MSE +/- 5140363.15, N = 3SE +/- 65365351.42, N = 4221326000005401850000

ProjectPhysX OpenCL-Benchmark

Operation: INT32 Compute

OpenBenchmarking.orgTIOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: INT32 ComputeIntel ARC A750NVIDIA RTX 4070 SUPER510152025SE +/- 0.016, N = 3SE +/- 0.002, N = 35.08219.8891. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

ProjectPhysX OpenCL-Benchmark

Operation: FP32 Compute

OpenBenchmarking.orgTFLOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: FP32 ComputeIntel ARC A750NVIDIA RTX 4070 SUPER918273645SE +/- 0.06, N = 3SE +/- 0.03, N = 310.2638.591. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

clpeak

OpenCL Test: Integer Compute INT

OpenBenchmarking.orgGIOPS, More Is Betterclpeak 1.1.2OpenCL Test: Integer Compute INTNVIDIA RTX 4070 SUPERIntel ARC A7504K8K12K16K20KSE +/- 3.14, N = 3SE +/- 2.34, N = 318170.544885.361. (CXX) g++ options: -O3

Hashcat

Benchmark: SHA-512

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA-512NVIDIA RTX 4070 SUPERIntel ARC A750700M1400M2100M2800M3500MSE +/- 1530068.99, N = 3SE +/- 5228554.08, N = 33232733333943466667

ViennaCL

Test: OpenCL BLAS - sCOPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sCOPYIntel ARC A750NVIDIA RTX 4070 SUPER70140210280350SE +/- 0.35, N = 3SE +/- 0.33, N = 398.2334.01. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS, More Is Betterclpeak 1.1.2OpenCL Test: Single-Precision FloatNVIDIA RTX 4070 SUPERIntel ARC A7508K16K24K32K40KSE +/- 0.99, N = 3SE +/- 3.31, N = 335492.6911380.911. (CXX) g++ options: -O3

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 A750intel-gpunvidia-gpu50100150200250SE +/- 0.53294, N = 3SE +/- 0.00191, N = 3SE +/- 0.36174, N = 3226.621009.9830474.81640

cl-mem

Benchmark: Read

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadNVIDIA RTX 4070 SUPERIntel ARC A750100200300400500SE +/- 0.12, N = 3SE +/- 0.10, N = 3446.2153.71. (CC) gcc options: -O2 -flto -lOpenCL

ViennaCL

Test: OpenCL BLAS - sDOT

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: OpenCL BLAS - sDOTIntel ARC A750NVIDIA RTX 4070 SUPER80160240320400SE +/- 1.33, N = 3SE +/- 0.00, N = 31343701. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

VkFFT

Test: FFT + iFFT C2C Bluestein in single precision

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.2.31Test: FFT + iFFT C2C Bluestein in single precisionNVIDIA RTX 4070 SUPERIntel ARC A7503K6K9K12K15KSE +/- 102.52, N = 3SE +/- 3.76, N = 3151665573-lrt1. (CXX) g++ options: -O3

IndigoBench

Acceleration: OpenCL GPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarNVIDIA RTX 4070 SUPERIntel ARC A7501224364860SE +/- 0.03, N = 3SE +/- 0.02, N = 352.8119.71

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: TrueCrypt RIPEMD160 + XTSNVIDIA RTX 4070 SUPERIntel ARC A750200K400K600K800K1000KSE +/- 633.33, N = 3SE +/- 200.00, N = 3802967328400

ProjectPhysX OpenCL-Benchmark

Operation: Memory Bandwidth Coalesced Read

OpenBenchmarking.orgGB/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: Memory Bandwidth Coalesced ReadIntel ARC A750NVIDIA RTX 4070 SUPER100200300400500SE +/- 0.74, N = 3SE +/- 0.01, N = 3202.92464.861. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

Hashcat

Benchmark: MD5

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: MD5NVIDIA RTX 4070 SUPERIntel ARC A75014000M28000M42000M56000M70000MSE +/- 22430807.19, N = 3SE +/- 260097949.50, N = 36758303333331010500000

IndigoBench

Acceleration: OpenCL GPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomNVIDIA RTX 4070 SUPERIntel ARC A750510152025SE +/- 0.009, N = 3SE +/- 0.011, N = 319.8019.302

ViennaCL

Test: CPU BLAS - sDOT

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sDOTNVIDIA RTX 4070 SUPERIntel ARC A770 8GbIntel ARC A7504080120160200SE +/- 2.73, N = 3SE +/- 0.27, N = 3SE +/- 0.17, N = 3165.080.681.31. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet50Intel ARC A750NVIDIA RTX 4070 SUPERIntel ARC A770 8Gb20406080100SE +/- 0.98, N = 3SE +/- 14.70, N = 9SE +/- 1.06, N = 392.8346.2693.18MIN: 10.52 / MAX: 101.84MIN: 7.71 / MAX: 1829.99MIN: 10.54 / MAX: 100.71. (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 A750NVIDIA RTX 4070 SUPERIntel ARC A770 8Gb20406080100SE +/- 0.48, N = 3SE +/- 1.76, N = 9SE +/- 0.61, N = 3100.626.86100.40MIN: 7.79 / MAX: 107.95MIN: 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 A75048121620Min: 1 / Avg: 2.05 / Max: 14

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesNVIDIA RTX 4070 SUPERIntel ARC A770 8GbIntel ARC A7501530456075SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 334.8961.8666.07

Waifu2x-NCNN Vulkan

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesNVIDIA RTX 4070 SUPERIntel ARC A770 8GbIntel ARC A7501.19052.3813.57154.7625.9525SE +/- 0.014, N = 3SE +/- 0.019, N = 3SE +/- 0.006, N = 32.8555.1465.291

VkFFT

Test: FFT + iFFT R2C / C2R

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.2.31Test: FFT + iFFT R2C / C2RNVIDIA RTX 4070 SUPERIntel ARC A75012K24K36K48K60KSE +/- 702.53, N = 15SE +/- 57.59, N = 35479432544-lrt1. (CXX) g++ options: -O3

ViennaCL

Test: CPU BLAS - sCOPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sCOPYNVIDIA RTX 4070 SUPERIntel ARC A770 8GbIntel ARC A750306090120150SE +/- 1.20, N = 3SE +/- 0.41, N = 3SE +/- 0.20, N = 3132.083.983.71. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

VkFFT

Test: FFT + iFFT C2C multidimensional in single precision

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.2.31Test: FFT + iFFT C2C multidimensional in single precisionNVIDIA RTX 4070 SUPERIntel ARC A75011K22K33K44K55KSE +/- 407.19, N = 15SE +/- 17.37, N = 35029933011-lrt1. (CXX) g++ options: -O3

ProjectPhysX OpenCL-Benchmark

Operation: INT8 Compute

OpenBenchmarking.orgTIOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: INT8 ComputeIntel ARC A750NVIDIA RTX 4070 SUPER48121620SE +/- 0.031, N = 3SE +/- 0.046, N = 39.54814.3071. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: alexnetIntel ARC A750NVIDIA RTX 4070 SUPERIntel ARC A770 8Gb612182430SE +/- 0.07, N = 3SE +/- 5.86, N = 9SE +/- 0.18, N = 323.4216.1723.30MIN: 3.57 / MAX: 25.48MIN: 3.52 / MAX: 436.52MIN: 3.6 / MAX: 25.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

cl-mem

Benchmark: Write

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteNVIDIA RTX 4070 SUPERIntel ARC A75090180270360450SE +/- 1.11, N = 3SE +/- 0.15, N = 3407.5280.11. (CC) gcc options: -O2 -flto -lOpenCL

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 precisionNVIDIA RTX 4070 SUPERIntel ARC A75030K60K90K120K150KSE +/- 159.17, N = 3SE +/- 82.39, N = 3131705100426-lrt1. (CXX) g++ options: -O3

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: yolov4-tinyIntel ARC A750NVIDIA RTX 4070 SUPERIntel ARC A770 8Gb1428425670SE +/- 0.22, N = 3SE +/- 10.56, N = 9SE +/- 0.10, N = 349.2063.8249.15MIN: 22.47 / MAX: 52.7MIN: 10.28 / MAX: 858.44MIN: 20.41 / MAX: 52.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

ViennaCL

Test: CPU BLAS - sAXPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sAXPYNVIDIA RTX 4070 SUPERIntel ARC A770 8GbIntel ARC A750306090120150SE +/- 2.19, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 31561221221. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dDOT

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dDOTNVIDIA RTX 4070 SUPERIntel ARC A770 8GbIntel ARC A75020406080100SE +/- 0.09, N = 3SE +/- 0.53, N = 3SE +/- 0.15, N = 396.877.676.71. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

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 precisionNVIDIA RTX 4070 SUPERIntel ARC A75016K32K48K64K80KSE +/- 7.94, N = 3SE +/- 38.85, N = 37392958800-lrt1. (CXX) g++ options: -O3

ViennaCL

Test: CPU BLAS - dCOPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dCOPYNVIDIA RTX 4070 SUPERIntel ARC A770 8GbIntel ARC A7501632486480SE +/- 0.32, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 370.856.856.41. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyNVIDIA RTX 4070 SUPERIntel ARC A75070140210280350SE +/- 0.03, N = 3SE +/- 0.13, N = 3331.8269.61. (CC) gcc options: -O2 -flto -lOpenCL

ViennaCL

Test: CPU BLAS - dGEMM-TN

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TNNVIDIA RTX 4070 SUPERIntel ARC A770 8GbIntel ARC A750306090120150SE +/- 1.00, N = 2SE +/- 0.33, N = 3SE +/- 0.33, N = 31151381391. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

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 reshufflingNVIDIA RTX 4070 SUPERIntel ARC A75016K32K48K64K80KSE +/- 37.77, N = 3SE +/- 48.89, N = 37507864004-lrt1. (CXX) g++ options: -O3

vkpeak

int32-scalar

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int32-scalarIntel ARC A750Intel ARC A770 8Gb10002000300040005000SE +/- 0.07, N = 3SE +/- 0.04, N = 34081.974675.06

vkpeak

int32-vec4

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int32-vec4Intel ARC A750Intel ARC A770 8Gb10002000300040005000SE +/- 0.17, N = 3SE +/- 0.03, N = 34242.144853.46

vkpeak

fp32-vec4

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp32-vec4Intel ARC A750Intel ARC A770 8Gb2K4K6K8K10KSE +/- 0.13, N = 3SE +/- 0.27, N = 39779.3611171.13

ProjectPhysX OpenCL-Benchmark

Operation: Memory Bandwidth Coalesced Write

OpenBenchmarking.orgGB/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: Memory Bandwidth Coalesced WriteIntel ARC A750NVIDIA RTX 4070 SUPER100200300400500SE +/- 1.65, N = 3SE +/- 0.14, N = 3400.34455.011. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

vkpeak

fp16-scalar

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp16-scalarIntel ARC A750Intel ARC A770 8Gb5K10K15K20K25KSE +/- 0.35, N = 3SE +/- 0.22, N = 321412.3624468.27

vkpeak

int16-scalar

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int16-scalarIntel ARC A750Intel ARC A770 8Gb2K4K6K8K10KSE +/- 0.12, N = 3SE +/- 0.19, N = 38053.119201.64

vkpeak

fp16-vec4

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp16-vec4Intel ARC A750Intel ARC A770 8Gb8K16K24K32K40KSE +/- 0.50, N = 3SE +/- 0.43, N = 333768.5238575.11

vkpeak

int16-vec4

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int16-vec4Intel ARC A750Intel ARC A770 8Gb2K4K6K8K10KSE +/- 0.19, N = 3SE +/- 0.11, N = 38426.529624.66

vkpeak

fp32-scalar

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp32-scalarIntel ARC A750Intel ARC A770 8Gb4K8K12K16K20KSE +/- 0.69, N = 3SE +/- 3.56, N = 315200.5917337.54

ViennaCL

Test: CPU BLAS - dGEMM-NN

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NNNVIDIA RTX 4070 SUPERIntel ARC A770 8GbIntel ARC A750306090120150SE +/- 4.04, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 31191341341. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dAXPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dAXPYNVIDIA RTX 4070 SUPERIntel ARC A770 8GbIntel ARC A75020406080100SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 387.278.878.71. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS, More Is Betterclpeak 1.1.2OpenCL Test: Global Memory BandwidthNVIDIA RTX 4070 SUPERIntel ARC A75090180270360450SE +/- 0.02, N = 3SE +/- 0.13, N = 3437.65396.721. (CXX) g++ options: -O3

ViennaCL

Test: CPU BLAS - dGEMM-TT

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TTNVIDIA RTX 4070 SUPERIntel ARC A770 8GbIntel ARC A750306090120150SE +/- 2.08, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 31221331331. (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-NTNVIDIA RTX 4070 SUPERIntel ARC A770 8GbIntel ARC A750306090120150SE +/- 2.08, N = 3SE +/- 0.33, N = 3SE +/- 1.53, N = 31171271251. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3Intel ARC A750Intel ARC A770 8Gb20406080100SE +/- 0.38, N = 3SE +/- 0.36, N = 380.1179.79MIN: 9.8 / MAX: 84.4MIN: 21.72 / MAX: 84.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

VkResample

Upscale: 2x - Precision: Single

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleNVIDIA RTX 4070 SUPERIntel ARC A770 8GbIntel ARC A750510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 318.4918.2018.891. (CXX) g++ options: -O3

ViennaCL

Test: CPU BLAS - dGEMV-T

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-TNVIDIA RTX 4070 SUPERIntel ARC A770 8GbIntel ARC A75020406080100SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 31091061051. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dGEMV-N

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-NNVIDIA RTX 4070 SUPERIntel ARC A770 8GbIntel ARC A75020406080100SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 31021011011. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ProjectPhysX OpenCL-Benchmark

Operation: FP16 Compute

OpenBenchmarking.orgTFLOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: FP16 ComputeIntel ARC A75048121620SE +/- 0.03, N = 315.601. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

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 A7502004006008001000SE +/- 0.34, N = 3883.461. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

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 A750510152025SE +/- 0.00, N = 322.441. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

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 A750510152025SE +/- 0.00, N = 318.661. (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 A750400800120016002000SE +/- 15.19, N = 152049.201. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Reduction

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: ReductionIntel ARC A75020406080100SE +/- 0.04, N = 374.531. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

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 A750510152025SE +/- 0.01, N = 322.721. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

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 A75030060090012001500SE +/- 9.13, N = 31187.361. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: Triad

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: TriadIntel ARC A75048121620SE +/- 0.01, N = 318.041. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: S3D

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: S3DIntel ARC A75050100150200250SE +/- 0.74, N = 3224.721. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi

Darktable

Test: Server Room - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.8.1Test: Server Room - Acceleration: CPU-onlyIntel ARC A7500.31070.62140.93211.24281.5535SE +/- 0.008, N = 31.381

Darktable

Test: Server Rack - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.8.1Test: Server Rack - Acceleration: CPU-onlyIntel ARC A7500.03890.07780.11670.15560.1945SE +/- 0.001, N = 30.173

Darktable

Test: Server Room - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.8.1Test: Server Room - Acceleration: OpenCLIntel ARC A7500.30650.6130.91951.2261.5325SE +/- 0.001, N = 31.362

Darktable

Test: Server Rack - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.8.1Test: Server Rack - Acceleration: OpenCLIntel ARC A7500.03870.07740.11610.15480.1935SE +/- 0.000, N = 30.172

Darktable

Test: Masskrug - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.8.1Test: Masskrug - Acceleration: CPU-onlyIntel ARC A7500.380.761.141.521.9SE +/- 0.009, N = 31.689

Darktable

Test: Masskrug - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.8.1Test: Masskrug - Acceleration: OpenCLIntel ARC A7500.38030.76061.14091.52121.9015SE +/- 0.005, N = 31.690

Darktable

Test: Boat - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.8.1Test: Boat - Acceleration: CPU-onlyIntel ARC A7500.65361.30721.96082.61443.268SE +/- 0.012, N = 32.905

Darktable

Test: Boat - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.8.1Test: Boat - Acceleration: OpenCLIntel ARC A7500.65251.3051.95752.613.2625SE +/- 0.011, N = 32.900

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 A7501632486480SE +/- 0.01, N = 373.13

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 A750918273645SE +/- 0.00, N = 340.97

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 A750714212835SE +/- 0.00, N = 331.17

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 A7501122334455SE +/- 0.05, N = 347.85

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 A7504080120160200SE +/- 0.32, N = 3165.76

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 A7501428425670SE +/- 0.06, N = 362.65

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 A7504080120160200SE +/- 0.08, N = 3172.03

LuxMark

OpenCL Device: CPU+GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: CPU+GPU - Scene: Luxball HDRIntel ARC A75013K26K39K52K65KSE +/- 154.09, N = 360539

LuxMark

OpenCL Device: CPU+GPU - Scene: Microphone

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: CPU+GPU - Scene: MicrophoneIntel ARC A75010K20K30K40K50KSE +/- 14.17, N = 345844

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRIntel ARC A75013K26K39K52K65KSE +/- 144.44, N = 360251

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneIntel ARC A75010K20K30K40K50KSE +/- 191.00, N = 345988

LuxMark

OpenCL Device: CPU+GPU - Scene: Hotel

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: CPU+GPU - Scene: HotelIntel ARC A7503K6K9K12K15KSE +/- 0.33, N = 313262

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelIntel ARC A7503K6K9K12K15KSE +/- 25.67, N = 313236

IndigoBench

Acceleration: CPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarIntel ARC A7503691215SE +/- 0.03, N = 312.53

IndigoBench

Acceleration: CPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomIntel ARC A7501.10972.21943.32914.43885.5485SE +/- 0.046, N = 34.932

TensorFlow

Device: GPU - Batch Size: 512 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 512 - Model: GoogLeNetIntel ARC A750714212835SE +/- 0.01, N = 329.43

TensorFlow

Device: GPU - Batch Size: 256 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 256 - Model: ResNet-50Intel ARC A750246810SE +/- 0.04, N = 38.33

TensorFlow

Device: GPU - Batch Size: 256 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 256 - Model: GoogLeNetIntel ARC A750714212835SE +/- 0.01, N = 329.32

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: 32 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 32 - Model: GoogLeNetIntel ARC A750612182430SE +/- 0.03, N = 326.52

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 A750246810SE +/- 0.02, N = 37.87

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 16 - Model: GoogLeNetIntel ARC A750612182430SE +/- 0.03, N = 323.95

TensorFlow

Device: GPU - Batch Size: 512 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 512 - Model: AlexNetIntel ARC A7501122334455SE +/- 0.01, N = 347.77

TensorFlow

Device: GPU - Batch Size: 256 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 256 - Model: AlexNetIntel ARC A7501122334455SE +/- 0.09, N = 346.35

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 A7501.18132.36263.54394.72525.9065SE +/- 0.05, N = 85.25

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 1 - Model: GoogLeNetIntel ARC A75048121620SE +/- 0.10, N = 315.75

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 64 - Model: AlexNetIntel ARC A7501020304050SE +/- 0.18, N = 345.57

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 32 - Model: AlexNetIntel ARC A7501020304050SE +/- 0.23, N = 343.01

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 16 - Model: AlexNetIntel ARC A750918273645SE +/- 0.26, N = 1539.62

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 A7500.54681.09361.64042.18722.734SE +/- 0.01, N = 32.43

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 A7500.54681.09361.64042.18722.734SE +/- 0.00, N = 32.43

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 A7500.541.081.622.162.7SE +/- 0.00, N = 32.40

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: GPU - Batch Size: 1 - Model: AlexNetIntel ARC A75048121620SE +/- 0.11, N = 1215.93

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 A7500.38480.76961.15441.53921.924SE +/- 0.01, N = 31.71

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.13Test: Wavelet Contour - Resolution: 1920 x 1080Intel ARC A75060120180240300SE +/- 0.99, N = 3278.15

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.13Test: Many Spheres - Resolution: 1920 x 1080Intel ARC A7501632486480SE +/- 0.80, N = 572.27

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 A750120240360480600SE +/- 2.85, N = 3551.35MIN: 110 / MAX: 1221

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 A750160320480640800SE +/- 8.54, N = 3735.34MIN: 308 / MAX: 1171

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 A7502004006008001000SE +/- 3.18, N = 3777.93MIN: 437 / MAX: 1200

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 A7502004006008001000SE +/- 7.95, N = 3932.79MIN: 597 / MAX: 1516

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 A75050100150200250SE +/- 0.14, N = 3224.52

OpenArena

Resolution: 1920 x 1080

OpenBenchmarking.orgFrames Per Second, More Is BetterOpenArena 0.8.8Resolution: 1920 x 1080Intel ARC A750100200300400500SE +/- 6.89, N = 15469.5MIN: 1

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 A75014K28K42K56K70KSE +/- 527.31, N = 3631131. (CXX) g++ options: -O3

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 A7507K14K21K28K35KSE +/- 251.38, N = 12315321. (CXX) g++ options: -O3

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 A75013K26K39K52K65KSE +/- 70.72, N = 3586251. (CXX) g++ options: -O3

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 A75012002400360048006000SE +/- 58.43, N = 354251. (CXX) g++ options: -O3

VkFFT

Test: FFT + iFFT R2C / C2R

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.3.4Test: FFT + iFFT R2C / C2RIntel ARC A7507K14K21K28K35KSE +/- 232.00, N = 15312181. (CXX) g++ options: -O3

vkpeak

fp16-vec4

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20240505fp16-vec4Intel ARC A7505K10K15K20K25KSE +/- 0.55, N = 322840.73

vkpeak

fp16-scalar

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20240505fp16-scalarIntel ARC A7505K10K15K20K25KSE +/- 1.00, N = 321379.22

vkpeak

fp32-vec4

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20240505fp32-vec4Intel ARC A7503K6K9K12K15KSE +/- 0.79, N = 313898.32

vkpeak

fp32-scalar

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20240505fp32-scalarIntel ARC A7504K8K12K16K20KSE +/- 26.85, N = 316868.93

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 64 - Model: ResNet-50NVIDIA RTX 4070 SUPER1.24882.49763.74644.99526.244SE +/- 0.01, N = 25.55

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 64 - Model: GoogLeNetNVIDIA RTX 4070 SUPER4812162015.52

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 32 - Model: ResNet-50NVIDIA RTX 4070 SUPER1.23982.47963.71944.95926.199SE +/- 0.01, N = 25.51

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 32 - Model: GoogLeNetNVIDIA RTX 4070 SUPER48121620SE +/- 0.01, N = 215.61

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 16 - Model: ResNet-50NVIDIA RTX 4070 SUPER1.22852.4573.68554.9146.1425SE +/- 0.00, N = 25.46

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 16 - Model: GoogLeNetNVIDIA RTX 4070 SUPER48121620SE +/- 0.03, N = 315.67

TensorFlow

Device: GPU - Batch Size: 512 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 512 - Model: AlexNetNVIDIA RTX 4070 SUPER816243240SE +/- 0.02, N = 235.10

TensorFlow

Device: GPU - Batch Size: 256 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 256 - Model: AlexNetNVIDIA RTX 4070 SUPER816243240SE +/- 0.01, N = 334.16

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 1 - Model: ResNet-50NVIDIA RTX 4070 SUPER0.97881.95762.93643.91524.8944.35

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 1 - Model: GoogLeNetNVIDIA RTX 4070 SUPER3691215SE +/- 0.17, N = 212.62

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 64 - Model: AlexNetNVIDIA RTX 4070 SUPER81624324033.97

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 32 - Model: AlexNetNVIDIA RTX 4070 SUPER816243240SE +/- 0.15, N = 233.4

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 16 - Model: AlexNetNVIDIA RTX 4070 SUPER714212835SE +/- 0.17, N = 331.59

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 32 - Model: VGG-16NVIDIA RTX 4070 SUPER0.33750.6751.01251.351.6875SE +/- 0.00, N = 31.50

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 16 - Model: VGG-16NVIDIA RTX 4070 SUPER0.3330.6660.9991.3321.665SE +/- 0.00, N = 21.48

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 1 - Model: AlexNetNVIDIA RTX 4070 SUPER48121620SE +/- 0.22, N = 213.92

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: GPU - Batch Size: 1 - Model: VGG-16NVIDIA RTX 4070 SUPER0.30380.60760.91141.21521.5191.35

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 A750600K1200K1800K2400K3000KSE +/- 132865.40, N = 1228048521. (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 A7506001200180024003000SE +/- 10.34, N = 32898.67

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.13Test: Wavelet Volume - Resolution: 1920 x 1080Intel ARC A7508001600240032004000SE +/- 73.43, N = 153901.28

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.13Test: Wavelet Volume - Resolution: 1920 x 1080Intel ARC A75050100150200250SE +/- 4.59, N = 15243.83

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.13Test: Many Spheres - Resolution: 1920 x 1080Intel ARC A75016003200480064008000SE +/- 80.48, N = 57245.45

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 A75015K30K45K60K75KSE +/- 2534.09, N = 15705711. (CXX) g++ options: -O3

NCNN

Target: Vulkan GPU - Model: FastestDet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: FastestDetIntel ARC A750NVIDIA RTX 4070 SUPERIntel ARC A770 8Gb20406080100SE +/- 4.31, N = 3SE +/- 0.29, N = 9SE +/- 2.65, N = 392.942.8688.99MIN: 5.37 / MAX: 102.7MIN: 5.39 / MAX: 101.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vgg16Intel ARC A750NVIDIA RTX 4070 SUPERIntel ARC A770 8Gb306090120150SE +/- 0.17, N = 3SE +/- 29.60, N = 9SE +/- 0.14, N = 346.28117.8146.04MIN: 27.5 / MAX: 48.94MIN: 17.16 / MAX: 647.67MIN: 28.48 / MAX: 48.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: blazefaceIntel ARC A750NVIDIA RTX 4070 SUPERIntel ARC A770 8Gb612182430SE +/- 2.78, N = 3SE +/- 0.04, N = 9SE +/- 13.01, N = 37.710.8427.01MIN: 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 A750NVIDIA RTX 4070 SUPERIntel ARC A770 8Gb20406080100SE +/- 3.68, N = 3SE +/- 0.97, N = 9SE +/- 1.81, N = 388.855.0795.55MIN: 6.65 / MAX: 121.5MIN: 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 A750NVIDIA RTX 4070 SUPERIntel ARC A770 8Gb714212835SE +/- 1.57, N = 3SE +/- 1.31, N = 9SE +/- 4.53, N = 328.583.8517.29MIN: 3.92 / MAX: 70.92MIN: 1.89 / MAX: 1093.29MIN: 3.85 / MAX: 70.641. (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 A750NVIDIA RTX 4070 SUPERIntel ARC A770 8Gb3691215SE +/- 2.08, N = 3SE +/- 0.34, N = 8SE +/- 0.64, N = 37.642.315.93MIN: 4.66 / MAX: 92.69MIN: 1.76 / MAX: 421.42MIN: 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 A750NVIDIA RTX 4070 SUPERIntel ARC A770 8Gb612182430SE +/- 16.89, N = 3SE +/- 0.16, N = 9SE +/- 5.47, N = 327.222.2515.46MIN: 4.4 / MAX: 85.17MIN: 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 A750NVIDIA RTX 4070 SUPERIntel ARC A770 8Gb1428425670SE +/- 1.62, N = 3SE +/- 0.44, N = 9SE +/- 5.70, N = 359.993.0357.30MIN: 4.11 / MAX: 72.49MIN: 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: GPUNVIDIA RTX 4070 SUPERIntel ARC A750130M260M390M520M650MSE +/- 467034.80, N = 3SE +/- 5085622.05, N = 15587219538.2279683403.21. (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 OpenCLNVIDIA RTX 4070 SUPERIntel ARC A7501.33022.66043.99065.32086.651SE +/- 0.114, N = 15SE +/- 0.213, N = 125.9124.8421. (CXX) g++ options: -O3 -march=native -fopenmp

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoNVIDIA RTX 4070 SUPERIntel ARC A770 8GbIntel ARC A7503691215SE +/- 0.150, N = 15SE +/- 0.018, N = 3SE +/- 0.008, N = 36.3239.80810.356

ProjectPhysX OpenCL-Benchmark

Operation: INT16 Compute

OpenBenchmarking.orgTIOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: INT16 ComputeIntel ARC A750NVIDIA RTX 4070 SUPER612182430SE +/- 0.20, N = 3SE +/- 0.00, N = 324.4517.171. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

ProjectPhysX OpenCL-Benchmark

Operation: INT64 Compute

OpenBenchmarking.orgTIOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: INT64 ComputeIntel ARC A750NVIDIA RTX 4070 SUPER0.94821.89642.84463.79284.741SE +/- 0.037, N = 3SE +/- 0.015, N = 30.9584.2141. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

Phoronix Test Suite v10.8.5