onnx ie

Intel Core i7-1065G7 testing with a Dell 06CDVY (1.0.9 BIOS) and Intel Iris Plus ICL GT2 3GB 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 2203274-NE-ONNXIE34857
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Intel Ice Lake-LP PCH CNVi WiFi
March 26
  17 Minutes
Icelake
March 26
  2 Hours, 18 Minutes
Ice
March 27
  1 Hour, 44 Minutes
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onnx ieOpenBenchmarking.orgPhoronix Test Suite 10.8.3Intel Core i7-1065G7 @ 3.90GHz (4 Cores / 8 Threads)Dell 06CDVY (1.0.9 BIOS)Intel Ice Lake-LP DRAM16GBToshiba KBG40ZPZ512G NVMe 512GBIntel Iris Plus ICL GT2 3GB (1100MHz)Realtek ALC289Intel Ice Lake-LP PCH CNVi WiFiUbuntu 21.105.13.0-35-generic (x86_64)GNOME Shell 40.5X Server + Wayland4.6 Mesa 21.2.21.2.182GCC 11.2.0ext41920x1200ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionOnnx Ie BenchmarksSystem Logs- Transparent Huge Pages: madvise- --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 - Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xa6 - Thermald 2.4.6 - Python 3.9.7- itlb_multihit: KVM: Mitigation of VMX disabled + 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

Intel Ice Lake-LP PCH CNVi WiFiIcelakeIceResult OverviewPhoronix Test Suite 10.8.3100%114%128%142%156%fast-clispeedtest-cliONNX Runtime

onnx iefast-cli: Internet Download Speedfast-cli: Internet Upload Speedfast-cli: Internet Latencyfast-cli: Internet Loaded Latency (Bufferbloat)speedtest-cli: Internet Download Speedspeedtest-cli: Internet Upload Speedspeedtest-cli: Internet Latencyonnx: GPT-2 - CPUonnx: yolov4 - CPUonnx: bertsquad-12 - CPUonnx: fcn-resnet101-11 - CPUonnx: ArcFace ResNet-100 - CPUonnx: super-resolution-10 - CPUIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce19026441138.063.1330.4745371521902341312712562.51939213.673.5924.12235921361622340712852432.31938196.213.3136.8674691157173234071300OpenBenchmarking.org

fast-cli

OpenBenchmarking.orgMbit/s, More Is Betterfast-cliInternet Download SpeedIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce60120180240300SE +/- 5.92, N = 15SE +/- 3.33, N = 3190256243
OpenBenchmarking.orgMbit/s, More Is Betterfast-cliInternet Download SpeedIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce50100150200250Min: 220 / Avg: 256 / Max: 300Min: 240 / Avg: 243.33 / Max: 250

OpenBenchmarking.orgMbit/s, More Is Betterfast-cliInternet Upload SpeedIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce0.56251.1251.68752.252.8125SE +/- 0.04, N = 15SE +/- 0.03, N = 32.02.52.3
OpenBenchmarking.orgMbit/s, More Is Betterfast-cliInternet Upload SpeedIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce246810Min: 2.3 / Avg: 2.52 / Max: 2.7Min: 2.3 / Avg: 2.33 / Max: 2.4

OpenBenchmarking.orgms, Fewer Is Betterfast-cliInternet LatencyIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce1428425670SE +/- 0.47, N = 15SE +/- 2.03, N = 3641919
OpenBenchmarking.orgms, Fewer Is Betterfast-cliInternet LatencyIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce1326395265Min: 15 / Avg: 18.8 / Max: 22Min: 16 / Avg: 19.33 / Max: 23

OpenBenchmarking.orgms, Fewer Is Betterfast-cliInternet Loaded Latency (Bufferbloat)Intel Ice Lake-LP PCH CNVi WiFiIcelakeIce918273645SE +/- 1.46, N = 15SE +/- 0.88, N = 3413938
OpenBenchmarking.orgms, Fewer Is Betterfast-cliInternet Loaded Latency (Bufferbloat)Intel Ice Lake-LP PCH CNVi WiFiIcelakeIce918273645Min: 32 / Avg: 39.33 / Max: 48Min: 37 / Avg: 38.33 / Max: 40

speedtest-cli

OpenBenchmarking.orgMbit/s, More Is Betterspeedtest-cli 2.1.3Internet Download SpeedIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce50100150200250SE +/- 7.91, N = 15SE +/- 10.66, N = 15138.06213.67196.21
OpenBenchmarking.orgMbit/s, More Is Betterspeedtest-cli 2.1.3Internet Download SpeedIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce4080120160200Min: 168.09 / Avg: 213.67 / Max: 259.68Min: 89.36 / Avg: 196.21 / Max: 249.77

OpenBenchmarking.orgMbit/s, More Is Betterspeedtest-cli 2.1.3Internet Upload SpeedIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce0.80781.61562.42343.23124.039SE +/- 0.06, N = 15SE +/- 0.04, N = 153.133.593.31
OpenBenchmarking.orgMbit/s, More Is Betterspeedtest-cli 2.1.3Internet Upload SpeedIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce246810Min: 3.28 / Avg: 3.59 / Max: 3.99Min: 2.9 / Avg: 3.31 / Max: 3.53

OpenBenchmarking.orgms, Fewer Is Betterspeedtest-cli 2.1.3Internet LatencyIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce816243240SE +/- 1.17, N = 15SE +/- 1.03, N = 1530.4724.1236.87
OpenBenchmarking.orgms, Fewer Is Betterspeedtest-cli 2.1.3Internet LatencyIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce816243240Min: 19.24 / Avg: 24.12 / Max: 38.36Min: 29.4 / Avg: 36.87 / Max: 42.85

ONNX Runtime

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: GPT-2 - Device: CPUIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce10002000300040005000SE +/- 92.64, N = 12SE +/- 4.91, N = 34537359246911. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: GPT-2 - Device: CPUIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce8001600240032004000Min: 3384.5 / Avg: 3591.63 / Max: 4559.5Min: 4682.5 / Avg: 4691.17 / Max: 4699.51. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: yolov4 - Device: CPUIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce306090120150SE +/- 1.56, N = 4SE +/- 2.37, N = 121521361571. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: yolov4 - Device: CPUIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce306090120150Min: 131.5 / Avg: 135.63 / Max: 139Min: 146.5 / Avg: 157.17 / Max: 178.51. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: bertsquad-12 - Device: CPUIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce4080120160200SE +/- 1.99, N = 12SE +/- 2.58, N = 121901621731. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: bertsquad-12 - Device: CPUIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce306090120150Min: 155 / Avg: 161.92 / Max: 174.5Min: 159.5 / Avg: 173.25 / Max: 191.51. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: fcn-resnet101-11 - Device: CPUIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce612182430SE +/- 0.00, N = 3SE +/- 0.29, N = 32323231. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: fcn-resnet101-11 - Device: CPUIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce510152025Min: 23 / Avg: 23 / Max: 23Min: 22.5 / Avg: 23 / Max: 23.51. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: ArcFace ResNet-100 - Device: CPUIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce90180270360450SE +/- 2.19, N = 3SE +/- 2.20, N = 34134074071. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: ArcFace ResNet-100 - Device: CPUIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce70140210280350Min: 402.5 / Avg: 406.83 / Max: 409.5Min: 404 / Avg: 407.33 / Max: 411.51. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: super-resolution-10 - Device: CPUIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce30060090012001500SE +/- 3.62, N = 3SE +/- 9.86, N = 31271128513001. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: super-resolution-10 - Device: CPUIntel Ice Lake-LP PCH CNVi WiFiIcelakeIce2004006008001000Min: 1278.5 / Avg: 1284.5 / Max: 1291Min: 1285.5 / Avg: 1300.33 / Max: 13191. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt