AMD EPYC 9654 Genoa AVX-512 benchmark comparison by Michael Larabel for a future article.
AVX-512 On Kernel Notes: Transparent Huge Pages: madviseEnvironment Notes: CXXFLAGS="-O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -mprefer-vector-width=512" CFLAGS="-O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -mprefer-vector-width=512"Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/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-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 -vProcessor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10110dPython Notes: Python 3.10.7Security Notes: 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
AVX-512 Off Processor: 2 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1002E BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VGA HDMI, Network: Broadcom NetXtreme BCM5720 PCIe
OS: Ubuntu 22.10, Kernel: 6.1.0-phx (x86_64), Desktop: GNOME Shell 43.0, Display Server: X Server 1.21.1.4, Vulkan: 1.3.224, Compiler: GCC 12.2.0 + Clang 15.0.2-1, File-System: ext4, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: madviseEnvironment Notes: CXXFLAGS="-O3 -march=native -mno-avx512f" CFLAGS="-O3 -march=native -mno-avx512f"Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/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-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 -vProcessor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10110dPython Notes: Python 3.10.7Security Notes: 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
AMD EPYC 4th Gen AVX-512 Comparison OpenBenchmarking.org Phoronix Test Suite 2 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads) AMD Titanite_4G (RTI1002E BIOS) AMD Device 14a4 1520GB 800GB INTEL SSDPF21Q800GB ASPEED VGA HDMI Broadcom NetXtreme BCM5720 PCIe Ubuntu 22.10 6.1.0-phx (x86_64) GNOME Shell 43.0 X Server 1.21.1.4 1.3.224 GCC 12.2.0 + Clang 15.0.2-1 ext4 1920x1080 Processor Motherboard Chipset Memory Disk Graphics Monitor Network OS Kernel Desktop Display Server Vulkan Compiler File-System Screen Resolution AMD EPYC 4th Gen AVX-512 Comparison Benchmarks System Logs - Transparent Huge Pages: madvise - AVX-512 On: CXXFLAGS="-O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -mprefer-vector-width=512" CFLAGS="-O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -mprefer-vector-width=512" - AVX-512 Off: CXXFLAGS="-O3 -march=native -mno-avx512f" CFLAGS="-O3 -march=native -mno-avx512f" - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/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-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 performance (Boost: Enabled) - CPU Microcode: 0xa10110d - Python 3.10.7 - 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
AVX-512 On vs. AVX-512 Off Comparison Phoronix Test Suite Baseline +46.4% +46.4% +92.8% +92.8% +139.2% +139.2% 50.5% 37.6% 3.6% CPU - 16 - AlexNet 185.4% R.N.N.T - bf16bf16bf16 - CPU 155.1% D.T.S 153.4% R.N.N.T - f32 - CPU 152.5% W.P.D.F - CPU 143.4% W.P.D.F - CPU 143% F.D.F - CPU 132.2% F.D.F - CPU 131.9% A.G.R.R.0.F - CPU 120% LBC, LBRY Credits 117% Device AI Score 115.1% M.T.E.T.D.F - CPU 114.8% M.T.E.T.D.F - CPU 114.7% W.P.D.F.I - CPU 104.7% W.P.D.F.I - CPU 104.5% F.D.F.I - CPU 104.2% F.D.F.I - CPU 103.9% V.D.F - CPU 97.1% V.D.F - CPU 97% CPU - 16 - GoogLeNet 93.3% D.I.S 92.8% V.D.F.I - CPU 84.7% V.D.F.I - CPU 84.6% D.B.s - f32 - CPU 78.2% P.V.B.D.F - CPU 76.5% P.V.B.D.F - CPU 76.4% CPU - 16 - ResNet-50 73.7% gravity_spheres_volume/dim_512/scivis/real_time 71.4% Q.S.2.P 70.9% P.D.F - CPU 70% P.D.F - CPU 69.5% P.D.F - CPU 68.4% P.D.F - CPU 67.7% gravity_spheres_volume/dim_512/ao/real_time 67.4% scrypt 62.9% A.G.R.R.0.F.I - CPU 58.3% resnet-v2-50 56.1% N.Q.A.B.b.u.S.1.P - A.M.S 55.2% N.Q.A.B.b.u.S.1.P - A.M.S 55.2% inception-v3 Garlicoin 46.5% OpenMP - BM1 44.1% OpenMP - BM1 44.1% N.Q.A.B.b.u.S.1.P - S.S.S 41.5% N.Q.A.B.b.u.S.1.P - S.S.S 41.5% C.C.R.5.I - A.M.S 38.5% C.C.R.5.I - A.M.S 38.4% R.N.N.I - bf16bf16bf16 - CPU A.G.R.R.0.F - CPU 37.4% Skeincoin 36.7% OpenMP - BM2 35.4% OpenMP - BM2 35.4% gravity_spheres_volume/dim_512/pathtracer/real_time 33.8% x25x 33.1% DistinctUserID 30.7% PartialTweets 30.4% C.D.Y.C - A.M.S 24.1% C.D.Y.C - A.M.S 24% Kostya 23.3% 2 - 1080p - 32 - Path Tracer 23% 2 - 4K - 16 - Path Tracer 22.8% 2 - 1080p - 16 - Path Tracer 22.7% 1 - 1080p - 32 - Path Tracer 22.4% 1 - 1080p - 1 - Path Tracer 22.3% 2 - 4K - 32 - Path Tracer 22.2% 1 - 4K - 1 - Path Tracer 22.2% 1 - 4K - 32 - Path Tracer 22.1% 1 - 4K - 16 - Path Tracer 22.1% 1 - 1080p - 16 - Path Tracer 22% 3 - 1080p - 16 - Path Tracer 21.7% 3 - 1080p - 32 - Path Tracer 21.6% TopTweet 21.2% 3 - 4K - 1 - Path Tracer 21.2% LargeRand 21.2% N.T.C.B.b.u.S - A.M.S 21% 3 - 4K - 16 - Path Tracer 21% N.T.C.B.b.u.S - A.M.S 20.9% 3 - 1080p - 1 - Path Tracer 20.9% 3 - 4K - 32 - Path Tracer 20.7% Pathtracer ISPC - Asian Dragon 20.4% Pathtracer ISPC - Asian Dragon Obj 20.2% C.D.Y.C - S.S.S 20.1% C.D.Y.C - S.S.S 20.1% Pathtracer ISPC - Crown 19.8% 2 - 4K - 1 - Path Tracer 19.5% 2 - 1080p - 1 - Path Tracer 19.5% N.T.C.D.m - A.M.S 19% d.M.M.S - Execution Time 19% N.T.C.D.m - A.M.S 19% OpenMP - Points2Image 18.7% super-resolution-10 - CPU - Standard 17.7% N.T.C.B.b.u.S - S.S.S 15.6% N.T.C.B.b.u.S - S.S.S 15.6% vklBenchmark ISPC 15.3% CPU - vision_transformer 15% ArcFace ResNet-100 - CPU - Standard 14.5% A.G.R.R.0.F.I - CPU 12.8% N.T.C.B.b.u.c - S.S.S 12.8% N.T.C.B.b.u.c - S.S.S 12.8% N.D.C.o.b.u.o.I - S.S.S 12.2% N.D.C.o.b.u.o.I - S.S.S 12.2% CPU - blazeface 12.1% Eigen 11.4% CPU - regnety_400m 9.2% F.x.A 9.1% CPU - efficientnet-b0 8.9% fcn-resnet101-11 - CPU - Standard 8.4% BLAS 7.8% Fayalite-FIST 6.7% SqueezeNetV1.0 6.6% d.M.M.S - Mesh Time 6.3% N.T.C.D.m - S.S.S 5.4% N.T.C.D.m - S.S.S 5.4% Preset 12 - Bosphorus 4K 5% 4.9% JPEG - 90 4.6% CPU - googlenet 4.6% PNG - 90 4.5% CPU - mnasnet 4.5% B.C 4.3% C.B.S.A - f32 - CPU 4.2% RTLightmap.hdr.4096x4096 bertsquad-12 - CPU - Standard 3.4% Windowed Gaussian 3.3% CPU - FastestDet 3% Preset 13 - Bosphorus 4K 2.8% JPEG - 100 2.8% OpenMP - NDT Mapping 2.7% TensorFlow oneDNN AI Benchmark Alpha oneDNN OpenVINO OpenVINO OpenVINO OpenVINO OpenVINO Cpuminer-Opt AI Benchmark Alpha OpenVINO OpenVINO OpenVINO OpenVINO OpenVINO OpenVINO OpenVINO OpenVINO TensorFlow AI Benchmark Alpha OpenVINO OpenVINO oneDNN OpenVINO OpenVINO TensorFlow OSPRay Cpuminer-Opt OpenVINO OpenVINO OpenVINO OpenVINO OSPRay Cpuminer-Opt OpenVINO Mobile Neural Network Neural Magic DeepSparse Neural Magic DeepSparse Mobile Neural Network Cpuminer-Opt miniBUDE miniBUDE Neural Magic DeepSparse Neural Magic DeepSparse Neural Magic DeepSparse Neural Magic DeepSparse oneDNN OpenVINO Cpuminer-Opt miniBUDE miniBUDE OSPRay Cpuminer-Opt simdjson simdjson Neural Magic DeepSparse Neural Magic DeepSparse simdjson OSPRay Studio OSPRay Studio OSPRay Studio OSPRay Studio OSPRay Studio OSPRay Studio OSPRay Studio OSPRay Studio OSPRay Studio OSPRay Studio OSPRay Studio OSPRay Studio simdjson OSPRay Studio simdjson Neural Magic DeepSparse OSPRay Studio Neural Magic DeepSparse OSPRay Studio OSPRay Studio Embree Embree Neural Magic DeepSparse Neural Magic DeepSparse Embree OSPRay Studio OSPRay Studio Neural Magic DeepSparse OpenFOAM Neural Magic DeepSparse Darmstadt Automotive Parallel Heterogeneous Suite ONNX Runtime Neural Magic DeepSparse Neural Magic DeepSparse OpenVKL NCNN ONNX Runtime OpenVINO Neural Magic DeepSparse Neural Magic DeepSparse Neural Magic DeepSparse Neural Magic DeepSparse NCNN LeelaChessZero NCNN SMHasher NCNN ONNX Runtime LeelaChessZero CP2K Molecular Dynamics Mobile Neural Network OpenFOAM Neural Magic DeepSparse Neural Magic DeepSparse SVT-AV1 Numpy Benchmark JPEG XL libjxl NCNN JPEG XL libjxl NCNN Numenta Anomaly Benchmark oneDNN Intel Open Image Denoise ONNX Runtime Numenta Anomaly Benchmark NCNN SVT-AV1 JPEG XL libjxl Darmstadt Automotive Parallel Heterogeneous Suite AVX-512 On AVX-512 Off
AMD EPYC 4th Gen AVX-512 Comparison minibude: OpenMP - BM1 minibude: OpenMP - BM2 openvino: Face Detection FP16 - CPU openvino: Face Detection FP16-INT8 - CPU openvino: Age Gender Recognition Retail 0013 FP16 - CPU openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPU openvino: Person Detection FP16 - CPU openvino: Person Detection FP32 - CPU openvino: Weld Porosity Detection FP16-INT8 - CPU openvino: Weld Porosity Detection FP16 - CPU openvino: Vehicle Detection FP16-INT8 - CPU openvino: Vehicle Detection FP16 - CPU openvino: Person Vehicle Bike Detection FP16 - CPU openvino: Machine Translation EN To DE FP16 - CPU embree: Pathtracer ISPC - Asian Dragon Obj embree: Pathtracer ISPC - Asian Dragon embree: Pathtracer ISPC - Crown svt-av1: Preset 13 - Bosphorus 4K svt-av1: Preset 12 - Bosphorus 4K simdjson: PartialTweets simdjson: LargeRand simdjson: Kostya simdjson: DistinctUserID simdjson: TopTweet minibude: OpenMP - BM1 minibude: OpenMP - BM2 oidn: RT.hdr_alb_nrm.3840x2160 oidn: RT.ldr_alb_nrm.3840x2160 oidn: RTLightmap.hdr.4096x4096 tensorflow: CPU - 16 - ResNet-50 tensorflow: CPU - 16 - AlexNet tensorflow: CPU - 16 - GoogLeNet onnx: fcn-resnet101-11 - CPU - Standard onnx: super-resolution-10 - CPU - Standard onnx: bertsquad-12 - CPU - Standard onnx: ArcFace ResNet-100 - CPU - Standard openvkl: vklBenchmark ISPC ospray: gravity_spheres_volume/dim_512/ao/real_time ospray: gravity_spheres_volume/dim_512/scivis/real_time ospray: gravity_spheres_volume/dim_512/pathtracer/real_time deepsparse: NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Stream deepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Stream deepsparse: NLP Text Classification, DistilBERT mnli - Synchronous Single-Stream deepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream deepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream deepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Stream deepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Stream deepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Stream deepsparse: CV Detection,YOLOv5s COCO - Synchronous Single-Stream deepsparse: CV Detection,YOLOv5s COCO - Asynchronous Multi-Stream deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Stream cpuminer-opt: scrypt cpuminer-opt: Quad SHA-256, Pyrite cpuminer-opt: x25x cpuminer-opt: Garlicoin cpuminer-opt: Skeincoin cpuminer-opt: LBC, LBRY Credits smhasher: FarmHash32 x86_64 AVX jpegxl: JPEG - 90 jpegxl: JPEG - 100 jpegxl: PNG - 90 lczero: BLAS lczero: Eigen gromacs: MPI CPU - water_GMX50_bare ai-benchmark: Device Inference Score ai-benchmark: Device Training Score ai-benchmark: Device AI Score numpy: daphne: OpenMP - NDT Mapping daphne: OpenMP - Points2Image smhasher: FarmHash32 x86_64 AVX ospray-studio: 1 - 1080p - 1 - Path Tracer ospray-studio: 1 - 1080p - 16 - Path Tracer ospray-studio: 1 - 1080p - 32 - Path Tracer ospray-studio: 1 - 4K - 1 - Path Tracer ospray-studio: 1 - 4K - 16 - Path Tracer ospray-studio: 1 - 4K - 32 - Path Tracer ospray-studio: 2 - 1080p - 1 - Path Tracer ospray-studio: 2 - 1080p - 16 - Path Tracer ospray-studio: 2 - 1080p - 32 - Path Tracer ospray-studio: 2 - 4K - 1 - Path Tracer ospray-studio: 2 - 4K - 16 - Path Tracer ospray-studio: 2 - 4K - 32 - Path Tracer ospray-studio: 3 - 1080p - 1 - Path Tracer ospray-studio: 3 - 1080p - 16 - Path Tracer ospray-studio: 3 - 1080p - 32 - Path Tracer ospray-studio: 3 - 4K - 1 - Path Tracer ospray-studio: 3 - 4K - 16 - Path Tracer ospray-studio: 3 - 4K - 32 - Path Tracer onednn: Convolution Batch Shapes Auto - f32 - CPU onednn: Deconvolution Batch shapes_1d - f32 - CPU onednn: Deconvolution Batch shapes_3d - f32 - CPU onednn: Recurrent Neural Network Training - f32 - CPU onednn: Recurrent Neural Network Training - bf16bf16bf16 - CPU onednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPU mnn: resnet-v2-50 mnn: SqueezeNetV1.0 mnn: inception-v3 ncnn: CPU - mnasnet ncnn: CPU - efficientnet-b0 ncnn: CPU - blazeface ncnn: CPU - googlenet ncnn: CPU - resnet50 ncnn: CPU - regnety_400m ncnn: CPU - vision_transformer ncnn: CPU - FastestDet openvino: Face Detection FP16 - CPU openvino: Face Detection FP16-INT8 - CPU openvino: Age Gender Recognition Retail 0013 FP16 - CPU openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPU openvino: Person Detection FP16 - CPU openvino: Person Detection FP32 - CPU openvino: Weld Porosity Detection FP16-INT8 - CPU openvino: Weld Porosity Detection FP16 - CPU openvino: Vehicle Detection FP16-INT8 - CPU openvino: Vehicle Detection FP16 - CPU openvino: Person Vehicle Bike Detection FP16 - CPU openvino: Machine Translation EN To DE FP16 - CPU deepsparse: NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Stream deepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Stream deepsparse: NLP Text Classification, DistilBERT mnli - Synchronous Single-Stream deepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream deepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream deepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Stream deepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Stream deepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Stream deepsparse: CV Detection,YOLOv5s COCO - Synchronous Single-Stream deepsparse: CV Detection,YOLOv5s COCO - Asynchronous Multi-Stream deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Stream numenta-nab: Bayesian Changepoint numenta-nab: Windowed Gaussian numenta-nab: Relative Entropy openfoam: drivaerFastback, Medium Mesh Size - Mesh Time openfoam: drivaerFastback, Medium Mesh Size - Execution Time cp2k: Fayalite-FIST AVX-512 On AVX-512 Off 291.982 346.081 102.04 193.93 148967.98 170652.71 43.34 43.34 19800.20 9988.44 11202.62 7452.96 9065.34 956.88 184.4701 212.9364 180.9315 246.572 245.555 6.70 1.26 4.18 6.86 6.52 7299.545 8652.005 3.51 3.51 1.66 22.15 157.29 60.17 271 7401 516 1051 1332 44.1566 43.0711 54.2187 84.9988 616.6804 187.0837 1195.9367 1953.0255 34.5206 100.5458 761.2241 189.5611 857.2265 34.2518 4800.61 2260680 7696.06 71553 1951330 1066950 39794.44 9.55 0.74 9.95 9077 9096 18.764 3510 2701 6211 575.66 1371.18 13677.764494843 26.387 148 2353 4698 581 9271 18546 154 2384 4764 604 9385 18808 177 2804 5608 694 11070 22184 0.516167 22.5875 0.989591 1962.06 1955.39 2361.27 15.441 8.579 45.812 42.30 57.71 25.88 72.80 66.34 247.32 74.93 58.95 469.29 246.98 0.55 0.36 1100.25 1101.00 9.63 4.79 4.28 6.43 5.29 50.11 11.7586 155.3462 5.3413 80.0826 49.0328 28.9609 9.9408 125.7860 5.2712 111.7282 29.1892 16.677 4.727 9.898 135.77418 113.63733 1122.725 202.604 255.661 43.94 94.97 108449.49 151239.60 25.50 25.74 9672.94 4110.49 6065.76 3782.08 5135.56 445.59 153.4476 176.8831 151.0558 239.881 233.944 5.14 1.04 3.39 5.25 5.38 5065.096 6391.519 3.50 3.51 1.72 12.75 55.11 31.12 250 6288 499 918 1155 26.3794 25.1354 40.5117 73.5380 509.4462 177.5387 1005.1615 1410.8051 30.6062 71.0437 490.3658 157.819 690.8722 30.5267 2946.08 1322960 5784.25 48827 1427543 491740 36483.70 9.13 0.72 9.52 8423 8162 18.467 1821 1066 2887 548.83 1335.63 11521.38 26.412 181 2871 5749 710 11321 22647 184 2924 5861 722 11524 22985 214 3413 6820 841 13398 26785 0.537682 22.8354 1.76336 4953.98 4989.13 1715.76 24.098 9.146 30.436 44.19 62.86 29.00 76.13 67.48 270.12 86.16 60.73 1088.50 503.50 1.21 0.57 1864.93 1845.95 19.69 11.66 7.90 12.67 9.33 107.62 13.5907 187.8540 5.6282 95.3347 67.9118 32.6647 14.0655 195.1656 6.3313 138.5861 32.7505 17.389 4.882 10.035 144.3478 135.21648 1198.408 OpenBenchmarking.org
CPU Temperature Monitor OpenBenchmarking.org Celsius CPU Temperature Monitor Phoronix Test Suite System Monitoring AVX-512 Off AVX-512 On 14 28 42 56 70 Min: 35.5 / Avg: 51.26 / Max: 73.75 Min: 30.13 / Avg: 49.97 / Max: 73.38
CPU Power Consumption Monitor OpenBenchmarking.org Watts CPU Power Consumption Monitor Phoronix Test Suite System Monitoring AVX-512 Off AVX-512 On 130 260 390 520 650 Min: 106.95 / Avg: 449.58 / Max: 735.32 Min: 26.37 / Avg: 434.8 / Max: 766.01
miniBUDE MiniBUDE is a mini application for the the core computation of the Bristol University Docking Engine (BUDE). This test profile currently makes use of the OpenMP implementation of miniBUDE for CPU benchmarking. Learn more via the OpenBenchmarking.org test page.
Embree Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Frames Per Second Per Watt, More Is Better Embree 3.13 Binary: Pathtracer ISPC - Model: Asian Dragon AVX-512 Off AVX-512 On 0.1591 0.3182 0.4773 0.6364 0.7955 0.431 0.707
SVT-AV1 This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.
simdjson OpenBenchmarking.org GB/s Per Watt, More Is Better simdjson 2.0 Throughput Test: PartialTweets AVX-512 Off AVX-512 On 0.0072 0.0144 0.0216 0.0288 0.036 0.023 0.032
miniBUDE MiniBUDE is a mini application for the the core computation of the Bristol University Docking Engine (BUDE). This test profile currently makes use of the OpenMP implementation of miniBUDE for CPU benchmarking. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Images / Sec Per Watt, More Is Better Intel Open Image Denoise 1.4.0 Run: RT.ldr_alb_nrm.3840x2160 AVX-512 Off AVX-512 On 0.0027 0.0054 0.0081 0.0108 0.0135 0.010 0.012
OpenBenchmarking.org Images / Sec Per Watt, More Is Better Intel Open Image Denoise 1.4.0 Run: RTLightmap.hdr.4096x4096 AVX-512 Off AVX-512 On 0.0011 0.0022 0.0033 0.0044 0.0055 0.004 0.005
TensorFlow This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries too. Learn more via the OpenBenchmarking.org test page.
ONNX Runtime OpenBenchmarking.org Inferences Per Minute Per Watt, More Is Better ONNX Runtime 1.11 Model: fcn-resnet101-11 - Device: CPU - Executor: Standard AVX-512 Off AVX-512 On 0.1233 0.2466 0.3699 0.4932 0.6165 0.497 0.548
OpenBenchmarking.org Inferences Per Minute Per Watt, More Is Better ONNX Runtime 1.11 Model: super-resolution-10 - Device: CPU - Executor: Standard AVX-512 Off AVX-512 On 7 14 21 28 35 23.57 28.54
OpenBenchmarking.org Inferences Per Minute Per Watt, More Is Better ONNX Runtime 1.11 Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard AVX-512 Off AVX-512 On 0.5353 1.0706 1.6059 2.1412 2.6765 2.051 2.379
OpenBenchmarking.org Inferences Per Minute Per Watt, More Is Better ONNX Runtime 1.11 Model: bertsquad-12 - Device: CPU - Executor: Standard AVX-512 Off AVX-512 On 0.3134 0.6268 0.9402 1.2536 1.567 1.315 1.393
OSPRay Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
Cpuminer-Opt Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.
Result
OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.20.3 Algorithm: Quad SHA-256, Pyrite AVX-512 Off AVX-512 On 500K 1000K 1500K 2000K 2500K SE +/- 276.83, N = 3 SE +/- 9040.25, N = 3 1322960 2260680 -mno-avx512f -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi 1. (CXX) g++ options: -O3 -march=native -lcurl -lz -lpthread -lssl -lcrypto -lgmp
kH/s Per Watt
OpenBenchmarking.org kH/s Per Watt, More Is Better Cpuminer-Opt 3.20.3 Algorithm: Quad SHA-256, Pyrite AVX-512 Off AVX-512 On 800 1600 2400 3200 4000 2252.99 3657.53
CPU Peak Freq (Highest CPU Core Frequency
OpenBenchmarking.org Megahertz, More Is Better Cpuminer-Opt 3.20.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 3001 / Avg: 3154.76 / Max: 4285 Min: 2400 / Avg: 3111.92 / Max: 3695
CPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better Cpuminer-Opt 3.20.3 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 130 260 390 520 650 Min: 133.92 / Avg: 587.2 / Max: 653.59 Min: 57.27 / Avg: 618.09 / Max: 724.28 1. AVX-512 Off: Approximate power consumption of 19965 Joules per run. 2. AVX-512 On: Approximate power consumption of 20809 Joules per run.
CPU Temp
OpenBenchmarking.org Celsius, Fewer Is Better Cpuminer-Opt 3.20.3 CPU Temperature Monitor AVX-512 Off AVX-512 On 12 24 36 48 60 Min: 46.63 / Avg: 57.87 / Max: 61.38 Min: 43 / Avg: 58.61 / Max: 62.75
Result Confidence
OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.20.3 Algorithm: Quad SHA-256, Pyrite AVX-512 Off AVX-512 On 400K 800K 1200K 1600K 2000K Min: 1322630 / Avg: 1322960 / Max: 1323510 Min: 2248170 / Avg: 2260680 / Max: 2278240 1. (CXX) g++ options: -O3 -march=native -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.org kH/s Per Watt, More Is Better Cpuminer-Opt 3.20.3 Algorithm: Skeincoin AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 2381.94 3137.56
OpenBenchmarking.org kH/s Per Watt, More Is Better Cpuminer-Opt 3.20.3 Algorithm: LBC, LBRY Credits AVX-512 Off AVX-512 On 400 800 1200 1600 2000 802.76 1658.51
Result
OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.20.3 Algorithm: LBC, LBRY Credits AVX-512 Off AVX-512 On 200K 400K 600K 800K 1000K SE +/- 667.26, N = 3 SE +/- 7645.47, N = 3 491740 1066950 -mno-avx512f -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi 1. (CXX) g++ options: -O3 -march=native -lcurl -lz -lpthread -lssl -lcrypto -lgmp
kH/s Per Watt
OpenBenchmarking.org kH/s Per Watt, More Is Better Cpuminer-Opt 3.20.3 Algorithm: LBC, LBRY Credits AVX-512 Off AVX-512 On 400 800 1200 1600 2000 802.76 1658.51
CPU Peak Freq (Highest CPU Core Frequency
OpenBenchmarking.org Megahertz, More Is Better Cpuminer-Opt 3.20.3 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2729 / Avg: 2933 / Max: 4111 Min: 2400 / Avg: 3059.52 / Max: 3703
CPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better Cpuminer-Opt 3.20.3 CPU Power Consumption Monitor AVX-512 Off AVX-512 On 130 260 390 520 650 Min: 221.61 / Avg: 612.56 / Max: 683.83 Min: 58.72 / Avg: 643.32 / Max: 743.31 1. AVX-512 Off: Approximate power consumption of 20623 Joules per run. 2. AVX-512 On: Approximate power consumption of 21873 Joules per run.
CPU Temp
OpenBenchmarking.org Celsius, Fewer Is Better Cpuminer-Opt 3.20.3 CPU Temperature Monitor AVX-512 Off AVX-512 On 12 24 36 48 60 Min: 47 / Avg: 59.2 / Max: 62.25 Min: 42.38 / Avg: 59.01 / Max: 63.5
Result Confidence
OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.20.3 Algorithm: LBC, LBRY Credits AVX-512 Off AVX-512 On 200K 400K 600K 800K 1000K Min: 490410 / Avg: 491740 / Max: 492500 Min: 1058250 / Avg: 1066950 / Max: 1082190 1. (CXX) g++ options: -O3 -march=native -lcurl -lz -lpthread -lssl -lcrypto -lgmp
AI Benchmark Alpha OpenBenchmarking.org Megahertz, More Is Better AI Benchmark Alpha 0.1.2 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 3068 / Avg: 3710.43 / Max: 4285 Min: 2400 / Avg: 3655.25 / Max: 4107
Neural Magic DeepSparse OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 3507 / Avg: 3697.8 / Max: 3967 Min: 2400 / Avg: 3558.88 / Max: 3801
OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2589 / Avg: 3135.25 / Max: 4299 Min: 2400 / Avg: 3109.43 / Max: 3928
OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 3692 / Avg: 3711.83 / Max: 4154 Min: 2400 / Avg: 3541.16 / Max: 3702
OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2623 / Avg: 2986.9 / Max: 4137 Min: 2400 / Avg: 2868.39 / Max: 3737
OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2552 / Avg: 2938.06 / Max: 3959 Min: 2400 / Avg: 3003.32 / Max: 3730
OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 900 1800 2700 3600 4500 Min: 3686 / Avg: 3710.77 / Max: 4893 Min: 2400 / Avg: 3550.9 / Max: 3868
OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 3678 / Avg: 3701.55 / Max: 4150 Min: 2400 / Avg: 3570.99 / Max: 3764
OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 800 1600 2400 3200 4000 Min: 2568 / Avg: 3214.25 / Max: 4450 Min: 2400 / Avg: 2944.53 / Max: 3885
OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 800 1600 2400 3200 4000 Min: 3068 / Avg: 3641.4 / Max: 4426 Min: 2400 / Avg: 3527.15 / Max: 3821
OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2535 / Avg: 2908.24 / Max: 3834 Min: 2400 / Avg: 2878.73 / Max: 3730
OpenBenchmarking.org Megahertz, More Is Better Neural Magic DeepSparse 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 800 1600 2400 3200 4000 Min: 3089 / Avg: 3678.77 / Max: 4336 Min: 2400 / Avg: 3533.07 / Max: 3703
LeelaChessZero OpenBenchmarking.org Megahertz, More Is Better LeelaChessZero 0.28 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 900 1800 2700 3600 4500 Min: 3383 / Avg: 3700.34 / Max: 4961 Min: 2400 / Avg: 3683.95 / Max: 3952
OpenBenchmarking.org Megahertz, More Is Better LeelaChessZero 0.28 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 3694 / Avg: 3699.28 / Max: 4052 Min: 2400 / Avg: 3685.09 / Max: 4074
OSPRay Studio OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2708 / Avg: 2997.26 / Max: 3911 Min: 2400 / Avg: 2939.43 / Max: 3695
OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2696 / Avg: 2979.04 / Max: 4041 Min: 2400 / Avg: 2929.94 / Max: 3699
OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2802 / Avg: 2978.35 / Max: 4050 Min: 2400 / Avg: 2904.27 / Max: 3702
OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2696 / Avg: 3001.5 / Max: 3902 Min: 2400 / Avg: 2950.45 / Max: 3701
OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2709 / Avg: 2936.7 / Max: 3983 Min: 2400 / Avg: 2888.49 / Max: 3699
OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2769 / Avg: 2988.85 / Max: 3982 Min: 2400 / Avg: 2876.44 / Max: 3752
OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2702 / Avg: 2995.4 / Max: 3808 Min: 2400 / Avg: 2858.62 / Max: 3697
OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2783 / Avg: 2993.27 / Max: 3739 Min: 2400 / Avg: 2921.96 / Max: 3700
OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2771 / Avg: 2971.62 / Max: 3740 Min: 2400 / Avg: 2935.35 / Max: 3696
OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2712 / Avg: 3004.41 / Max: 3940 Min: 2400 / Avg: 2868.37 / Max: 3857
OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2721 / Avg: 2960.32 / Max: 3862 Min: 2400 / Avg: 2906.14 / Max: 3696
OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 800 1600 2400 3200 4000 Min: 2726 / Avg: 3006.5 / Max: 4349 Min: 2400 / Avg: 2907.3 / Max: 3700
OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2705 / Avg: 3000.68 / Max: 3951 Min: 2400 / Avg: 2931.19 / Max: 3701
OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2721 / Avg: 2971.47 / Max: 4031 Min: 2400 / Avg: 2925.76 / Max: 3699
OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2715 / Avg: 2972.25 / Max: 4286 Min: 2400 / Avg: 2923.29 / Max: 3697
OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 800 1600 2400 3200 4000 Min: 2721 / Avg: 2996.11 / Max: 4398 Min: 2400 / Avg: 2936.87 / Max: 3698
OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2752 / Avg: 2955.92 / Max: 4184 Min: 2400 / Avg: 2909.58 / Max: 3697
OpenBenchmarking.org Megahertz, More Is Better OSPRay Studio 0.11 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 600 1200 1800 2400 3000 Min: 2727 / Avg: 2973.4 / Max: 3711 Min: 2400 / Avg: 2943.3 / Max: 3701
oneDNN OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2860 / Avg: 3347.84 / Max: 3869 Min: 2400 / Avg: 3181.88 / Max: 3695
OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2933 / Avg: 3525.84 / Max: 3802 Min: 2400 / Avg: 3393.99 / Max: 3729
OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 3569 / Avg: 3665.95 / Max: 4064 Min: 2400 / Avg: 3007.81 / Max: 3695
OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 3581 / Avg: 3622.69 / Max: 3818 Min: 2400 / Avg: 3570.57 / Max: 3711
OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 3582 / Avg: 3626.86 / Max: 4223 Min: 2400 / Avg: 3567.66 / Max: 3704
OpenBenchmarking.org Megahertz, More Is Better oneDNN 2.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 3570 / Avg: 3611.7 / Max: 4005 Min: 2400 / Avg: 3507.27 / Max: 3700
Mobile Neural Network OpenBenchmarking.org Megahertz, More Is Better Mobile Neural Network 2.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 3694 / Avg: 3699.72 / Max: 4041 Min: 2400 / Avg: 3679.28 / Max: 3704
NCNN OpenBenchmarking.org Megahertz, More Is Better NCNN 20220729 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 3563 / Avg: 3574.38 / Max: 3815 Min: 2400 / Avg: 3565.67 / Max: 3699
OpenVINO OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2652 / Avg: 2906.37 / Max: 4086 Min: 2400 / Avg: 3125.56 / Max: 3696
OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 600 1200 1800 2400 3000 Min: 2920 / Avg: 3080.75 / Max: 3713 Min: 2400 / Avg: 3128.94 / Max: 3696
OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2992 / Avg: 3193.41 / Max: 4056 Min: 2400 / Avg: 3605.38 / Max: 3828
OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 3476 / Avg: 3673.94 / Max: 3707 Min: 2400 / Avg: 3630.12 / Max: 3754
OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2709 / Avg: 3150.36 / Max: 3863 Min: 2400 / Avg: 3479.89 / Max: 3726
OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2729 / Avg: 3100.27 / Max: 3993 Min: 2400 / Avg: 3466.22 / Max: 3698
OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2930 / Avg: 3069.55 / Max: 3969 Min: 2400 / Avg: 3037.41 / Max: 3696
OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2672 / Avg: 2848.15 / Max: 3946 Min: 2400 / Avg: 3059.83 / Max: 3695
OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2988 / Avg: 3068.36 / Max: 4270 Min: 2400 / Avg: 3035.65 / Max: 3900
OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2571 / Avg: 2729.54 / Max: 4230 Min: 2400 / Avg: 2971.83 / Max: 3706
OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2799 / Avg: 2942.46 / Max: 3941 Min: 2400 / Avg: 3098.85 / Max: 3699
OpenBenchmarking.org Megahertz, More Is Better OpenVINO 2022.2.dev CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2592 / Avg: 2965.61 / Max: 3926 Min: 2400 / Avg: 3256.35 / Max: 3707
GROMACS OpenBenchmarking.org Megahertz, More Is Better GROMACS 2022.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2875 / Avg: 3357.72 / Max: 4145 Min: 2400 / Avg: 3168.27 / Max: 3725
Numpy Benchmark OpenBenchmarking.org Megahertz, More Is Better Numpy Benchmark CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 3694 / Avg: 3702.41 / Max: 4024 Min: 2400 / Avg: 3672.75 / Max: 3705
Numenta Anomaly Benchmark OpenBenchmarking.org Megahertz, More Is Better Numenta Anomaly Benchmark 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 3694 / Avg: 3707.41 / Max: 4079 Min: 2400 / Avg: 3531.9 / Max: 3699
OpenBenchmarking.org Megahertz, More Is Better Numenta Anomaly Benchmark 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 3694 / Avg: 3718.16 / Max: 3948 Min: 2400 / Avg: 3236.71 / Max: 3715
OpenBenchmarking.org Megahertz, More Is Better Numenta Anomaly Benchmark 1.1 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 3694 / Avg: 3701.99 / Max: 3768 Min: 2400 / Avg: 3436.84 / Max: 3911
Darmstadt Automotive Parallel Heterogeneous Suite OpenBenchmarking.org Megahertz, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 800 1600 2400 3200 4000 Min: 3694 / Avg: 3718.89 / Max: 4426 Min: 2400 / Avg: 3515.77 / Max: 3702
OpenBenchmarking.org Megahertz, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 800 1600 2400 3200 4000 Min: 3694 / Avg: 3698.64 / Max: 4768 Min: 2400 / Avg: 3647.5 / Max: 3715
OpenFOAM OpenBenchmarking.org Megahertz, More Is Better OpenFOAM 10 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 600 1200 1800 2400 3000 Min: 2917 / Avg: 3265.15 / Max: 3714 Min: 2400 / Avg: 3185.68 / Max: 3701
CP2K Molecular Dynamics OpenBenchmarking.org Megahertz, More Is Better CP2K Molecular Dynamics 8.2 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 3569 / Avg: 3664.87 / Max: 3808 Min: 2400 / Avg: 3660.54 / Max: 3700
JPEG XL libjxl OpenBenchmarking.org Megahertz, More Is Better JPEG XL libjxl 0.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 3669 / Avg: 3701.38 / Max: 3814 Min: 2400 / Avg: 3657.01 / Max: 3712
OpenBenchmarking.org Megahertz, More Is Better JPEG XL libjxl 0.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 800 1600 2400 3200 4000 Min: 3414 / Avg: 3701.38 / Max: 4381 Min: 2400 / Avg: 3682.16 / Max: 4023
OpenBenchmarking.org Megahertz, More Is Better JPEG XL libjxl 0.7 CPU Peak Freq (Highest CPU Core Frequency) Monitor AVX-512 Off AVX-512 On 700 1400 2100 2800 3500 Min: 2439 / Avg: 3696.21 / Max: 3828 Min: 2400 / Avg: 3643.34 / Max: 3712
JPEG XL libjxl The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance using the reference libjxl library. Learn more via the OpenBenchmarking.org test page.
GROMACS The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.
AI Benchmark Alpha OpenBenchmarking.org Score Per Watt, More Is Better AI Benchmark Alpha 0.1.2 Device AI Score AVX-512 Off AVX-512 On 5 10 15 20 25 9.349 20.522
Numpy Benchmark OpenBenchmarking.org Score Per Watt, More Is Better Numpy Benchmark AVX-512 Off AVX-512 On 0.6046 1.2092 1.8138 2.4184 3.023 2.474 2.687
AI Benchmark Alpha AI Benchmark Alpha is a Python library for evaluating artificial intelligence (AI) performance on diverse hardware platforms and relies upon the TensorFlow machine learning library. Learn more via the OpenBenchmarking.org test page.
Darmstadt Automotive Parallel Heterogeneous Suite DAPHNE is the Darmstadt Automotive Parallel HeterogeNEous Benchmark Suite with OpenCL / CUDA / OpenMP test cases for these automotive benchmarks for evaluating programming models in context to vehicle autonomous driving capabilities. Learn more via the OpenBenchmarking.org test page.
Neural Magic DeepSparse OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On 10 20 30 40 50 Min: 36.75 / Avg: 45.16 / Max: 52.38 Min: 32.38 / Avg: 43.66 / Max: 51.5
OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On 12 24 36 48 60 Min: 41.75 / Avg: 51.54 / Max: 60 Min: 38.63 / Avg: 49.4 / Max: 57
OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On 11 22 33 44 55 Min: 43 / Avg: 50.55 / Max: 54.25 Min: 39 / Avg: 47.98 / Max: 52.38
OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On 12 24 36 48 60 Min: 43.88 / Avg: 54.42 / Max: 59.13 Min: 39.88 / Avg: 51.19 / Max: 55.5
OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On 12 24 36 48 60 Min: 44.38 / Avg: 54.9 / Max: 59.13 Min: 38.13 / Avg: 51.87 / Max: 57.25
OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On 11 22 33 44 55 Min: 43.88 / Avg: 50.7 / Max: 55.5 Min: 38.88 / Avg: 47.8 / Max: 53.75
OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On 11 22 33 44 55 Min: 43 / Avg: 50.59 / Max: 56.88 Min: 38.13 / Avg: 48.5 / Max: 54.75
OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On 12 24 36 48 60 Min: 43.5 / Avg: 51.54 / Max: 59.13 Min: 39.25 / Avg: 51.94 / Max: 58.25
OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On 11 22 33 44 55 Min: 44.38 / Avg: 52.15 / Max: 55.63 Min: 39.75 / Avg: 50.13 / Max: 54.63
OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On 12 24 36 48 60 Min: 44.88 / Avg: 54.43 / Max: 61.75 Min: 40.13 / Avg: 52.94 / Max: 57.88
OpenBenchmarking.org Celsius, Fewer Is Better Neural Magic DeepSparse 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On 11 22 33 44 55 Min: 43.5 / Avg: 50.69 / Max: 56.88 Min: 40.63 / Avg: 48.69 / Max: 54.25
OSPRay Studio OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 41.75 / Avg: 58.88 / Max: 64.5 Min: 36.38 / Avg: 56.31 / Max: 62.25
OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 46.63 / Avg: 60.67 / Max: 64.88 Min: 43.5 / Avg: 58.4 / Max: 65
OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 46.63 / Avg: 61.29 / Max: 68 Min: 44 / Avg: 59.04 / Max: 64
OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 48 / Avg: 60.2 / Max: 64 Min: 44.13 / Avg: 57.91 / Max: 62.25
OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 46.63 / Avg: 62 / Max: 65.38 Min: 43.75 / Avg: 59.73 / Max: 64.88
OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 47.5 / Avg: 60.27 / Max: 66.25 Min: 44.88 / Avg: 60.33 / Max: 65.38
OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 47 / Avg: 59.91 / Max: 64 Min: 44.88 / Avg: 57.66 / Max: 61.75
OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 46.63 / Avg: 60.6 / Max: 64.88 Min: 43.75 / Avg: 58.37 / Max: 62.63
OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 46.63 / Avg: 61.29 / Max: 65.75 Min: 43.75 / Avg: 58.94 / Max: 63.13
OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 46.63 / Avg: 59.86 / Max: 64 Min: 44.38 / Avg: 56.96 / Max: 61.38
OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 46.13 / Avg: 61.63 / Max: 65.38 Min: 43.5 / Avg: 59.68 / Max: 64
OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 47.5 / Avg: 59.94 / Max: 64.13 Min: 45.25 / Avg: 59.85 / Max: 64.88
OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 46.63 / Avg: 60.35 / Max: 64.5 Min: 44.13 / Avg: 58.44 / Max: 62.25
OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 47 / Avg: 60.78 / Max: 64.88 Min: 43.75 / Avg: 58.72 / Max: 65.38
OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 46.63 / Avg: 61.27 / Max: 66.25 Min: 43.75 / Avg: 59.32 / Max: 64
OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 46.63 / Avg: 59.98 / Max: 64 Min: 44.88 / Avg: 58.21 / Max: 62.75
OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 46.63 / Avg: 61.61 / Max: 64.88 Min: 44.63 / Avg: 59.86 / Max: 64.88
OpenBenchmarking.org Celsius, Fewer Is Better OSPRay Studio 0.11 CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 47 / Avg: 60.75 / Max: 65.38 Min: 44.63 / Avg: 57.95 / Max: 62.63
oneDNN OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On 11 22 33 44 55 Min: 43.5 / Avg: 47.73 / Max: 53.75 Min: 40.88 / Avg: 46.02 / Max: 51.13
OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On 10 20 30 40 50 Min: 39.5 / Avg: 43.77 / Max: 47 Min: 37.25 / Avg: 43.54 / Max: 46.13
OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On 9 18 27 36 45 Min: 39 / Avg: 41.36 / Max: 43.88 Min: 35.88 / Avg: 39.32 / Max: 44.38
OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On 10 20 30 40 50 Min: 38.63 / Avg: 45.88 / Max: 50.13 Min: 35.5 / Avg: 45.97 / Max: 50.63
OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On 10 20 30 40 50 Min: 42.63 / Avg: 46.63 / Max: 50.63 Min: 37.75 / Avg: 46.67 / Max: 51.5
OpenBenchmarking.org Celsius, Fewer Is Better oneDNN 2.7 CPU Temperature Monitor AVX-512 Off AVX-512 On 10 20 30 40 50 Min: 42.63 / Avg: 46.79 / Max: 49.75 Min: 37.75 / Avg: 45.84 / Max: 48.88
Mobile Neural Network OpenBenchmarking.org Celsius, Fewer Is Better Mobile Neural Network 2.1 CPU Temperature Monitor AVX-512 Off AVX-512 On 11 22 33 44 55 Min: 40.38 / Avg: 49.52 / Max: 52.88 Min: 35.88 / Avg: 48.36 / Max: 52
NCNN OpenBenchmarking.org Celsius, Fewer Is Better NCNN 20220729 CPU Temperature Monitor AVX-512 Off AVX-512 On 10 20 30 40 50 Min: 43 / Avg: 46.1 / Max: 50.13 Min: 38.63 / Avg: 44.45 / Max: 48
OpenVINO OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 41.25 / Avg: 56.19 / Max: 61.88 Min: 35.88 / Avg: 57.35 / Max: 64.13
OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 47 / Avg: 62.45 / Max: 66.75 Min: 43 / Avg: 58.13 / Max: 61.88
OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 Off AVX-512 On 12 24 36 48 60 Min: 49.25 / Avg: 59.9 / Max: 62.63 Min: 42.13 / Avg: 55.42 / Max: 59.5
OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 Off AVX-512 On 12 24 36 48 60 Min: 48 / Avg: 59.22 / Max: 62.25 Min: 41.75 / Avg: 52.16 / Max: 55.13
OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 47 / Avg: 58.18 / Max: 67.63 Min: 39.5 / Avg: 57.42 / Max: 65.88
OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 46.13 / Avg: 58.74 / Max: 66.75 Min: 42.13 / Avg: 57.96 / Max: 67.25
OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 45.75 / Avg: 63 / Max: 67.13 Min: 42.63 / Avg: 59.43 / Max: 62.75
OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 49.75 / Avg: 60.05 / Max: 61.75 Min: 43 / Avg: 60.88 / Max: 64.5
OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 Off AVX-512 On 13 26 39 52 65 Min: 48 / Avg: 61.14 / Max: 64 Min: 44.38 / Avg: 57.87 / Max: 60.13
OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 Off AVX-512 On 12 24 36 48 60 Min: 48.88 / Avg: 59.95 / Max: 62.25 Min: 42.13 / Avg: 58.98 / Max: 62.38
OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 Off AVX-512 On 12 24 36 48 60 Min: 46.63 / Avg: 57.97 / Max: 61.38 Min: 43.75 / Avg: 56.8 / Max: 59.63
OpenBenchmarking.org Celsius, Fewer Is Better OpenVINO 2022.2.dev CPU Temperature Monitor AVX-512 Off AVX-512 On 12 24 36 48 60 Min: 46.13 / Avg: 56.29 / Max: 61.38 Min: 42.63 / Avg: 58.43 / Max: 61.88
Numenta Anomaly Benchmark OpenBenchmarking.org Celsius, Fewer Is Better Numenta Anomaly Benchmark 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On 10 20 30 40 50 Min: 38.63 / Avg: 43.18 / Max: 49.88 Min: 32.38 / Avg: 40.39 / Max: 50.13
OpenBenchmarking.org Celsius, Fewer Is Better Numenta Anomaly Benchmark 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On 12 24 36 48 60 Min: 37.75 / Avg: 42.8 / Max: 60.38 Min: 32.38 / Avg: 39.19 / Max: 53.25
OpenBenchmarking.org Celsius, Fewer Is Better Numenta Anomaly Benchmark 1.1 CPU Temperature Monitor AVX-512 Off AVX-512 On 10 20 30 40 50 Min: 37.75 / Avg: 41.49 / Max: 50.38 Min: 31.5 / Avg: 38.84 / Max: 47
OpenFOAM OpenBenchmarking.org Celsius, Fewer Is Better OpenFOAM 10 CPU Temperature Monitor AVX-512 Off AVX-512 On 14 28 42 56 70 Min: 47 / Avg: 64.94 / Max: 70.25 Min: 41.25 / Avg: 62.64 / Max: 68.5
CP2K Molecular Dynamics OpenBenchmarking.org Celsius, Fewer Is Better CP2K Molecular Dynamics 8.2 CPU Temperature Monitor AVX-512 Off AVX-512 On 11 22 33 44 55 Min: 42.13 / Avg: 44.37 / Max: 56.88 Min: 42.13 / Avg: 44.52 / Max: 53.5
OSPRay Studio Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.
Mobile Neural Network MNN is the Mobile Neural Network as a highly efficient, lightweight deep learning framework developed by Alibaba. This MNN test profile is building the OpenMP / CPU threaded version for processor benchmarking and not any GPU-accelerated test. MNN does allow making use of AVX-512 extensions. Learn more via the OpenBenchmarking.org test page.
Numenta Anomaly Benchmark Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial time-series data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.
OpenFOAM OpenFOAM is the leading free, open-source software for computational fluid dynamics (CFD). This test profile currently uses the drivaerFastback test case for analyzing automotive aerodynamics or alternatively the older motorBike input. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 10 Input: drivaerFastback, Medium Mesh Size - Mesh Time AVX-512 Off AVX-512 On 30 60 90 120 150 144.35 135.77 1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfiniteVolume -lmeshTools -lparallel -llagrangian -lregionModels -lgenericPatchFields -lOpenFOAM -ldl -lm
CP2K Molecular Dynamics CP2K is an open-source molecular dynamics software package focused on quantum chemistry and solid-state physics. This test profile currently uses the SSMP (OpenMP) version of cp2k. Learn more via the OpenBenchmarking.org test page.
Geometric Mean Of All Test Results OpenBenchmarking.org Geometric Mean, More Is Better Geometric Mean Of All Test Results Result Composite - AMD EPYC 4th Gen AVX-512 Comparison AVX-512 Off AVX-512 On 6 12 18 24 30 17.56 23.56
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AVX-512 On Kernel Notes: Transparent Huge Pages: madviseEnvironment Notes: CXXFLAGS="-O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -mprefer-vector-width=512" CFLAGS="-O3 -march=native -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -mprefer-vector-width=512"Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/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-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 -vProcessor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10110dPython Notes: Python 3.10.7Security Notes: 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
Testing initiated at 18 December 2022 08:13 by user phoronix.
AVX-512 Off Processor: 2 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1002E BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VGA HDMI, Network: Broadcom NetXtreme BCM5720 PCIe
OS: Ubuntu 22.10, Kernel: 6.1.0-phx (x86_64), Desktop: GNOME Shell 43.0, Display Server: X Server 1.21.1.4, Vulkan: 1.3.224, Compiler: GCC 12.2.0 + Clang 15.0.2-1, File-System: ext4, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: madviseEnvironment Notes: CXXFLAGS="-O3 -march=native -mno-avx512f" CFLAGS="-O3 -march=native -mno-avx512f"Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/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-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 -vProcessor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10110dPython Notes: Python 3.10.7Security Notes: 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
Testing initiated at 18 December 2022 08:13 by user phoronix.