AMD Ryzen 9700X DDR5-8000

Benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2408072-NE-RYZEN970047
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Timed Code Compilation 2 Tests
C/C++ Compiler Tests 5 Tests
CPU Massive 12 Tests
Creator Workloads 4 Tests
Fortran Tests 4 Tests
HPC - High Performance Computing 13 Tests
Machine Learning 4 Tests
Memory Test Suite 2 Tests
Molecular Dynamics 4 Tests
MPI Benchmarks 4 Tests
Multi-Core 13 Tests
NVIDIA GPU Compute 3 Tests
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OpenMPI Tests 8 Tests
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AMD Ryzen 9700X DDR5-8000OpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 7 9700X 8-Core @ 5.58GHz (8 Cores / 16 Threads)ASUS ROG STRIX X670E-E GAMING WIFI (2124 BIOS)AMD Device 14d82 x 16GB DDR5-6000MT/s G Skill F5-6000J3038F16G2 x 16GB DDR5-8000MT/s Corsair CMH32GX5M2X8000C362000GB Corsair MP700 PROAMD Radeon RX 7900 GRE 16GBAMD Navi 31 HDMI/DPDELL U2723QEIntel I225-V + Intel Wi-Fi 6EUbuntu 24.046.10.0-phx (x86_64)GNOME Shell 46.0X Server + Wayland4.6 Mesa 24.2~git2406040600.8112d4~oibaf~n (git-8112d44 2024-06-04 noble-oibaf-ppa) (LLVM 17.0.6 DRM 3.57)GCC 13.2.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionAMD Ryzen 9700X DDR5-8000 BenchmarksSystem Logs- Transparent Huge Pages: madvise- --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-backtrace --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-13-uJ7kn6/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-uJ7kn6/gcc-13-13.2.0/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: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xb40401a- Python 3.12.3- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

DDR5-6000 vs. DDR5-8000 ComparisonPhoronix Test SuiteBaseline+2.4%+2.4%+4.8%+4.8%+7.2%+7.2%+9.6%+9.6%9.7%8.8%7.8%6.9%6.9%6.7%6.6%6.6%6.4%6.4%6.4%6.4%6.2%6.2%5.8%5.8%5.4%5.2%4.1%3.3%3.1%2.2%Copy - IntegerScale - IntegerScale - Floating PointMG.CCopy - Floating PointAverage - IntegerIS.DM.C.F.B.S - 4096 MiBTriad - Floating PointAverage - Floating PointAdd - Integeri.i.1.C.P.DM.C.F.B.S - 8192 MiBAdd - Floating PointSP.Bd.S.M.S - Execution TimeTriad - Integeri.i.1.C.P.DV.D.F.I - CPU4.5%V.D.F.I - CPU4.3%FT.CF.D.R.F.I - CPU3.9%Danish Mood - CPU3.9%P.V.B.D.F - CPU3.7%CPU - 64 - ResNet-503.7%F.D.R.F.I - CPU3.6%P.V.B.D.F - CPU3.5%BMW27 - CPU-Only3.5%LU.CCORAL2 P13.3%Chrysler Neon 1MChess Benchmark3%DLSC - CPU3%Barbershop - CPU-Only3%1:52.8%H.H2.7%1:102.7%1:1002.7%Tomographic Model2.6%Pathtracer ISPC - Crown2.6%A.w.3.5.A2.6%D.R2.6%allmodconfig2.5%EP.C2.5%Junkshop - CPU-Only2.3%d.S.M.S - Mesh Time2.3%defconfig2.3%Memory Copy - 8192 MiBPathtracer ISPC - Asian Dragon2.2%Ninja2.1%RAMspeed SMPRAMspeed SMPRAMspeed SMPNAS Parallel BenchmarksRAMspeed SMPRAMspeed SMPNAS Parallel BenchmarksMBWRAMspeed SMPRAMspeed SMPRAMspeed SMPXcompact3d Incompact3dMBWRAMspeed SMPNAS Parallel BenchmarksOpenFOAMRAMspeed SMPXcompact3d Incompact3dOpenVINOOpenVINONAS Parallel BenchmarksOpenVINOLuxCoreRenderOpenVINOPyTorchOpenVINOOpenVINOBlenderNAS Parallel BenchmarksQuicksilverOpenRadiossStockfishLuxCoreRenderBlenderMemcachedSPECFEM3DMemcachedMemcachedSPECFEM3DEmbreeNAMD7-Zip CompressionTimed Linux Kernel CompilationNAS Parallel BenchmarksBlenderOpenFOAMTimed Linux Kernel CompilationMBWEmbreeTimed LLVM CompilationDDR5-6000DDR5-8000

AMD Ryzen 9700X DDR5-8000compress-7zip: Compression Ratingcompress-7zip: Decompression Ratingmt-dgemm: Sustained Floating-Point Rateblender: BMW27 - CPU-Onlyblender: Junkshop - CPU-Onlyblender: Barbershop - CPU-Onlyembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragongromacs: MPI CPU - water_GMX50_barehpcg: 104 104 104 - 60hpcg: 144 144 144 - 60llama-cpp: Meta-Llama-3-8B-Instruct-Q8_0.ggufluxcorerender: DLSC - CPUluxcorerender: Danish Mood - CPUmbw: Memory Copy - 4096 MiBmbw: Memory Copy - 8192 MiBmbw: Memory Copy, Fixed Block Size - 4096 MiBmbw: Memory Copy, Fixed Block Size - 8192 MiBmemcached: 1:5memcached: 1:10memcached: 1:100namd: ATPase with 327,506 Atomsnamd: STMV with 1,066,628 Atomsnpb: BT.Cnpb: CG.Cnpb: EP.Cnpb: FT.Cnpb: IS.Dnpb: LU.Cnpb: MG.Cnpb: SP.Bnginx: 1000openfoam: drivaerFastback, Small Mesh Size - Mesh Timeopenfoam: drivaerFastback, Small Mesh Size - Execution Timeopenradioss: Chrysler Neon 1Mopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUopenvino: Person Re-Identification Retail FP16 - CPUopenvino: Person Re-Identification Retail FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUpytorch: CPU - 64 - ResNet-50quicksilver: CORAL2 P1ramspeed: Add - Integerramspeed: Copy - Integerramspeed: Scale - Integerramspeed: Triad - Integerramspeed: Average - Integerramspeed: Add - Floating Pointramspeed: Copy - Floating Pointramspeed: Scale - Floating Pointramspeed: Triad - Floating Pointramspeed: Average - Floating Pointspecfem3d: Mount St. Helensspecfem3d: Layered Halfspacespecfem3d: Tomographic Modelspecfem3d: Homogeneous Halfspacespecfem3d: Water-layered Halfspacestockfish: Chess Benchmarktensorflow: CPU - 64 - ResNet-50build-linux-kernel: defconfigbuild-linux-kernel: allmodconfigbuild-llvm: Ninjaincompact3d: input.i3d 129 Cells Per Directionincompact3d: input.i3d 193 Cells Per DirectionDDR5-6000DDR5-800011591078001147.57741698.26129.45946.7217.897022.02001.9348.115438.055897.472.732.1523198.28023116.23119855.41819878.5084397076.544332006.374257935.592.122010.6346135029.1110109.001815.8224413.121630.9845578.1024478.4012746.11102714.9629.038505242.70523820.561200.323.303325.842.31321.5012.42109.1936.57986.314.021149.006.861357.312.87462.6317.1764.821683333351853.3649895.0551251.1551920.5151564.6451926.9449909.0450741.8451965.1351389.7044.323328292117.51471352042.12102583153.008528678114.3301536332235958242.0887.6401174.619564.34418.137507175.075134311465776053147.012600101.69132.47975.1117.445821.53861.9628.241928.009977.52.652.0723002.40823634.83421162.85121108.6414277609.214217383.954147073.232.068650.6283035463.3210099.751771.1825410.291738.4547073.6226178.5613487.99103496.1229.705707229.47445796.191151.313.453210.082.40322.4812.39107.4437.17952.524.1762.491630000055167.9754740.6855739.2554724.6955009.7855122.6753371.4754705.7155302.8954688.2944.044376031117.78453537943.21305332754.453915271112.5307851612170179842.5089.6531204.486576.19017.240215370.5906601OpenBenchmarking.org

7-Zip Compression

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 24.05Test: Compression RatingDDR5-6000DDR5-800020K40K60K80K100KSE +/- 63.84, N = 3SE +/- 87.39, N = 31159101146571. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 24.05Test: Decompression RatingDDR5-6000DDR5-800020K40K60K80K100KSE +/- 76.48, N = 3SE +/- 63.01, N = 378001760531. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

ACES DGEMM

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateDDR5-6000DDR5-8000306090120150SE +/- 0.07, N = 3SE +/- 0.13, N = 3147.58147.011. (CC) gcc options: -ffast-math -mavx2 -O3 -fopenmp -lopenblas

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.2Blend File: BMW27 - Compute: CPU-OnlyDDR5-6000DDR5-800020406080100SE +/- 0.11, N = 3SE +/- 0.13, N = 398.26101.69

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.2Blend File: Junkshop - Compute: CPU-OnlyDDR5-6000DDR5-8000306090120150SE +/- 0.21, N = 3SE +/- 0.04, N = 3129.45132.47

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.2Blend File: Barbershop - Compute: CPU-OnlyDDR5-6000DDR5-80002004006008001000SE +/- 0.39, N = 3SE +/- 1.06, N = 3946.72975.11

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs (and GPUs via SYCL) 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.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: CrownDDR5-6000DDR5-800048121620SE +/- 0.00, N = 3SE +/- 0.01, N = 317.9017.45MIN: 17.78 / MAX: 18.23MIN: 17.32 / MAX: 17.78

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian DragonDDR5-6000DDR5-8000510152025SE +/- 0.01, N = 3SE +/- 0.01, N = 322.0221.54MIN: 21.91 / MAX: 22.24MIN: 21.44 / MAX: 21.8

Graph500

This is a benchmark of the reference implementation of Graph500, an HPC benchmark focused on data intensive loads and commonly tested on supercomputers for complex data problems. Graph500 primarily stresses the communication subsystem of the hardware under test. Learn more via the OpenBenchmarking.org test page.

Scale: 26

DDR5-6000: The test quit with a non-zero exit status. E: mpirun noticed that process rank 3 with PID 0 on node phoronix-System-Product-Name exited on signal 9 (Killed).

DDR5-8000: The test quit with a non-zero exit status. E: mpirun noticed that process rank 2 with PID 0 on node phoronix-System-Product-Name exited on signal 9 (Killed).

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.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareDDR5-6000DDR5-80000.44150.8831.32451.7662.2075SE +/- 0.003, N = 3SE +/- 0.003, N = 31.9341.9621. (CXX) g++ options: -O3 -lm

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 104 104 104 - RT: 60DDR5-6000DDR5-8000246810SE +/- 0.00215, N = 3SE +/- 0.00041, N = 38.115438.241921. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 144 144 144 - RT: 60DDR5-6000DDR5-8000246810SE +/- 0.00263, N = 38.055898.009971. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi

Llama.cpp

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b3067Model: Meta-Llama-3-8B-Instruct-Q8_0.ggufDDR5-6000DDR5-8000246810SE +/- 0.00, N = 3SE +/- 0.00, N = 37.477.501. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -march=native -mtune=native -lopenblas

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: DLSC - Acceleration: CPUDDR5-6000DDR5-80000.61431.22861.84292.45723.0715SE +/- 0.00, N = 3SE +/- 0.00, N = 32.732.65MIN: 2.65 / MAX: 2.84MIN: 2.57 / MAX: 2.75

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: CPUDDR5-6000DDR5-80000.48380.96761.45141.93522.419SE +/- 0.02, N = 3SE +/- 0.01, N = 142.152.07MIN: 0.67 / MAX: 2.57MIN: 0.63 / MAX: 2.52

MBW

This is a basic/simple memory (RAM) bandwidth benchmark for memory copy operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterMBW 2018-09-08Test: Memory Copy - Array Size: 4096 MiBDDR5-6000DDR5-80005K10K15K20K25KSE +/- 270.25, N = 4SE +/- 6.86, N = 323198.2823002.411. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMiB/s, More Is BetterMBW 2018-09-08Test: Memory Copy - Array Size: 8192 MiBDDR5-6000DDR5-80005K10K15K20K25KSE +/- 196.39, N = 8SE +/- 214.05, N = 1523116.2323634.831. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMiB/s, More Is BetterMBW 2018-09-08Test: Memory Copy, Fixed Block Size - Array Size: 4096 MiBDDR5-6000DDR5-80005K10K15K20K25KSE +/- 16.48, N = 3SE +/- 128.78, N = 319855.4221162.851. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMiB/s, More Is BetterMBW 2018-09-08Test: Memory Copy, Fixed Block Size - Array Size: 8192 MiBDDR5-6000DDR5-80005K10K15K20K25KSE +/- 46.08, N = 3SE +/- 124.22, N = 319878.5121108.641. (CC) gcc options: -O3 -march=native

Memcached

Memcached is a high performance, distributed memory object caching system. This Memcached test profiles makes use of memtier_benchmark for excuting this CPU/memory-focused server benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:5DDR5-6000DDR5-8000900K1800K2700K3600K4500KSE +/- 9637.55, N = 3SE +/- 2275.96, N = 34397076.544277609.211. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:10DDR5-6000DDR5-8000900K1800K2700K3600K4500KSE +/- 6374.80, N = 3SE +/- 8054.06, N = 34332006.374217383.951. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:100DDR5-6000DDR5-8000900K1800K2700K3600K4500KSE +/- 7416.92, N = 3SE +/- 6230.21, N = 34257935.594147073.231. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

NAMD

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: ATPase with 327,506 AtomsDDR5-6000DDR5-80000.47750.9551.43251.912.3875SE +/- 0.00481, N = 3SE +/- 0.00569, N = 32.122012.06865

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: STMV with 1,066,628 AtomsDDR5-6000DDR5-80000.14280.28560.42840.57120.714SE +/- 0.00062, N = 3SE +/- 0.00026, N = 30.634610.62830

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CDDR5-6000DDR5-80008K16K24K32K40KSE +/- 12.17, N = 3SE +/- 4.26, N = 335029.1135463.321. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CDDR5-6000DDR5-80002K4K6K8K10KSE +/- 19.77, N = 3SE +/- 14.03, N = 310109.0010099.751. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CDDR5-6000DDR5-8000400800120016002000SE +/- 24.35, N = 3SE +/- 19.13, N = 31815.821771.181. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.CDDR5-6000DDR5-80005K10K15K20K25KSE +/- 48.52, N = 3SE +/- 117.06, N = 324413.1225410.291. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.DDDR5-6000DDR5-8000400800120016002000SE +/- 1.50, N = 3SE +/- 2.47, N = 31630.981738.451. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CDDR5-6000DDR5-800010K20K30K40K50KSE +/- 75.43, N = 3SE +/- 70.13, N = 345578.1047073.621. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CDDR5-6000DDR5-80006K12K18K24K30KSE +/- 6.50, N = 3SE +/- 6.15, N = 324478.4026178.561. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BDDR5-6000DDR5-80003K6K9K12K15KSE +/- 11.87, N = 3SE +/- 19.82, N = 312746.1113487.991. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.6

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the wrk program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients/connections. HTTPS with a self-signed OpenSSL certificate is used by this test for local benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 1000DDR5-6000DDR5-800020K40K60K80K100KSE +/- 469.67, N = 3SE +/- 288.35, N = 3102714.96103496.121. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

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.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Mesh TimeDDR5-6000DDR5-800071421283529.0429.711. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Execution TimeDDR5-6000DDR5-800050100150200250242.71229.471. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/ and https://github.com/OpenRadioss/ModelExchange/tree/main/Examples. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Chrysler Neon 1MDDR5-6000DDR5-80002004006008001000SE +/- 1.69, N = 3SE +/- 0.56, N = 3820.56796.19

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Vehicle Detection FP16-INT8 - Device: CPUDDR5-6000DDR5-800030060090012001500SE +/- 1.73, N = 3SE +/- 2.17, N = 31200.321151.311. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Vehicle Detection FP16-INT8 - Device: CPUDDR5-6000DDR5-80000.77631.55262.32893.10523.8815SE +/- 0.01, N = 3SE +/- 0.01, N = 33.303.45MIN: 1.86 / MAX: 13.69MIN: 1.92 / MAX: 10.981. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Face Detection Retail FP16-INT8 - Device: CPUDDR5-6000DDR5-80007001400210028003500SE +/- 11.14, N = 3SE +/- 13.93, N = 33325.843210.081. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Face Detection Retail FP16-INT8 - Device: CPUDDR5-6000DDR5-80000.541.081.622.162.7SE +/- 0.01, N = 3SE +/- 0.01, N = 32.312.40MIN: 1.23 / MAX: 5.68MIN: 1.24 / MAX: 5.331. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16-INT8 - Device: CPUDDR5-6000DDR5-800070140210280350SE +/- 1.20, N = 3SE +/- 1.52, N = 3321.50322.481. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16-INT8 - Device: CPUDDR5-6000DDR5-80003691215SE +/- 0.05, N = 3SE +/- 0.06, N = 312.4212.39MIN: 5.34 / MAX: 17.16MIN: 6.1 / MAX: 16.961. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Machine Translation EN To DE FP16 - Device: CPUDDR5-6000DDR5-800020406080100SE +/- 0.40, N = 3SE +/- 0.23, N = 3109.19107.441. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Machine Translation EN To DE FP16 - Device: CPUDDR5-6000DDR5-8000918273645SE +/- 0.14, N = 3SE +/- 0.08, N = 336.5737.17MIN: 19.07 / MAX: 49.49MIN: 19.51 / MAX: 50.831. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Person Vehicle Bike Detection FP16 - Device: CPUDDR5-6000DDR5-80002004006008001000SE +/- 4.21, N = 3SE +/- 0.74, N = 3986.31952.521. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Vehicle Bike Detection FP16 - Device: CPUDDR5-6000DDR5-80000.93831.87662.81493.75324.6915SE +/- 0.02, N = 3SE +/- 0.00, N = 34.024.17MIN: 2.41 / MAX: 6.15MIN: 2.83 / MAX: 10.641. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Noise Suppression Poconet-Like FP16 - Device: CPUDDR5-60002004006008001000SE +/- 1.31, N = 31149.001. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Noise Suppression Poconet-Like FP16 - Device: CPUDDR5-6000246810SE +/- 0.01, N = 36.86MIN: 3.89 / MAX: 13.091. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Person Re-Identification Retail FP16 - Device: CPUDDR5-600030060090012001500SE +/- 2.17, N = 31357.311. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Re-Identification Retail FP16 - Device: CPUDDR5-60000.64581.29161.93742.58323.229SE +/- 0.01, N = 32.87MIN: 1.57 / MAX: 13.041. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Handwritten English Recognition FP16-INT8 - Device: CPUDDR5-6000100200300400500SE +/- 0.83, N = 3462.631. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Handwritten English Recognition FP16-INT8 - Device: CPUDDR5-600048121620SE +/- 0.04, N = 317.17MIN: 9.75 / MAX: 30.651. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

PyTorch

This is a benchmark of PyTorch making use of pytorch-benchmark [https://github.com/LukasHedegaard/pytorch-benchmark]. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 64 - Model: ResNet-50DDR5-6000DDR5-80001428425670SE +/- 0.55, N = 3SE +/- 0.78, N = 364.8262.49MIN: 62.33 / MAX: 66.72MIN: 44.17 / MAX: 64.68

Quicksilver

Quicksilver is a proxy application that represents some elements of the Mercury workload by solving a simplified dynamic Monte Carlo particle transport problem. Quicksilver is developed by Lawrence Livermore National Laboratory (LLNL) and this test profile currently makes use of the OpenMP CPU threaded code path. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFigure Of Merit, More Is BetterQuicksilver 20230818Input: CORAL2 P1DDR5-6000DDR5-80004M8M12M16M20MSE +/- 26034.17, N = 3SE +/- 26457.51, N = 316833333163000001. (CXX) g++ options: -fopenmp -O3 -march=native

RAMspeed SMP

This benchmark tests the system memory (RAM) performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Add - Benchmark: IntegerDDR5-6000DDR5-800012K24K36K48K60KSE +/- 356.38, N = 3SE +/- 106.94, N = 351853.3655167.971. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Copy - Benchmark: IntegerDDR5-6000DDR5-800012K24K36K48K60KSE +/- 470.33, N = 3SE +/- 634.58, N = 349895.0554740.681. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Scale - Benchmark: IntegerDDR5-6000DDR5-800012K24K36K48K60KSE +/- 415.28, N = 3SE +/- 605.29, N = 351251.1555739.251. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Triad - Benchmark: IntegerDDR5-6000DDR5-800012K24K36K48K60KSE +/- 165.42, N = 3SE +/- 230.27, N = 351920.5154724.691. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Average - Benchmark: IntegerDDR5-6000DDR5-800012K24K36K48K60KSE +/- 540.49, N = 3SE +/- 254.36, N = 351564.6455009.781. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Add - Benchmark: Floating PointDDR5-6000DDR5-800012K24K36K48K60KSE +/- 181.75, N = 3SE +/- 101.15, N = 351926.9455122.671. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Copy - Benchmark: Floating PointDDR5-6000DDR5-800011K22K33K44K55KSE +/- 427.15, N = 3SE +/- 201.79, N = 349909.0453371.471. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Scale - Benchmark: Floating PointDDR5-6000DDR5-800012K24K36K48K60KSE +/- 316.23, N = 3SE +/- 487.24, N = 750741.8454705.711. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Triad - Benchmark: Floating PointDDR5-6000DDR5-800012K24K36K48K60KSE +/- 99.55, N = 3SE +/- 191.15, N = 351965.1355302.891. (CC) gcc options: -O3 -march=native

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Average - Benchmark: Floating PointDDR5-6000DDR5-800012K24K36K48K60KSE +/- 142.31, N = 3SE +/- 407.90, N = 351389.7054688.291. (CC) gcc options: -O3 -march=native

SPECFEM3D

simulates acoustic (fluid), elastic (solid), coupled acoustic/elastic, poroelastic or seismic wave propagation in any type of conforming mesh of hexahedra. This test profile currently relies on CPU-based execution for SPECFEM3D and using a variety of their built-in examples/models for benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Mount St. HelensDDR5-6000DDR5-80001020304050SE +/- 0.09, N = 3SE +/- 0.11, N = 344.3244.041. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Layered HalfspaceDDR5-6000DDR5-8000306090120150SE +/- 0.60, N = 3SE +/- 1.01, N = 3117.51117.781. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Tomographic ModelDDR5-6000DDR5-80001020304050SE +/- 0.48, N = 4SE +/- 0.22, N = 342.1243.211. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Homogeneous HalfspaceDDR5-6000DDR5-80001224364860SE +/- 0.41, N = 3SE +/- 0.34, N = 353.0154.451. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Water-layered HalfspaceDDR5-6000DDR5-8000306090120150SE +/- 0.19, N = 3SE +/- 0.32, N = 3114.33112.531. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

Stockfish

This is a test of Stockfish, an advanced open-source C++11 chess benchmark that can scale up to 1024 CPU threads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 16.1Chess BenchmarkDDR5-6000DDR5-80005M10M15M20M25MSE +/- 190312.42, N = 15SE +/- 206180.75, N = 322359582217017981. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -funroll-loops -msse -msse3 -mpopcnt -mavx2 -mbmi -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto-partition=one -flto=jobserver

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 if desired for complementary metrics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 64 - Model: ResNet-50DDR5-6000DDR5-80001020304050SE +/- 0.02, N = 3SE +/- 0.02, N = 342.0842.50

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.8Build: defconfigDDR5-6000DDR5-800020406080100SE +/- 0.34, N = 3SE +/- 0.28, N = 387.6489.65

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.8Build: allmodconfigDDR5-6000DDR5-800030060090012001500SE +/- 0.11, N = 3SE +/- 0.40, N = 31174.621204.49

Timed LLVM Compilation

This test times how long it takes to compile/build the LLVM compiler stack. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: NinjaDDR5-6000DDR5-8000120240360480600SE +/- 0.25, N = 3SE +/- 0.28, N = 2564.34576.19

Xcompact3d Incompact3d

Xcompact3d Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 129 Cells Per DirectionDDR5-6000DDR5-800048121620SE +/- 0.02, N = 3SE +/- 0.07, N = 318.1417.241. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per DirectionDDR5-6000DDR5-800020406080100SE +/- 0.07, N = 3SE +/- 0.09, N = 375.0870.591. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

75 Results Shown

7-Zip Compression:
  Compression Rating
  Decompression Rating
ACES DGEMM
Blender:
  BMW27 - CPU-Only
  Junkshop - CPU-Only
  Barbershop - CPU-Only
Embree:
  Pathtracer ISPC - Crown
  Pathtracer ISPC - Asian Dragon
GROMACS
High Performance Conjugate Gradient:
  104 104 104 - 60
  144 144 144 - 60
Llama.cpp
LuxCoreRender:
  DLSC - CPU
  Danish Mood - CPU
MBW:
  Memory Copy - 4096 MiB
  Memory Copy - 8192 MiB
  Memory Copy, Fixed Block Size - 4096 MiB
  Memory Copy, Fixed Block Size - 8192 MiB
Memcached:
  1:5
  1:10
  1:100
NAMD:
  ATPase with 327,506 Atoms
  STMV with 1,066,628 Atoms
NAS Parallel Benchmarks:
  BT.C
  CG.C
  EP.C
  FT.C
  IS.D
  LU.C
  MG.C
  SP.B
nginx
OpenFOAM:
  drivaerFastback, Small Mesh Size - Mesh Time
  drivaerFastback, Small Mesh Size - Execution Time
OpenRadioss
OpenVINO:
  Vehicle Detection FP16-INT8 - CPU:
    FPS
    ms
  Face Detection Retail FP16-INT8 - CPU:
    FPS
    ms
  Road Segmentation ADAS FP16-INT8 - CPU:
    FPS
    ms
  Machine Translation EN To DE FP16 - CPU:
    FPS
    ms
  Person Vehicle Bike Detection FP16 - CPU:
    FPS
    ms
  Noise Suppression Poconet-Like FP16 - CPU:
    FPS
    ms
  Person Re-Identification Retail FP16 - CPU:
    FPS
    ms
  Handwritten English Recognition FP16-INT8 - CPU:
    FPS
    ms
PyTorch
Quicksilver
RAMspeed SMP:
  Add - Integer
  Copy - Integer
  Scale - Integer
  Triad - Integer
  Average - Integer
  Add - Floating Point
  Copy - Floating Point
  Scale - Floating Point
  Triad - Floating Point
  Average - Floating Point
SPECFEM3D:
  Mount St. Helens
  Layered Halfspace
  Tomographic Model
  Homogeneous Halfspace
  Water-layered Halfspace
Stockfish
TensorFlow
Timed Linux Kernel Compilation:
  defconfig
  allmodconfig
Timed LLVM Compilation
Xcompact3d Incompact3d:
  input.i3d 129 Cells Per Direction
  input.i3d 193 Cells Per Direction