OONX Sapphire Rapids

2 x Intel Xeon Platinum 8490H testing with a Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS) and ASPEED on Ubuntu 23.04 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 2302115-NE-OONXSAPPH22
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results
Show Result Confidence Charts
Allow Limiting Results To Certain Suite(s)

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Prefer Vertical Bar Graphs
No Box Plots
On Line Graphs With Missing Data, Connect The Line Gaps

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs
Condense Test Profiles With Multiple Version Results Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Toggle/Hide
Result
Result
Identifier
View Logs
Performance Per
Dollar
Date
Run
  Test
  Duration
ONNX Runtime 1.14
February 11 2023
  3 Hours, 26 Minutes
ONNX Runtime 1.14 - No AMX
February 11 2023
  2 Hours, 41 Minutes
ONNX Runtime 1.14 use_dnnl
February 11 2023
  5 Hours, 22 Minutes
Invert Behavior (Only Show Selected Data)
  3 Hours, 50 Minutes

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):

ONNX Runtime 1.14

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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-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-12-AKimc9/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-AKimc9/gcc-12-12.2.0/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
Processor Notes: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0x2b0000c0
Python Notes: Python 3.11.1
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

ONNX Runtime 1.14 - No AMX

ONNX Runtime 1.14 use_dnnl

Processor: 2 x Intel Xeon Platinum 8490H @ 3.50GHz (120 Cores / 240 Threads), Motherboard: Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS), Chipset: Intel Device 1bce, Memory: 1008GB, Disk: 2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007 + 960GB INTEL SSDSC2KG96, Graphics: ASPEED, Monitor: VGA HDMI, Network: 4 x Intel E810-C for QSFP + 2 x Intel X710 for 10GBASE-T

OS: Ubuntu 23.04, Kernel: 5.19.0-21-generic (x86_64), Desktop: GNOME Shell 43.2, Display Server: X Server 1.21.1.6, Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 1920x1080

OONX Sapphire RapidsOpenBenchmarking.orgPhoronix Test Suite2 x Intel Xeon Platinum 8490H @ 3.50GHz (120 Cores / 240 Threads)Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS)Intel Device 1bce1008GB2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007 + 960GB INTEL SSDSC2KG96ASPEEDVGA HDMI4 x Intel E810-C for QSFP + 2 x Intel X710 for 10GBASE-TUbuntu 23.045.19.0-21-generic (x86_64)GNOME Shell 43.2X Server 1.21.1.6GCC 12.2.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen ResolutionOONX Sapphire Rapids PerformanceSystem 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-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-12-AKimc9/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-AKimc9/gcc-12-12.2.0/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: intel_pstate performance (EPP: performance) - CPU Microcode: 0x2b0000c0 - Python 3.11.1- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

ONNX Runtime 1.14ONNX Runtime 1.14 - No AMXONNX Runtime 1.14 use_dnnlResult OverviewPhoronix Test Suite100%101%103%104%ONNX RuntimeONNX RuntimeONNX RuntimeONNX RuntimeONNX RuntimeONNX Runtimefcn-resnet101-11 - CPU - StandardGPT-2 - CPU - Parallelyolov4 - CPU - Standardyolov4 - CPU - Standardfcn-resnet101-11 - CPU - StandardGPT-2 - CPU - Parallel

OONX Sapphire Rapidsonnx: yolov4 - CPU - Standardonnx: yolov4 - CPU - Standardonnx: yolov4 - CPU - Parallelonnx: yolov4 - CPU - Parallelonnx: fcn-resnet101-11 - CPU - Standardonnx: fcn-resnet101-11 - CPU - Standardonnx: fcn-resnet101-11 - CPU - Parallelonnx: fcn-resnet101-11 - CPU - Parallelonnx: super-resolution-10 - CPU - Standardonnx: super-resolution-10 - CPU - Standardonnx: super-resolution-10 - CPU - Parallelonnx: super-resolution-10 - CPU - Parallelonnx: bertsquad-12 - CPU - Standardonnx: bertsquad-12 - CPU - Standardonnx: bertsquad-12 - CPU - Parallelonnx: bertsquad-12 - CPU - Parallelonnx: GPT-2 - CPU - Standardonnx: GPT-2 - CPU - Standardonnx: GPT-2 - CPU - Parallelonnx: GPT-2 - CPU - Parallelonnx: ArcFace ResNet-100 - CPU - Standardonnx: ArcFace ResNet-100 - CPU - Standardonnx: ArcFace ResNet-100 - CPU - Parallelonnx: ArcFace ResNet-100 - CPU - Parallelonnx: ResNet50 v1-12-int8 - CPU - Standardonnx: ResNet50 v1-12-int8 - CPU - Standardonnx: ResNet50 v1-12-int8 - CPU - Parallelonnx: ResNet50 v1-12-int8 - CPU - Parallelonnx: CaffeNet 12-int8 - CPU - Standardonnx: CaffeNet 12-int8 - CPU - Standardonnx: CaffeNet 12-int8 - CPU - Parallelonnx: CaffeNet 12-int8 - CPU - Parallelonnx: Faster R-CNN R-50-FPN-int8 - CPU - Standardonnx: Faster R-CNN R-50-FPN-int8 - CPU - Standardonnx: Faster R-CNN R-50-FPN-int8 - CPU - Parallelonnx: Faster R-CNN R-50-FPN-int8 - CPU - ParallelONNX Runtime 1.14ONNX Runtime 1.14 - No AMXONNX Runtime 1.14 use_dnnl11.537886.66839.36451106.79910.00997100.28713.03253329.874209.6624.76912179.8955.5574214.935466.970515.026766.5490190.0195.26053153.5966.5052733.966329.440627.214736.7433177.9255.61969162.4776.15564684.1461.46149589.1971.6951739.769025.144032.899430.404611.2662788.92869.47631105.53110.461895.60022.95924337.921209.7034.76804180.3915.5424015.168865.924314.995466.6888195.1495.13582158.3056.3110911.202089.39159.56208104.5829.93450101.01603.00654333.098211.4234.72937178.5295.6002115.185565.882214.997966.6855194.5225.15414150.8606.6230932.609230.676227.425936.4666175.6745.69175164.8996.06317695.7771.43703590.7951.6906740.007024.995631.778431.4694OpenBenchmarking.org

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 Model Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.14Model: yolov4 - Device: CPU - Executor: StandardONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.143691215SE +/- 0.11, N = 15SE +/- 0.13, N = 15SE +/- 0.02, N = 311.2011.2711.541. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.14Model: yolov4 - Device: CPU - Executor: StandardONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.1420406080100SE +/- 0.92, N = 15SE +/- 1.09, N = 15SE +/- 0.12, N = 389.3988.9386.671. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.14CPU Peak Freq (Highest CPU Core Frequency) MonitorONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.146001200180024003000Min: 1900 / Avg: 2910.83 / Max: 3514Min: 1900 / Avg: 2905.29 / Max: 3511Min: 1900 / Avg: 2919.08 / Max: 3512
OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.14CPU Power Consumption MonitorONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.14110220330440550Min: 196.94 / Avg: 613.29 / Max: 638.63Min: 201.41 / Avg: 613.94 / Max: 639.3Min: 202.94 / Avg: 610.95 / Max: 637.6
OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.14CPU Temperature MonitorONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.141020304050Min: 33 / Avg: 48.39 / Max: 51Min: 29 / Avg: 48.24 / Max: 51Min: 28 / Avg: 46.25 / Max: 50

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.14Model: yolov4 - Device: CPU - Executor: ParallelONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.143691215SE +/- 0.05377, N = 3SE +/- 0.06211, N = 3SE +/- 0.08393, N = 39.562089.476319.364511. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.14Model: yolov4 - Device: CPU - Executor: ParallelONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.1420406080100SE +/- 0.59, N = 3SE +/- 0.70, N = 3SE +/- 0.95, N = 3104.58105.53106.801. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
MinAvgMaxONNX Runtime 1.14 use_dnnl190029213515ONNX Runtime 1.14 - No AMX190029173506ONNX Runtime 1.14190029043509OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.14CPU Peak Freq (Highest CPU Core Frequency) Monitor10002000300040005000
MinAvgMaxONNX Runtime 1.14 use_dnnl203612638ONNX Runtime 1.14 - No AMX210612639ONNX Runtime 1.14198611637OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.14CPU Power Consumption Monitor2004006008001000
MinAvgMaxONNX Runtime 1.14 use_dnnl36.047.550.0ONNX Runtime 1.14 - No AMX37.047.750.0ONNX Runtime 1.1436.047.250.0OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.14CPU Temperature Monitor1428425670

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.14Model: fcn-resnet101-11 - Device: CPU - Executor: StandardONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.143691215SE +/- 0.15346, N = 15SE +/- 0.10214, N = 3SE +/- 0.15984, N = 159.9345010.4618010.009971. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.14Model: fcn-resnet101-11 - Device: CPU - Executor: StandardONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.1420406080100SE +/- 1.67, N = 15SE +/- 0.93, N = 3SE +/- 1.75, N = 15101.0295.60100.291. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.14CPU Peak Freq (Highest CPU Core Frequency) MonitorONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.146001200180024003000Min: 1900 / Avg: 2770.59 / Max: 3511Min: 1900 / Avg: 2751.37 / Max: 3515Min: 1900 / Avg: 2752.96 / Max: 3514
OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.14CPU Power Consumption MonitorONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.14120240360480600Min: 195.07 / Avg: 668.74 / Max: 709.06Min: 202.65 / Avg: 673.64 / Max: 706.82Min: 122.34 / Avg: 668.72 / Max: 709.46
OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.14CPU Temperature MonitorONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.141122334455Min: 36 / Avg: 51.5 / Max: 54Min: 36 / Avg: 50.98 / Max: 54Min: 36 / Avg: 51.5 / Max: 54

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.14Model: fcn-resnet101-11 - Device: CPU - Executor: ParallelONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.140.68231.36462.04692.72923.4115SE +/- 0.03052, N = 15SE +/- 0.00278, N = 3SE +/- 0.04052, N = 33.006542.959243.032531. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.14Model: fcn-resnet101-11 - Device: CPU - Executor: ParallelONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.1470140210280350SE +/- 3.47, N = 15SE +/- 0.32, N = 3SE +/- 4.47, N = 3333.10337.92329.871. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.14CPU Peak Freq (Highest CPU Core Frequency) MonitorONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.146001200180024003000Min: 1900 / Avg: 2916.07 / Max: 3677Min: 1900 / Avg: 2905.18 / Max: 3508Min: 1900 / Avg: 2921.95 / Max: 3551
OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.14CPU Power Consumption MonitorONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.14110220330440550Min: 198.53 / Avg: 612.94 / Max: 641.31Min: 209.54 / Avg: 611.05 / Max: 638.4Min: 194.95 / Avg: 611.31 / Max: 637.9
OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.14CPU Temperature MonitorONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.141020304050Min: 38 / Avg: 48.5 / Max: 51Min: 39 / Avg: 48.53 / Max: 50Min: 39 / Avg: 48.15 / Max: 50

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.14Model: super-resolution-10 - Device: CPU - Executor: StandardONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.1450100150200250SE +/- 0.60, N = 3SE +/- 0.42, N = 3SE +/- 0.73, N = 3211.42209.70209.661. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.14Model: super-resolution-10 - Device: CPU - Executor: StandardONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.141.07312.14623.21934.29245.3655SE +/- 0.01348, N = 3SE +/- 0.00962, N = 3SE +/- 0.01656, N = 34.729374.768044.769121. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
MinAvgMaxONNX Runtime 1.14 use_dnnl190034573517ONNX Runtime 1.14 - No AMX190034503516ONNX Runtime 1.14190034573530OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.14CPU Peak Freq (Highest CPU Core Frequency) Monitor10002000300040005000
MinAvgMaxONNX Runtime 1.14 use_dnnl198.9440.5454.7ONNX Runtime 1.14 - No AMX198.6438.8453.5ONNX Runtime 1.14209.4437.4451.4OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.14CPU Power Consumption Monitor120240360480600
MinAvgMaxONNX Runtime 1.14 use_dnnl36.053.255.0ONNX Runtime 1.14 - No AMX37.053.255.0ONNX Runtime 1.1437.053.055.0OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.14CPU Temperature Monitor1530456075

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.14Model: super-resolution-10 - Device: CPU - Executor: ParallelONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.144080120160200SE +/- 0.94, N = 3SE +/- 1.01, N = 3SE +/- 0.28, N = 3178.53180.39179.901. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.14Model: super-resolution-10 - Device: CPU - Executor: ParallelONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.141.262.523.785.046.3SE +/- 0.02952, N = 3SE +/- 0.03108, N = 3SE +/- 0.00850, N = 35.600215.542405.557421. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
MinAvgMaxONNX Runtime 1.14 use_dnnl190034893514ONNX Runtime 1.14 - No AMX190034783517ONNX Runtime 1.14190034953515OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.14CPU Peak Freq (Highest CPU Core Frequency) Monitor10002000300040005000
MinAvgMaxONNX Runtime 1.14 use_dnnl204.6446.4461.0ONNX Runtime 1.14 - No AMX197.3445.5460.4ONNX Runtime 1.14191.9446.6462.1OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.14CPU Power Consumption Monitor120240360480600
MinAvgMaxONNX Runtime 1.14 use_dnnl35.039.145.0ONNX Runtime 1.14 - No AMX35.040.945.0ONNX Runtime 1.1434.037.540.0OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.14CPU Temperature Monitor1224364860

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.14Model: bertsquad-12 - Device: CPU - Executor: StandardONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.1448121620SE +/- 0.12, N = 9SE +/- 0.04, N = 3SE +/- 0.17, N = 315.1915.1714.941. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.14Model: bertsquad-12 - Device: CPU - Executor: StandardONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.141530456075SE +/- 0.49, N = 9SE +/- 0.16, N = 3SE +/- 0.75, N = 365.8865.9266.971. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
MinAvgMaxONNX Runtime 1.14 use_dnnl190034663516ONNX Runtime 1.14 - No AMX190034703512ONNX Runtime 1.14190034603512OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.14CPU Peak Freq (Highest CPU Core Frequency) Monitor10002000300040005000
MinAvgMaxONNX Runtime 1.14 use_dnnl199.2565.5588.4ONNX Runtime 1.14 - No AMX195.6564.4586.3ONNX Runtime 1.14201.2561.6584.0OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.14CPU Power Consumption Monitor160320480640800
MinAvgMaxONNX Runtime 1.14 use_dnnl32.049.251.0ONNX Runtime 1.14 - No AMX33.047.951.0ONNX Runtime 1.1432.047.650.0OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.14CPU Temperature Monitor1530456075

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.14Model: bertsquad-12 - Device: CPU - Executor: ParallelONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.1448121620SE +/- 0.14, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 315.0015.0015.031. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.14Model: bertsquad-12 - Device: CPU - Executor: ParallelONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.141530456075SE +/- 0.65, N = 3SE +/- 0.38, N = 3SE +/- 0.34, N = 366.6966.6966.551. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
MinAvgMaxONNX Runtime 1.14 use_dnnl190031793515ONNX Runtime 1.14 - No AMX190031813510ONNX Runtime 1.14190031793512OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.14CPU Peak Freq (Highest CPU Core Frequency) Monitor10002000300040005000
MinAvgMaxONNX Runtime 1.14 use_dnnl212.9563.2593.5ONNX Runtime 1.14 - No AMX194.9560.2590.7ONNX Runtime 1.14202.7562.2591.1OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.14CPU Power Consumption Monitor160320480640800
MinAvgMaxONNX Runtime 1.14 use_dnnl37.045.849.0ONNX Runtime 1.14 - No AMX36.045.148.0ONNX Runtime 1.1436.045.347.0OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.14CPU Temperature Monitor1428425670

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.14Model: GPT-2 - Device: CPU - Executor: StandardONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.144080120160200SE +/- 3.35, N = 13SE +/- 3.06, N = 14SE +/- 0.21, N = 3194.52195.15190.021. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.14Model: GPT-2 - Device: CPU - Executor: StandardONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.141.18362.36723.55084.73445.918SE +/- 0.07549, N = 13SE +/- 0.06843, N = 14SE +/- 0.00587, N = 35.154145.135825.260531. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.14CPU Peak Freq (Highest CPU Core Frequency) MonitorONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.146001200180024003000Min: 1900 / Avg: 3493.87 / Max: 3520Min: 1900 / Avg: 3486.47 / Max: 3524Min: 1900 / Avg: 3481.53 / Max: 3515
OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.14CPU Power Consumption MonitorONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.1480160240320400Min: 104.64 / Avg: 436.21 / Max: 453.4Min: 193.29 / Avg: 435.51 / Max: 452.19Min: 194.32 / Avg: 434.53 / Max: 450.05
OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.14CPU Temperature MonitorONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.141020304050Min: 35 / Avg: 49.32 / Max: 52Min: 36 / Avg: 48.93 / Max: 51Min: 35 / Avg: 48.1 / Max: 50

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.14Model: GPT-2 - Device: CPU - Executor: ParallelONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.14306090120150SE +/- 1.24, N = 3SE +/- 1.03, N = 3SE +/- 1.30, N = 3150.86158.31153.601. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.14Model: GPT-2 - Device: CPU - Executor: ParallelONNX Runtime 1.14 use_dnnlONNX Runtime 1.14 - No AMXONNX Runtime 1.14246810SE +/- 0.05441, N = 3SE +/- 0.04118, N = 3SE +/- 0.05508, N = 36.623096.311096.505271. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
MinAvgMaxONNX Runtime 1.14 use_dnnl190034783511ONNX Runtime 1.14 - No AMX190034753510ONNX Runtime 1.14190034943516OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.14CPU Peak Freq (Highest CPU Core Frequency) Monitor10002000300040005000
MinAvgMaxONNX Runtime 1.14 use_dnnl203.6438.6458.8ONNX Runtime 1.14 - No AMX201.2439.1454.6ONNX Runtime 1.14202.4438.8455.7OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.14CPU Power Consumption Monitor120240360480600
MinAvgMaxONNX Runtime 1.14 use_dnnl34.038.142.0ONNX Runtime 1.14 - No AMX34.037.540.0ONNX Runtime 1.1434.037.442.0OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.14CPU Temperature Monitor1224364860

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.14Model: ArcFace ResNet-100 - Device: CPU - Executor: StandardONNX Runtime 1.14 use_dnnlONNX Runtime 1.14816243240SE +/- 0.46, N = 3SE +/- 0.22, N = 332.6133.971. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.14Model: ArcFace ResNet-100 - Device: CPU - Executor: StandardONNX Runtime 1.14 use_dnnlONNX Runtime 1.14714212835SE +/- 0.44, N = 3SE +/- 0.19, N = 330.6829.441. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
MinAvgMaxONNX Runtime 1.14 use_dnnl190029323512ONNX Runtime 1.14290029353514OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.14CPU Peak Freq (Highest CPU Core Frequency) Monitor10002000300040005000
MinAvgMaxONNX Runtime 1.14 use_dnnl199621652ONNX Runtime 1.14202622649OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.14CPU Power Consumption Monitor2004006008001000
MinAvgMaxONNX Runtime 1.14 use_dnnl32.048.952.0ONNX Runtime 1.1433.048.452.0OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.14CPU Temperature Monitor1530456075

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.14Model: ArcFace ResNet-100 - Device: CPU - Executor: ParallelONNX Runtime 1.14 use_dnnlONNX Runtime 1.14612182430SE +/- 0.26, N = 3SE +/- 0.06, N = 327.4327.211. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.14Model: ArcFace ResNet-100 - Device: CPU - Executor: ParallelONNX Runtime 1.14 use_dnnlONNX Runtime 1.14816243240SE +/- 0.35, N = 3SE +/- 0.08, N = 336.4736.741. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
MinAvgMaxONNX Runtime 1.14 use_dnnl190029293510ONNX Runtime 1.14190029113514OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.14CPU Peak Freq (Highest CPU Core Frequency) Monitor10002000300040005000
MinAvgMaxONNX Runtime 1.14 use_dnnl201625651ONNX Runtime 1.14207623650OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.14CPU Power Consumption Monitor2004006008001000
MinAvgMaxONNX Runtime 1.14 use_dnnl37.048.451.0ONNX Runtime 1.1437.047.950.0OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.14CPU Temperature Monitor1530456075

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.14Model: ResNet50 v1-12-int8 - Device: CPU - Executor: StandardONNX Runtime 1.14 use_dnnlONNX Runtime 1.144080120160200SE +/- 0.56, N = 3SE +/- 0.57, N = 3175.67177.931. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.14Model: ResNet50 v1-12-int8 - Device: CPU - Executor: StandardONNX Runtime 1.14 use_dnnlONNX Runtime 1.141.28062.56123.84185.12246.403SE +/- 0.01821, N = 3SE +/- 0.01809, N = 35.691755.619691. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
MinAvgMaxONNX Runtime 1.14 use_dnnl190029053503ONNX Runtime 1.14190029043506OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.14CPU Peak Freq (Highest CPU Core Frequency) Monitor10002000300040005000
MinAvgMaxONNX Runtime 1.14 use_dnnl208617639ONNX Runtime 1.14202616637OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.14CPU Power Consumption Monitor2004006008001000
MinAvgMaxONNX Runtime 1.14 use_dnnl36.050.753.0ONNX Runtime 1.1436.050.152.0OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.14CPU Temperature Monitor1530456075

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.14Model: ResNet50 v1-12-int8 - Device: CPU - Executor: ParallelONNX Runtime 1.14 use_dnnlONNX Runtime 1.144080120160200SE +/- 1.24, N = 3SE +/- 1.61, N = 5164.90162.481. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.14Model: ResNet50 v1-12-int8 - Device: CPU - Executor: ParallelONNX Runtime 1.14 use_dnnlONNX Runtime 1.14246810SE +/- 0.04559, N = 3SE +/- 0.06169, N = 56.063176.155641. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
MinAvgMaxONNX Runtime 1.14 use_dnnl190028893507ONNX Runtime 1.14190028903666OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.14CPU Peak Freq (Highest CPU Core Frequency) Monitor10002000300040005000
MinAvgMaxONNX Runtime 1.14 use_dnnl289638660ONNX Runtime 1.14290633659OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.14CPU Power Consumption Monitor2004006008001000
MinAvgMaxONNX Runtime 1.14 use_dnnl40.048.951.0ONNX Runtime 1.1438.050.753.0OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.14CPU Temperature Monitor1530456075

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.14Model: CaffeNet 12-int8 - Device: CPU - Executor: StandardONNX Runtime 1.14 use_dnnlONNX Runtime 1.14150300450600750SE +/- 9.80, N = 3SE +/- 9.35, N = 3695.78684.151. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.14Model: CaffeNet 12-int8 - Device: CPU - Executor: StandardONNX Runtime 1.14 use_dnnlONNX Runtime 1.140.32880.65760.98641.31521.644SE +/- 0.02005, N = 3SE +/- 0.02000, N = 31.437031.461491. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
MinAvgMaxONNX Runtime 1.14 use_dnnl190029143501ONNX Runtime 1.14190029083400OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.14CPU Peak Freq (Highest CPU Core Frequency) Monitor10002000300040005000
MinAvgMaxONNX Runtime 1.14 use_dnnl283607628ONNX Runtime 1.14289602623OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.14CPU Power Consumption Monitor2004006008001000
MinAvgMaxONNX Runtime 1.14 use_dnnl40.049.751.0ONNX Runtime 1.1440.048.851.0OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.14CPU Temperature Monitor1530456075

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.14Model: CaffeNet 12-int8 - Device: CPU - Executor: ParallelONNX Runtime 1.14 use_dnnlONNX Runtime 1.14130260390520650SE +/- 4.15, N = 3SE +/- 3.23, N = 3590.80589.201. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.14Model: CaffeNet 12-int8 - Device: CPU - Executor: ParallelONNX Runtime 1.14 use_dnnlONNX Runtime 1.140.38140.76281.14421.52561.907SE +/- 0.01190, N = 3SE +/- 0.00918, N = 31.690671.695171. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
MinAvgMaxONNX Runtime 1.14 use_dnnl190029033501ONNX Runtime 1.14190029083500OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.14CPU Peak Freq (Highest CPU Core Frequency) Monitor10002000300040005000
MinAvgMaxONNX Runtime 1.14 use_dnnl272617637ONNX Runtime 1.14278615633OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.14CPU Power Consumption Monitor2004006008001000
MinAvgMaxONNX Runtime 1.14 use_dnnl40.048.151.0ONNX Runtime 1.1440.046.949.0OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.14CPU Temperature Monitor1530456075

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.14Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: StandardONNX Runtime 1.14 use_dnnlONNX Runtime 1.14918273645SE +/- 0.24, N = 3SE +/- 0.12, N = 340.0139.771. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.14Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: StandardONNX Runtime 1.14 use_dnnlONNX Runtime 1.14612182430SE +/- 0.15, N = 3SE +/- 0.08, N = 325.0025.141. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
MinAvgMaxONNX Runtime 1.14 use_dnnl190029973509ONNX Runtime 1.14190029823510OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.14CPU Peak Freq (Highest CPU Core Frequency) Monitor10002000300040005000
MinAvgMaxONNX Runtime 1.14 use_dnnl257.9583.0603.0ONNX Runtime 1.14239.7582.2599.4OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.14CPU Power Consumption Monitor160320480640800
MinAvgMaxONNX Runtime 1.14 use_dnnl40.047.950.0ONNX Runtime 1.1437.046.348.0OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.14CPU Temperature Monitor1428425670

OpenBenchmarking.orgInferences Per Second, More Is BetterONNX Runtime 1.14Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: ParallelONNX Runtime 1.14 use_dnnlONNX Runtime 1.14816243240SE +/- 0.27, N = 3SE +/- 0.46, N = 331.7832.901. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInference Time Cost (ms), Fewer Is BetterONNX Runtime 1.14Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: ParallelONNX Runtime 1.14 use_dnnlONNX Runtime 1.14714212835SE +/- 0.26, N = 3SE +/- 0.42, N = 331.4730.401. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt
MinAvgMaxONNX Runtime 1.14 use_dnnl190030343508ONNX Runtime 1.14190030703525OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.14CPU Peak Freq (Highest CPU Core Frequency) Monitor10002000300040005000
MinAvgMaxONNX Runtime 1.14 use_dnnl267.7561.7588.0ONNX Runtime 1.14236.5561.9589.2OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.14CPU Power Consumption Monitor160320480640800
MinAvgMaxONNX Runtime 1.14 use_dnnl40.046.051.0ONNX Runtime 1.1437.045.148.0OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.14CPU Temperature Monitor1530456075

CPU Peak Freq (Highest CPU Core Frequency) Monitor

OpenBenchmarking.orgMegahertzCPU Peak Freq (Highest CPU Core Frequency) MonitorPhoronix Test Suite System MonitoringONNX Runtime 1.14 use_dnnlONNX Runtime 1.146001200180024003000Min: 1900 / Avg: 3073.43 / Max: 3677Min: 1900 / Avg: 3026.38 / Max: 3666

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringONNX Runtime 1.14 use_dnnlONNX Runtime 1.14120240360480600Min: 104.64 / Avg: 571.11 / Max: 709.06Min: 122.34 / Avg: 577.11 / Max: 709.46

CPU Temperature Monitor

OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringONNX Runtime 1.14 use_dnnlONNX Runtime 1.141122334455Min: 32 / Avg: 48.36 / Max: 55Min: 28 / Avg: 47.63 / Max: 55

ONNX Runtime 1.14

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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-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-12-AKimc9/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-AKimc9/gcc-12-12.2.0/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
Processor Notes: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0x2b0000c0
Python Notes: Python 3.11.1
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 11 February 2023 12:20 by user phoronix.

ONNX Runtime 1.14 - No AMX

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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-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-12-AKimc9/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-AKimc9/gcc-12-12.2.0/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
Processor Notes: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0x2b0000c0
Python Notes: Python 3.11.1
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 11 February 2023 14:29 by user phoronix.

ONNX Runtime 1.14 use_dnnl

Processor: 2 x Intel Xeon Platinum 8490H @ 3.50GHz (120 Cores / 240 Threads), Motherboard: Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS), Chipset: Intel Device 1bce, Memory: 1008GB, Disk: 2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007 + 960GB INTEL SSDSC2KG96, Graphics: ASPEED, Monitor: VGA HDMI, Network: 4 x Intel E810-C for QSFP + 2 x Intel X710 for 10GBASE-T

OS: Ubuntu 23.04, Kernel: 5.19.0-21-generic (x86_64), Desktop: GNOME Shell 43.2, Display Server: X Server 1.21.1.6, Compiler: GCC 12.2.0, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --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-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-12-AKimc9/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-AKimc9/gcc-12-12.2.0/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
Processor Notes: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0x2b0000c0
Python Notes: Python 3.11.1
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 11 February 2023 17:03 by user phoronix.