Intel Core i5-12600K testing with a ASUS PRIME Z690-P WIFI D4 (0605 BIOS) and llvmpipe on Ubuntu 21.10 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 2203275-PTS-ONNXALDE79 onnx alder - Phoronix Test Suite onnx alder Intel Core i5-12600K testing with a ASUS PRIME Z690-P WIFI D4 (0605 BIOS) and llvmpipe on Ubuntu 21.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2203275-PTS-ONNXALDE79&grt&rdt .
onnx alder Processor Motherboard Chipset Memory Disk Graphics Audio Network OS Kernel Desktop Display Server OpenGL Vulkan Compiler File-System Screen Resolution A B C D Intel Core i5-12600K @ 6.30GHz (10 Cores / 16 Threads) ASUS PRIME Z690-P WIFI D4 (0605 BIOS) Intel Device 7aa7 16GB 1000GB Western Digital WDS100T1X0E-00AFY0 llvmpipe Intel Device 7ad0 Realtek RTL8125 2.5GbE + Intel Device 7af0 Ubuntu 21.10 5.15.7-051507-generic (x86_64) GNOME Shell 40.5 X Server 1.20.13 4.5 Mesa 22.0.0-devel (git-d80c7f3 2021-11-14 impish-oibaf-ppa) (LLVM 13.0.0 256 bits) 1.2.197 GCC 11.2.0 ext4 3840x2160 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/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-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details - Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x12 - Thermald 2.4.6 Python Details - Python 3.9.7 Security 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
onnx alder onnx: GPT-2 - CPU onnx: yolov4 - CPU onnx: bertsquad-12 - CPU onnx: fcn-resnet101-11 - CPU onnx: ArcFace ResNet-100 - CPU onnx: super-resolution-10 - CPU A B C D 6545 423 637 75 271 4499 6630 425 635 75 272 4424 6584 424 638 75 274 4414 6623 419 616 75 273 4384 OpenBenchmarking.org
ONNX Runtime Model: GPT-2 - Device: CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: GPT-2 - Device: CPU A B C D 1400 2800 4200 5600 7000 SE +/- 31.64, N = 3 SE +/- 29.52, N = 3 SE +/- 27.83, N = 3 6545 6630 6584 6623 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
ONNX Runtime Model: yolov4 - Device: CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: yolov4 - Device: CPU A B C D 90 180 270 360 450 SE +/- 0.58, N = 3 SE +/- 0.17, N = 3 SE +/- 4.17, N = 3 423 425 424 419 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
ONNX Runtime Model: bertsquad-12 - Device: CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: bertsquad-12 - Device: CPU A B C D 140 280 420 560 700 SE +/- 3.22, N = 3 SE +/- 0.88, N = 3 SE +/- 10.07, N = 12 637 635 638 616 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
ONNX Runtime Model: fcn-resnet101-11 - Device: CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: fcn-resnet101-11 - Device: CPU A B C D 20 40 60 80 100 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 75 75 75 75 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
ONNX Runtime Model: ArcFace ResNet-100 - Device: CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: ArcFace ResNet-100 - Device: CPU A B C D 60 120 180 240 300 SE +/- 2.07, N = 10 SE +/- 1.20, N = 3 SE +/- 2.10, N = 12 271 272 274 273 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
ONNX Runtime Model: super-resolution-10 - Device: CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.11 Model: super-resolution-10 - Device: CPU A B C D 1000 2000 3000 4000 5000 SE +/- 16.24, N = 3 SE +/- 28.05, N = 3 SE +/- 43.58, N = 12 4499 4424 4414 4384 1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
Phoronix Test Suite v10.8.4