TR 3970X ONNX

AMD Ryzen Threadripper 3970X 32-Core testing with a ASUS ROG ZENITH II EXTREME (1201 BIOS) and AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB on Ubuntu 20.10 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2101171-HA-TR3970XON57
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TR 3970X ONNXProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen Resolution1234AMD Ryzen Threadripper 3970X 32-Core @ 3.70GHz (32 Cores / 64 Threads)ASUS ROG ZENITH II EXTREME (1201 BIOS)AMD Starship/Matisse64GBSamsung SSD 980 PRO 500GBAMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (1750/875MHz)AMD Navi 10 HDMI AudioASUS VP28UAquantia AQC107 NBase-T/IEEE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.105.11.0-rc1-phx (x86_64) 20201228GNOME Shell 3.38.1X Server 1.20.9amdgpu 19.1.04.6 Mesa 20.2.1 (LLVM 11.0.0)1.2.131GCC 10.2.0ext43840x2160OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --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 Processor Details- Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8301039Python Details- Python 3.8.6Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

1234Result OverviewPhoronix Test Suite 10.4.0m1100%102%104%105%107%ONNX RuntimeONNX RuntimeONNX RuntimeONNX RuntimeONNX RuntimeGoogle SynthMarkfcn-resnet101-11 - OpenMP CPUyolov4 - OpenMP CPUsuper-resolution-10 - OpenMP CPUshufflenet-v2-10 - OpenMP CPUbertsquad-10 - OpenMP CPUVoiceMark_100

TR 3970X ONNXsynthmark: VoiceMark_100onnx: yolov4 - OpenMP CPUonnx: bertsquad-10 - OpenMP CPUonnx: fcn-resnet101-11 - OpenMP CPUonnx: shufflenet-v2-10 - OpenMP CPUonnx: super-resolution-10 - OpenMP CPU1234845.958343579105116226532848.45733957999116906522849.48633458198115826356848.483333577103116426386OpenBenchmarking.org

Google SynthMark

SynthMark is a cross platform tool for benchmarking CPU performance under a variety of real-time audio workloads. It uses a polyphonic synthesizer model to provide standardized tests for latency, jitter and computational throughput. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_10012342004006008001000SE +/- 0.45, N = 3SE +/- 0.94, N = 3SE +/- 0.91, N = 3SE +/- 1.81, N = 3845.96848.46849.49848.481. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast
OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_1001234150300450600750Min: 845.26 / Avg: 845.96 / Max: 846.8Min: 846.93 / Avg: 848.46 / Max: 850.18Min: 847.8 / Avg: 849.49 / Max: 850.91Min: 845.69 / Avg: 848.48 / Max: 851.881. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPU123470140210280350SE +/- 0.44, N = 3SE +/- 0.83, N = 3SE +/- 1.48, N = 3SE +/- 1.76, N = 33433393343331. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPU123460120180240300Min: 342 / Avg: 342.67 / Max: 343.5Min: 338.5 / Avg: 339.33 / Max: 341Min: 331.5 / Avg: 333.67 / Max: 336.5Min: 329 / Avg: 332.5 / Max: 334.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: bertsquad-10 - Device: OpenMP CPU1234130260390520650SE +/- 8.37, N = 12SE +/- 6.46, N = 6SE +/- 3.37, N = 3SE +/- 1.67, N = 35795795815771. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: bertsquad-10 - Device: OpenMP CPU1234100200300400500Min: 519.5 / Avg: 578.67 / Max: 598.5Min: 550.5 / Avg: 579.17 / Max: 593.5Min: 576 / Avg: 581.17 / Max: 587.5Min: 575 / Avg: 576.67 / Max: 5801. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: fcn-resnet101-11 - Device: OpenMP CPU123420406080100SE +/- 0.50, N = 3SE +/- 1.27, N = 12SE +/- 1.16, N = 12SE +/- 0.29, N = 310599981031. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: fcn-resnet101-11 - Device: OpenMP CPU123420406080100Min: 104 / Avg: 104.5 / Max: 105.5Min: 93.5 / Avg: 99.08 / Max: 105.5Min: 93 / Avg: 98.38 / Max: 104Min: 102.5 / Avg: 103 / Max: 103.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: shufflenet-v2-10 - Device: OpenMP CPU12343K6K9K12K15KSE +/- 29.95, N = 3SE +/- 9.67, N = 3SE +/- 74.80, N = 3SE +/- 32.79, N = 3116221169011582116421. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: shufflenet-v2-10 - Device: OpenMP CPU12342K4K6K8K10KMin: 11582 / Avg: 11621.83 / Max: 11680.5Min: 11678.5 / Avg: 11690.33 / Max: 11709.5Min: 11435.5 / Avg: 11582.17 / Max: 11681Min: 11577.5 / Avg: 11642 / Max: 11684.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPU123414002800420056007000SE +/- 5.24, N = 3SE +/- 29.58, N = 3SE +/- 74.79, N = 6SE +/- 74.40, N = 1265326522635663861. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPU123411002200330044005500Min: 6525 / Avg: 6531.67 / Max: 6542Min: 6492 / Avg: 6521.83 / Max: 6581Min: 6074.5 / Avg: 6356 / Max: 6519.5Min: 5706.5 / Avg: 6385.92 / Max: 65401. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt