Intel Xeon Silver 4216 testing with a TYAN S7100AG2NR (V4.02 BIOS) and ASPEED on Debian 10 via the Phoronix Test Suite.
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phoronix-test-suite benchmark 2101178-HA-XEONSILVE94 Xeon Silver ONNX - Phoronix Test Suite Xeon Silver ONNX Intel Xeon Silver 4216 testing with a TYAN S7100AG2NR (V4.02 BIOS) and ASPEED on Debian 10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2101178-HA-XEONSILVE94&grt&sor .
Xeon Silver ONNX Processor Motherboard Chipset Memory Disk Graphics Audio Network OS Kernel Desktop Display Server Compiler File-System Screen Resolution 1 2 3 Intel Xeon Silver 4216 @ 3.20GHz (16 Cores / 32 Threads) TYAN S7100AG2NR (V4.02 BIOS) Intel Sky Lake-E DMI3 Registers 24GB 240GB Corsair Force MP500 ASPEED Realtek ALC892 2 x Intel I350 Debian 10 4.19.0-9-amd64 (x86_64) GNOME Shell 3.30.2 X Server GCC 8.3.0 ext4 1024x768 OpenBenchmarking.org Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --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++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --with-tune=generic --without-cuda-driver -v Processor Details - Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c Python Details - Python 2.7.16 + Python 3.7.3 Security Details - itlb_multihit: KVM: Mitigation of Split huge pages + 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled
Xeon Silver ONNX onnx: yolov4 - OpenMP CPU onnx: bertsquad-10 - OpenMP CPU onnx: fcn-resnet101-11 - OpenMP CPU onnx: shufflenet-v2-10 - OpenMP CPU onnx: super-resolution-10 - OpenMP CPU 1 2 3 314 367 68 5411 4043 317 359 67 5426 4045 314 347 67 5419 4042 OpenBenchmarking.org
ONNX Runtime Model: yolov4 - Device: OpenMP CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.6 Model: yolov4 - Device: OpenMP CPU 2 3 1 70 140 210 280 350 SE +/- 1.42, N = 3 SE +/- 0.83, N = 3 317 314 314 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
ONNX Runtime Model: bertsquad-10 - Device: OpenMP CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.6 Model: bertsquad-10 - Device: OpenMP CPU 1 2 3 80 160 240 320 400 SE +/- 5.28, N = 12 SE +/- 5.29, N = 12 SE +/- 2.73, N = 3 367 359 347 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
ONNX Runtime Model: fcn-resnet101-11 - Device: OpenMP CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.6 Model: fcn-resnet101-11 - Device: OpenMP CPU 1 3 2 15 30 45 60 75 SE +/- 0.00, N = 3 SE +/- 0.17, N = 3 SE +/- 0.17, N = 3 68 67 67 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
ONNX Runtime Model: shufflenet-v2-10 - Device: OpenMP CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.6 Model: shufflenet-v2-10 - Device: OpenMP CPU 2 3 1 1200 2400 3600 4800 6000 SE +/- 27.23, N = 3 SE +/- 12.89, N = 3 SE +/- 17.24, N = 3 5426 5419 5411 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
ONNX Runtime Model: super-resolution-10 - Device: OpenMP CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.6 Model: super-resolution-10 - Device: OpenMP CPU 2 1 3 900 1800 2700 3600 4500 SE +/- 7.45, N = 3 SE +/- 1.01, N = 3 SE +/- 4.49, N = 3 4045 4043 4042 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
Phoronix Test Suite v10.8.4