brw-7000-nv3090-new-cooling AMD Ryzen 7 7800X3D 8-Core testing with a ASUS ROG STRIX X670E-I GAMING WIFI (1616 BIOS) and NVIDIA GeForce RTX 3090 24GB on Ubuntu 22.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2307130-NE-BRW7000NV80&grw .
brw-7000-nv3090-new-cooling Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution NVIDIA GeForce RTX 3090 AMD Ryzen 7 7800X3D 8-Core @ 4.20GHz (8 Cores / 16 Threads) ASUS ROG STRIX X670E-I GAMING WIFI (1616 BIOS) AMD Device 14d8 62GB 2 x 4001GB Western Digital WD_BLACK SN850X 4000GB + 8002GB Samsung SSD 870 NVIDIA GeForce RTX 3090 24GB NVIDIA GA102 HD Audio HP Z27 Intel I225-V + MEDIATEK Device 0616 Ubuntu 22.04 5.19.0-46-generic (x86_64) GNOME Shell 42.9 X Server 1.21.1.4 NVIDIA 530.30.02 4.6.0 OpenCL 3.0 CUDA 12.1.68 1.3.236 GCC 11.3.0 + CUDA 12.2 ext4 3840x2160 OpenBenchmarking.org - Transparent Huge Pages: madvise - --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,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-aYxV0E/gcc-11-11.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-aYxV0E/gcc-11-11.3.0/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 - Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa601203 - GLAMOR - BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 94.02.32.00.02 - GPU Compute Cores: 10496 - Python 3.10.10 - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected
brw-7000-nv3090-new-cooling caffe: AlexNet - NVIDIA CUDA - 100 caffe: AlexNet - NVIDIA CUDA - 200 caffe: AlexNet - NVIDIA CUDA - 1000 caffe: GoogleNet - NVIDIA CUDA - 100 caffe: GoogleNet - NVIDIA CUDA - 200 caffe: GoogleNet - NVIDIA CUDA - 1000 shoc: OpenCL - S3D shoc: OpenCL - Triad shoc: OpenCL - FFT SP shoc: OpenCL - MD5 Hash shoc: OpenCL - Reduction shoc: OpenCL - GEMM SGEMM_N shoc: OpenCL - Max SP Flops shoc: OpenCL - Bus Speed Download shoc: OpenCL - Bus Speed Readback shoc: OpenCL - Texture Read Bandwidth ncnn: Vulkan GPU - mobilenet ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 ncnn: Vulkan GPU - shufflenet-v2 ncnn: Vulkan GPU - mnasnet ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - blazeface ncnn: Vulkan GPU - googlenet ncnn: Vulkan GPU - vgg16 ncnn: Vulkan GPU - resnet18 ncnn: Vulkan GPU - alexnet ncnn: Vulkan GPU - resnet50 ncnn: Vulkan GPU - yolov4-tiny ncnn: Vulkan GPU - squeezenet_ssd ncnn: Vulkan GPU - regnety_400m ncnn: Vulkan GPU - vision_transformer ncnn: Vulkan GPU - FastestDet gromacs: NVIDIA CUDA GPU - water_GMX50_bare rodinia: OpenCL Particle Filter arrayfire: Conjugate Gradient OpenCL v-ray: NVIDIA RTX GPU v-ray: NVIDIA CUDA GPU blender: BMW27 - NVIDIA OptiX blender: Classroom - NVIDIA OptiX blender: Fishy Cat - NVIDIA OptiX blender: Barbershop - NVIDIA OptiX blender: Pabellon Barcelona - NVIDIA OptiX neatbench: GPU indigobench: OpenCL GPU - Bedroom indigobench: OpenCL GPU - Supercar luxcorerender: DLSC - GPU luxcorerender: Danish Mood - GPU luxcorerender: Orange Juice - GPU luxcorerender: LuxCore Benchmark - GPU luxcorerender: Rainbow Colors and Prism - GPU fahbench: hashcat: MD5 hashcat: SHA1 hashcat: 7-Zip hashcat: SHA-512 hashcat: TrueCrypt RIPEMD160 + XTS mixbench: OpenCL - Integer mixbench: NVIDIA CUDA - Integer mixbench: OpenCL - Double Precision mixbench: OpenCL - Single Precision mixbench: NVIDIA CUDA - Half Precision mixbench: NVIDIA CUDA - Double Precision mixbench: NVIDIA CUDA - Single Precision namd-cuda: ATPase Simulation - 327,506 Atoms octanebench: Total Score financebench: Black-Scholes OpenCL cl-mem: Copy cl-mem: Read cl-mem: Write clpeak: Integer Compute INT clpeak: Single-Precision Float clpeak: Double-Precision Double clpeak: Global Memory Bandwidth mandelgpu: GPU viennacl: CPU BLAS - sCOPY viennacl: CPU BLAS - sAXPY viennacl: CPU BLAS - sDOT viennacl: CPU BLAS - dCOPY viennacl: CPU BLAS - dAXPY viennacl: CPU BLAS - dDOT viennacl: CPU BLAS - dGEMV-N viennacl: CPU BLAS - dGEMV-T viennacl: CPU BLAS - dGEMM-NN viennacl: CPU BLAS - dGEMM-NT viennacl: CPU BLAS - dGEMM-TN viennacl: CPU BLAS - dGEMM-TT viennacl: OpenCL BLAS - sCOPY viennacl: OpenCL BLAS - sAXPY viennacl: OpenCL BLAS - sDOT viennacl: OpenCL BLAS - dCOPY viennacl: OpenCL BLAS - dAXPY viennacl: OpenCL BLAS - dDOT viennacl: OpenCL BLAS - dGEMV-N viennacl: OpenCL BLAS - dGEMV-T viennacl: OpenCL BLAS - dGEMM-NN viennacl: OpenCL BLAS - dGEMM-NT viennacl: OpenCL BLAS - dGEMM-TN viennacl: OpenCL BLAS - dGEMM-TT realsr-ncnn: 4x - No realsr-ncnn: 4x - Yes vkfft: vkpeak: fp32-scalar vkpeak: fp32-vec4 vkpeak: fp16-scalar vkpeak: fp16-vec4 vkpeak: fp64-scalar vkpeak: fp64-vec4 vkpeak: int32-scalar vkpeak: int32-vec4 vkpeak: int16-scalar vkpeak: int16-vec4 vkresample: 2x - Double vkresample: 2x - Single waifu2x-ncnn: 2x - 3 - Yes NVIDIA GeForce RTX 3090 665.716 1326.11 6579.64 2421.52 4818.20 24039.1 425.367 25.7747 2344.45 43.4218 392.740 7869.34 39671.8 26.8935 26.4011 2162.32 2.56 1.28 1.37 1.21 0.98 4.03 0.68 5.42 2.12 1.79 0.93 2.25 5.69 30.76 1.55 142.70 1.88 23.548 3.739 1.598 2873 2108 5.79 13.61 10.29 50.77 15.57 3090 21.233 52.745 14.33 9.84 12.59 12.27 34.62 326.0144 69079233333 21922466667 1087700 3165766667 820600 19192.58 16351.31 502.08 35814.24 36616.57 467.53 34040.90 0.07307 678.836819 5.916 360.2 825.0 728.8 17608.86 34393.37 634.45 815.03 572570897.3 544 798 205 93.9 141 128 199 166 51.9 50.2 54.7 52.3 363 497 373 602 720 648 186 372 587 589 590 583 5.537 29.346 47057 20431.03 26974.87 20269.04 40154.41 637.25 637.21 20309.58 20222.78 13407.67 16794.84 121.563 9.340 3.190 OpenBenchmarking.org
Caffe Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 100 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 100 NVIDIA GeForce RTX 3090 140 280 420 560 700 SE +/- 1.92, N = 3 665.72 1. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lcrypto -lcurl -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
Caffe Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 200 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 200 NVIDIA GeForce RTX 3090 300 600 900 1200 1500 SE +/- 2.01, N = 3 1326.11 1. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lcrypto -lcurl -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
Caffe Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 1000 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 1000 NVIDIA GeForce RTX 3090 1400 2800 4200 5600 7000 SE +/- 3.51, N = 3 6579.64 1. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lcrypto -lcurl -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
Caffe Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 100 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 100 NVIDIA GeForce RTX 3090 500 1000 1500 2000 2500 SE +/- 2.64, N = 3 2421.52 1. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lcrypto -lcurl -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
Caffe Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 200 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 200 NVIDIA GeForce RTX 3090 1000 2000 3000 4000 5000 SE +/- 2.21, N = 3 4818.20 1. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lcrypto -lcurl -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
Caffe Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 1000 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 1000 NVIDIA GeForce RTX 3090 5K 10K 15K 20K 25K SE +/- 27.63, N = 3 24039.1 1. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lcrypto -lcurl -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: S3D OpenBenchmarking.org GFLOPS, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: S3D NVIDIA GeForce RTX 3090 90 180 270 360 450 SE +/- 0.73, N = 3 425.37 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Triad OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Triad NVIDIA GeForce RTX 3090 6 12 18 24 30 SE +/- 0.03, N = 3 25.77 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: FFT SP OpenBenchmarking.org GFLOPS, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: FFT SP NVIDIA GeForce RTX 3090 500 1000 1500 2000 2500 SE +/- 1.38, N = 3 2344.45 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: MD5 Hash OpenBenchmarking.org GHash/s, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: MD5 Hash NVIDIA GeForce RTX 3090 10 20 30 40 50 SE +/- 0.00, N = 3 43.42 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Reduction OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Reduction NVIDIA GeForce RTX 3090 90 180 270 360 450 SE +/- 0.08, N = 3 392.74 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: GEMM SGEMM_N OpenBenchmarking.org GFLOPS, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: GEMM SGEMM_N NVIDIA GeForce RTX 3090 2K 4K 6K 8K 10K SE +/- 21.14, N = 3 7869.34 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Max SP Flops OpenBenchmarking.org GFLOPS, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Max SP Flops NVIDIA GeForce RTX 3090 8K 16K 24K 32K 40K SE +/- 95.24, N = 3 39671.8 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Bus Speed Download OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Bus Speed Download NVIDIA GeForce RTX 3090 6 12 18 24 30 SE +/- 0.00, N = 3 26.89 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Bus Speed Readback OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Bus Speed Readback NVIDIA GeForce RTX 3090 6 12 18 24 30 SE +/- 0.00, N = 3 26.40 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Texture Read Bandwidth OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Texture Read Bandwidth NVIDIA GeForce RTX 3090 500 1000 1500 2000 2500 SE +/- 7.47, N = 3 2162.32 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -lmpi_cxx -lmpi
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: Vulkan GPU - Model: mobilenet NVIDIA GeForce RTX 3090 0.576 1.152 1.728 2.304 2.88 SE +/- 0.01, N = 3 2.56 MIN: 2.51 / MAX: 3.88 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 NVIDIA GeForce RTX 3090 0.288 0.576 0.864 1.152 1.44 SE +/- 0.16, N = 3 1.28 MIN: 0.93 / MAX: 3.8 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 NVIDIA GeForce RTX 3090 0.3083 0.6166 0.9249 1.2332 1.5415 SE +/- 0.07, N = 3 1.37 MIN: 1.22 / MAX: 2.87 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: Vulkan GPU - Model: shufflenet-v2 NVIDIA GeForce RTX 3090 0.2723 0.5446 0.8169 1.0892 1.3615 SE +/- 0.01, N = 3 1.21 MIN: 1.17 / MAX: 2.81 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: Vulkan GPU - Model: mnasnet NVIDIA GeForce RTX 3090 0.2205 0.441 0.6615 0.882 1.1025 SE +/- 0.01, N = 2 0.98 MIN: 0.95 / MAX: 2.6 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: Vulkan GPU - Model: efficientnet-b0 NVIDIA GeForce RTX 3090 0.9068 1.8136 2.7204 3.6272 4.534 SE +/- 0.10, N = 3 4.03 MIN: 2.1 / MAX: 24.11 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: Vulkan GPU - Model: blazeface NVIDIA GeForce RTX 3090 0.153 0.306 0.459 0.612 0.765 SE +/- 0.00, N = 3 0.68 MIN: 0.66 / MAX: 1.18 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: Vulkan GPU - Model: googlenet NVIDIA GeForce RTX 3090 1.2195 2.439 3.6585 4.878 6.0975 SE +/- 0.65, N = 3 5.42 MIN: 1.78 / MAX: 24.35 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: Vulkan GPU - Model: vgg16 NVIDIA GeForce RTX 3090 0.477 0.954 1.431 1.908 2.385 SE +/- 0.03, N = 3 2.12 MIN: 1.41 / MAX: 9.48 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: Vulkan GPU - Model: resnet18 NVIDIA GeForce RTX 3090 0.4028 0.8056 1.2084 1.6112 2.014 SE +/- 0.08, N = 3 1.79 MIN: 0.98 / MAX: 5.44 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: Vulkan GPU - Model: alexnet NVIDIA GeForce RTX 3090 0.2093 0.4186 0.6279 0.8372 1.0465 SE +/- 0.00, N = 3 0.93 MIN: 0.91 / MAX: 1.91 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: Vulkan GPU - Model: resnet50 NVIDIA GeForce RTX 3090 0.5063 1.0126 1.5189 2.0252 2.5315 SE +/- 0.01, N = 3 2.25 MIN: 1.57 / MAX: 5.53 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: Vulkan GPU - Model: yolov4-tiny NVIDIA GeForce RTX 3090 1.2803 2.5606 3.8409 5.1212 6.4015 SE +/- 0.03, N = 3 5.69 MIN: 4.65 / MAX: 7.81 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: Vulkan GPU - Model: squeezenet_ssd NVIDIA GeForce RTX 3090 7 14 21 28 35 SE +/- 1.43, N = 3 30.76 MIN: 6.8 / MAX: 59.54 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: Vulkan GPU - Model: regnety_400m NVIDIA GeForce RTX 3090 0.3488 0.6976 1.0464 1.3952 1.744 SE +/- 0.00, N = 3 1.55 MIN: 1.52 / MAX: 2.91 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: vision_transformer OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: Vulkan GPU - Model: vision_transformer NVIDIA GeForce RTX 3090 30 60 90 120 150 SE +/- 0.60, N = 3 142.70 MIN: 110.48 / MAX: 170.68 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: FastestDet OpenBenchmarking.org ms, Fewer Is Better NCNN 20220729 Target: Vulkan GPU - Model: FastestDet NVIDIA GeForce RTX 3090 0.423 0.846 1.269 1.692 2.115 SE +/- 0.03, N = 3 1.88 MIN: 1.31 / MAX: 3.29 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
GROMACS Implementation: NVIDIA CUDA GPU - Input: water_GMX50_bare OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2023 Implementation: NVIDIA CUDA GPU - Input: water_GMX50_bare NVIDIA GeForce RTX 3090 6 12 18 24 30 SE +/- 0.03, N = 3 23.55 1. (CXX) g++ options: -O3
Rodinia Test: OpenCL Particle Filter OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenCL Particle Filter NVIDIA GeForce RTX 3090 0.8413 1.6826 2.5239 3.3652 4.2065 SE +/- 0.016, N = 3 3.739 1. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl
ArrayFire Test: Conjugate Gradient OpenCL OpenBenchmarking.org ms, Fewer Is Better ArrayFire 3.7 Test: Conjugate Gradient OpenCL NVIDIA GeForce RTX 3090 0.3596 0.7192 1.0788 1.4384 1.798 SE +/- 0.004, N = 3 1.598 1. (CXX) g++ options: -rdynamic
Chaos Group V-RAY Mode: NVIDIA RTX GPU OpenBenchmarking.org vrays, More Is Better Chaos Group V-RAY 5.02 Mode: NVIDIA RTX GPU NVIDIA GeForce RTX 3090 600 1200 1800 2400 3000 SE +/- 4.81, N = 3 2873
Chaos Group V-RAY Mode: NVIDIA CUDA GPU OpenBenchmarking.org vpaths, More Is Better Chaos Group V-RAY 5.02 Mode: NVIDIA CUDA GPU NVIDIA GeForce RTX 3090 500 1000 1500 2000 2500 SE +/- 1.15, N = 3 2108
Blender Blend File: BMW27 - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.6 Blend File: BMW27 - Compute: NVIDIA OptiX NVIDIA GeForce RTX 3090 1.3028 2.6056 3.9084 5.2112 6.514 SE +/- 0.02, N = 3 5.79
Blender Blend File: Classroom - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.6 Blend File: Classroom - Compute: NVIDIA OptiX NVIDIA GeForce RTX 3090 3 6 9 12 15 SE +/- 0.01, N = 3 13.61
Blender Blend File: Fishy Cat - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.6 Blend File: Fishy Cat - Compute: NVIDIA OptiX NVIDIA GeForce RTX 3090 3 6 9 12 15 SE +/- 0.01, N = 3 10.29
Blender Blend File: Barbershop - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.6 Blend File: Barbershop - Compute: NVIDIA OptiX NVIDIA GeForce RTX 3090 11 22 33 44 55 SE +/- 0.06, N = 3 50.77
Blender Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 3.6 Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX NVIDIA GeForce RTX 3090 4 8 12 16 20 SE +/- 0.02, N = 3 15.57
NeatBench Acceleration: GPU OpenBenchmarking.org FPS, More Is Better NeatBench 5 Acceleration: GPU NVIDIA GeForce RTX 3090 700 1400 2100 2800 3500 SE +/- 0.00, N = 3 3090
IndigoBench Acceleration: OpenCL GPU - Scene: Bedroom OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Bedroom NVIDIA GeForce RTX 3090 5 10 15 20 25 SE +/- 0.01, N = 3 21.23
IndigoBench Acceleration: OpenCL GPU - Scene: Supercar OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Supercar NVIDIA GeForce RTX 3090 12 24 36 48 60 SE +/- 0.02, N = 3 52.75
LuxCoreRender Scene: DLSC - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.6 Scene: DLSC - Acceleration: GPU NVIDIA GeForce RTX 3090 4 8 12 16 20 SE +/- 0.02, N = 3 14.33 MIN: 13.44 / MAX: 14.8
LuxCoreRender Scene: Danish Mood - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.6 Scene: Danish Mood - Acceleration: GPU NVIDIA GeForce RTX 3090 3 6 9 12 15 SE +/- 0.01, N = 3 9.84 MIN: 3.18 / MAX: 11.79
LuxCoreRender Scene: Orange Juice - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.6 Scene: Orange Juice - Acceleration: GPU NVIDIA GeForce RTX 3090 3 6 9 12 15 SE +/- 0.02, N = 3 12.59 MIN: 10.31 / MAX: 17.18
LuxCoreRender Scene: LuxCore Benchmark - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.6 Scene: LuxCore Benchmark - Acceleration: GPU NVIDIA GeForce RTX 3090 3 6 9 12 15 SE +/- 0.02, N = 3 12.27 MIN: 3.42 / MAX: 14.73
LuxCoreRender Scene: Rainbow Colors and Prism - Acceleration: GPU OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.6 Scene: Rainbow Colors and Prism - Acceleration: GPU NVIDIA GeForce RTX 3090 8 16 24 32 40 SE +/- 0.04, N = 3 34.62 MIN: 30.55 / MAX: 37.76
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 NVIDIA GeForce RTX 3090 70 140 210 280 350 SE +/- 0.64, N = 3 326.01
Hashcat Benchmark: MD5 OpenBenchmarking.org H/s, More Is Better Hashcat 6.2.4 Benchmark: MD5 NVIDIA GeForce RTX 3090 15000M 30000M 45000M 60000M 75000M SE +/- 196763346.29, N = 3 69079233333
Hashcat Benchmark: SHA1 OpenBenchmarking.org H/s, More Is Better Hashcat 6.2.4 Benchmark: SHA1 NVIDIA GeForce RTX 3090 5000M 10000M 15000M 20000M 25000M SE +/- 39912083.94, N = 3 21922466667
Hashcat Benchmark: 7-Zip OpenBenchmarking.org H/s, More Is Better Hashcat 6.2.4 Benchmark: 7-Zip NVIDIA GeForce RTX 3090 200K 400K 600K 800K 1000K SE +/- 251.66, N = 3 1087700
Hashcat Benchmark: SHA-512 OpenBenchmarking.org H/s, More Is Better Hashcat 6.2.4 Benchmark: SHA-512 NVIDIA GeForce RTX 3090 700M 1400M 2100M 2800M 3500M SE +/- 1827870.65, N = 3 3165766667
Hashcat Benchmark: TrueCrypt RIPEMD160 + XTS OpenBenchmarking.org H/s, More Is Better Hashcat 6.2.4 Benchmark: TrueCrypt RIPEMD160 + XTS NVIDIA GeForce RTX 3090 200K 400K 600K 800K 1000K SE +/- 2762.25, N = 3 820600
Mixbench Backend: OpenCL - Benchmark: Integer OpenBenchmarking.org GIOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Integer NVIDIA GeForce RTX 3090 4K 8K 12K 16K 20K SE +/- 325.11, N = 15 19192.58 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Integer OpenBenchmarking.org GIOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer NVIDIA GeForce RTX 3090 4K 8K 12K 16K 20K SE +/- 306.35, N = 15 16351.31 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: OpenCL - Benchmark: Double Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Double Precision NVIDIA GeForce RTX 3090 110 220 330 440 550 SE +/- 8.46, N = 15 502.08 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: OpenCL - Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Single Precision NVIDIA GeForce RTX 3090 8K 16K 24K 32K 40K SE +/- 599.97, N = 15 35814.24 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Half Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision NVIDIA GeForce RTX 3090 8K 16K 24K 32K 40K SE +/- 700.16, N = 15 36616.57 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Double Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision NVIDIA GeForce RTX 3090 100 200 300 400 500 SE +/- 0.00, N = 3 467.53 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Backend: NVIDIA CUDA - Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision NVIDIA GeForce RTX 3090 7K 14K 21K 28K 35K SE +/- 508.35, N = 15 34040.90 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
NAMD CUDA ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD CUDA 2.14 ATPase Simulation - 327,506 Atoms NVIDIA GeForce RTX 3090 0.0164 0.0328 0.0492 0.0656 0.082 SE +/- 0.00053, N = 3 0.07307
OctaneBench Total Score OpenBenchmarking.org Score, More Is Better OctaneBench 2020.1 Total Score NVIDIA GeForce RTX 3090 150 300 450 600 750 678.84
FinanceBench Benchmark: Black-Scholes OpenCL OpenBenchmarking.org ms, Fewer Is Better FinanceBench 2016-07-25 Benchmark: Black-Scholes OpenCL NVIDIA GeForce RTX 3090 1.3311 2.6622 3.9933 5.3244 6.6555 SE +/- 0.002, N = 3 5.916 1. (CXX) g++ options: -O3 -march=native -fopenmp
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Copy NVIDIA GeForce RTX 3090 80 160 240 320 400 SE +/- 0.13, N = 3 360.2 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Read OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Read NVIDIA GeForce RTX 3090 200 400 600 800 1000 SE +/- 0.12, N = 3 825.0 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Write OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Write NVIDIA GeForce RTX 3090 160 320 480 640 800 SE +/- 0.35, N = 3 728.8 1. (CC) gcc options: -O2 -flto -lOpenCL
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS, More Is Better clpeak 1.1.2 OpenCL Test: Integer Compute INT NVIDIA GeForce RTX 3090 4K 8K 12K 16K 20K SE +/- 3.45, N = 3 17608.86 1. (CXX) g++ options: -O3
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS, More Is Better clpeak 1.1.2 OpenCL Test: Single-Precision Float NVIDIA GeForce RTX 3090 7K 14K 21K 28K 35K SE +/- 6.64, N = 3 34393.37 1. (CXX) g++ options: -O3
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS, More Is Better clpeak 1.1.2 OpenCL Test: Double-Precision Double NVIDIA GeForce RTX 3090 140 280 420 560 700 SE +/- 0.90, N = 3 634.45 1. (CXX) g++ options: -O3
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS, More Is Better clpeak 1.1.2 OpenCL Test: Global Memory Bandwidth NVIDIA GeForce RTX 3090 200 400 600 800 1000 SE +/- 0.13, N = 3 815.03 1. (CXX) g++ options: -O3
MandelGPU OpenCL Device: GPU OpenBenchmarking.org Samples/sec, More Is Better MandelGPU 1.3pts1 OpenCL Device: GPU NVIDIA GeForce RTX 3090 120M 240M 360M 480M 600M SE +/- 1681425.59, N = 3 572570897.3 1. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
ViennaCL Test: CPU BLAS - sCOPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - sCOPY NVIDIA GeForce RTX 3090 120 240 360 480 600 SE +/- 6.01, N = 3 544 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - sAXPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - sAXPY NVIDIA GeForce RTX 3090 200 400 600 800 1000 SE +/- 5.55, N = 3 798 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - sDOT OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - sDOT NVIDIA GeForce RTX 3090 40 80 120 160 200 SE +/- 0.33, N = 3 205 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - dCOPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - dCOPY NVIDIA GeForce RTX 3090 20 40 60 80 100 SE +/- 0.23, N = 3 93.9 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - dAXPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - dAXPY NVIDIA GeForce RTX 3090 30 60 90 120 150 SE +/- 0.33, N = 3 141 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - dDOT OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - dDOT NVIDIA GeForce RTX 3090 30 60 90 120 150 SE +/- 0.33, N = 3 128 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - dGEMV-N OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - dGEMV-N NVIDIA GeForce RTX 3090 40 80 120 160 200 SE +/- 0.67, N = 3 199 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - dGEMV-T OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - dGEMV-T NVIDIA GeForce RTX 3090 40 80 120 160 200 SE +/- 0.33, N = 3 166 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - dGEMM-NN OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-NN NVIDIA GeForce RTX 3090 12 24 36 48 60 SE +/- 0.17, N = 3 51.9 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - dGEMM-NT OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-NT NVIDIA GeForce RTX 3090 11 22 33 44 55 SE +/- 0.15, N = 3 50.2 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - dGEMM-TN OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-TN NVIDIA GeForce RTX 3090 12 24 36 48 60 SE +/- 0.03, N = 3 54.7 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: CPU BLAS - dGEMM-TT OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-TT NVIDIA GeForce RTX 3090 12 24 36 48 60 SE +/- 0.22, N = 3 52.3 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - sCOPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - sCOPY NVIDIA GeForce RTX 3090 80 160 240 320 400 SE +/- 0.58, N = 3 363 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - sAXPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - sAXPY NVIDIA GeForce RTX 3090 110 220 330 440 550 SE +/- 0.33, N = 3 497 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - sDOT OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - sDOT NVIDIA GeForce RTX 3090 80 160 240 320 400 SE +/- 0.33, N = 3 373 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dCOPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dCOPY NVIDIA GeForce RTX 3090 130 260 390 520 650 SE +/- 0.33, N = 3 602 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dAXPY OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dAXPY NVIDIA GeForce RTX 3090 160 320 480 640 800 SE +/- 0.33, N = 3 720 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dDOT OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dDOT NVIDIA GeForce RTX 3090 140 280 420 560 700 SE +/- 0.00, N = 3 648 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dGEMV-N OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMV-N NVIDIA GeForce RTX 3090 40 80 120 160 200 SE +/- 0.00, N = 3 186 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dGEMV-T OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMV-T NVIDIA GeForce RTX 3090 80 160 240 320 400 SE +/- 0.33, N = 3 372 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dGEMM-NN OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-NN NVIDIA GeForce RTX 3090 130 260 390 520 650 SE +/- 1.53, N = 3 587 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dGEMM-NT OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-NT NVIDIA GeForce RTX 3090 130 260 390 520 650 SE +/- 1.86, N = 3 589 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dGEMM-TN OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-TN NVIDIA GeForce RTX 3090 130 260 390 520 650 SE +/- 0.50, N = 2 590 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
ViennaCL Test: OpenCL BLAS - dGEMM-TT OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-TT NVIDIA GeForce RTX 3090 130 260 390 520 650 583 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No NVIDIA GeForce RTX 3090 1.2458 2.4916 3.7374 4.9832 6.229 SE +/- 0.013, N = 3 5.537
RealSR-NCNN Scale: 4x - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: Yes NVIDIA GeForce RTX 3090 7 14 21 28 35 SE +/- 0.03, N = 3 29.35
VkFFT OpenBenchmarking.org Benchmark Score, More Is Better VkFFT 1.1.1 NVIDIA GeForce RTX 3090 10K 20K 30K 40K 50K SE +/- 590.64, N = 9 47057 1. (CXX) g++ options: -O3
vkpeak fp32-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp32-scalar NVIDIA GeForce RTX 3090 4K 8K 12K 16K 20K SE +/- 76.56, N = 3 20431.03
vkpeak fp32-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp32-vec4 NVIDIA GeForce RTX 3090 6K 12K 18K 24K 30K SE +/- 1.02, N = 3 26974.87
vkpeak fp16-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp16-scalar NVIDIA GeForce RTX 3090 4K 8K 12K 16K 20K SE +/- 49.02, N = 3 20269.04
vkpeak fp16-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp16-vec4 NVIDIA GeForce RTX 3090 9K 18K 27K 36K 45K SE +/- 103.02, N = 3 40154.41
vkpeak fp64-scalar OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp64-scalar NVIDIA GeForce RTX 3090 140 280 420 560 700 SE +/- 1.61, N = 3 637.25
vkpeak fp64-vec4 OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp64-vec4 NVIDIA GeForce RTX 3090 140 280 420 560 700 SE +/- 1.61, N = 3 637.21
vkpeak int32-scalar OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int32-scalar NVIDIA GeForce RTX 3090 4K 8K 12K 16K 20K SE +/- 21.16, N = 3 20309.58
vkpeak int32-vec4 OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int32-vec4 NVIDIA GeForce RTX 3090 4K 8K 12K 16K 20K SE +/- 18.77, N = 3 20222.78
vkpeak int16-scalar OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int16-scalar NVIDIA GeForce RTX 3090 3K 6K 9K 12K 15K SE +/- 13.65, N = 3 13407.67
vkpeak int16-vec4 OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int16-vec4 NVIDIA GeForce RTX 3090 4K 8K 12K 16K 20K SE +/- 45.67, N = 3 16794.84
VkResample Upscale: 2x - Precision: Double OpenBenchmarking.org ms, Fewer Is Better VkResample 1.0 Upscale: 2x - Precision: Double NVIDIA GeForce RTX 3090 30 60 90 120 150 SE +/- 0.07, N = 3 121.56 1. (CXX) g++ options: -O3
VkResample Upscale: 2x - Precision: Single OpenBenchmarking.org ms, Fewer Is Better VkResample 1.0 Upscale: 2x - Precision: Single NVIDIA GeForce RTX 3090 3 6 9 12 15 SE +/- 0.007, N = 3 9.340 1. (CXX) g++ options: -O3
Waifu2x-NCNN Vulkan Scale: 2x - Denoise: 3 - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: Yes NVIDIA GeForce RTX 3090 0.7178 1.4356 2.1534 2.8712 3.589 SE +/- 0.008, N = 3 3.190
Phoronix Test Suite v10.8.5