c3708-tensorflow-lite

Docker testing on Ubuntu 22.04.4 LTS via the Phoronix Test Suite.

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  Duration
c3708-tensorflow-lite-2-29-24
February 29
  1 Hour, 32 Minutes
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c3708-tensorflow-lite-2-29-24

Processor: Intel Atom C3708 @ 1.70GHz (8 Cores), Motherboard: Kontron Europe COMe-bDV7 E2 v2.0.1 (BDV7R112 BIOS), Memory: 32GB, Disk: 960GB ATP I-Temp. SATA

OS: Ubuntu 22.04.4 LTS, Kernel: 4.18.0-448.el8.x86_64 (x86_64), File-System: overlayfs, System Layer: Docker

Kernel Notes: Transparent Huge Pages: always
Processor Notes: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x38
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 Retpolines IBPB: conditional IBRS_FW STIBP: disabled RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

c3708-tensorflow-liteOpenBenchmarking.orgPhoronix Test SuiteIntel Atom C3708 @ 1.70GHz (8 Cores)Kontron Europe COMe-bDV7 E2 v2.0.1 (BDV7R112 BIOS)32GB960GB ATP I-Temp. SATAUbuntu 22.04.4 LTS4.18.0-448.el8.x86_64 (x86_64)overlayfsDockerProcessorMotherboardMemoryDiskOSKernelFile-SystemSystem LayerC3708-tensorflow-lite BenchmarksSystem Logs- Transparent Huge Pages: always- Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x38- 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 Retpolines IBPB: conditional IBRS_FW STIBP: disabled RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

c3708-tensorflow-litetensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: NASNet Mobiletensorflow-lite: SqueezeNettensorflow-lite: Inception ResNet V2tensorflow-lite: Inception V4c3708-tensorflow-lite-2-29-2435624.0683597208418.865464.6752230716823OpenBenchmarking.org

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet Floatc3708-tensorflow-lite-2-29-248K16K24K32K40KSE +/- 554.04, N = 1535624.0
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001722OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU0) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001722OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU1) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU2) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001702OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU3) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001702OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU4) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001704OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU5) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU6) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU7) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24170017001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Peak Freq (Highest CPU Core Frequency) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-244.311.913.2OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Power Consumption Monitor481216201. c3708-tensorflow-lite-2-29-24: Approximate power consumption of 698 Joules per run.
MinAvgMaxc3708-tensorflow-lite-2-29-2442.046.449.0OpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Temperature Monitor1428425670
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.7100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU0) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.5100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU1) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.7100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU2) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.7100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU3) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.6100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU4) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.6100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU5) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.4100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU6) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.7100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU7) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.6100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (Summary) Monitor20406080100
OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18GPU Fan Speed Monitorc3708-tensorflow-lite-2-29-2420406080100100
MinAvgMaxc3708-tensorflow-lite-2-29-240.00.06.0OpenBenchmarking.orgMB/s, Fewer Is BetterTensorFlow Lite 2022-05-18Drive Read Speed (sda) Monitor3691215
MinAvgMaxc3708-tensorflow-lite-2-29-240.00.00.2OpenBenchmarking.orgMB/s, Fewer Is BetterTensorFlow Lite 2022-05-18Drive Write Speed (sda) Monitor0.05630.11260.16890.22520.2815
MinAvgMaxc3708-tensorflow-lite-2-29-24377.0532.7565.0OpenBenchmarking.orgMegabytes, Fewer Is BetterTensorFlow Lite 2022-05-18Memory Usage Monitor140280420560700
OpenBenchmarking.orgMegabytes, Fewer Is BetterTensorFlow Lite 2022-05-18Swap Usage Monitorc3708-tensorflow-lite-2-29-244812162014
MinAvgMaxc3708-tensorflow-lite-2-29-240.00.00.8OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18System Iowait Monitor0.37760.75521.13281.51041.888

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet Quantc3708-tensorflow-lite-2-29-24150K300K450K600K750KSE +/- 4546.41, N = 14683597
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001705OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU0) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24170017001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU1) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001718OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU2) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU3) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001704OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU4) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001702OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU5) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU6) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU7) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24170017001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Peak Freq (Highest CPU Core Frequency) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-244.311.712.9OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Power Consumption Monitor481216201. c3708-tensorflow-lite-2-29-24: Approximate power consumption of 722 Joules per run.
MinAvgMaxc3708-tensorflow-lite-2-29-2444.047.749.0OpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Temperature Monitor1428425670
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.3100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU0) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.0100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU1) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.092.4100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU2) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.092.3100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU3) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.092.7100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU4) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.092.7100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU5) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.092.7100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU6) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.092.5100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU7) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.092.7100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (Summary) Monitor20406080100
OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18GPU Fan Speed Monitorc3708-tensorflow-lite-2-29-2420406080100100
MinAvgMaxc3708-tensorflow-lite-2-29-240.00.00.2OpenBenchmarking.orgMB/s, Fewer Is BetterTensorFlow Lite 2022-05-18Drive Read Speed (sda) Monitor0.0450.090.1350.180.225
MinAvgMaxc3708-tensorflow-lite-2-29-240.00.00.2OpenBenchmarking.orgMB/s, Fewer Is BetterTensorFlow Lite 2022-05-18Drive Write Speed (sda) Monitor0.05060.10120.15180.20240.253
MinAvgMaxc3708-tensorflow-lite-2-29-24539.0543.2552.0OpenBenchmarking.orgMegabytes, Fewer Is BetterTensorFlow Lite 2022-05-18Memory Usage Monitor140280420560700
OpenBenchmarking.orgMegabytes, Fewer Is BetterTensorFlow Lite 2022-05-18Swap Usage Monitorc3708-tensorflow-lite-2-29-244812162014
MinAvgMaxc3708-tensorflow-lite-2-29-240.00.00.1OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18System Iowait Monitor0.03660.07320.10980.14640.183

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: NASNet Mobilec3708-tensorflow-lite-2-29-2440K80K120K160K200KSE +/- 131042.24, N = 12208418.8
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU0) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU1) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001703OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU2) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU3) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU4) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001702OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU5) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU6) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU7) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24170017001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Peak Freq (Highest CPU Core Frequency) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-244.311.312.8OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Power Consumption Monitor481216201. c3708-tensorflow-lite-2-29-24: Approximate power consumption of 702 Joules per run.
MinAvgMaxc3708-tensorflow-lite-2-29-2444.047.249.0OpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Temperature Monitor1428425670
MinAvgMaxc3708-tensorflow-lite-2-29-240.087.9100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU0) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.088.4100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU1) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.088.6100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU2) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.088.9100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU3) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.087.6100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU4) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.088.0100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU5) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.087.7100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU6) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.087.7100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU7) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.088.1100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (Summary) Monitor20406080100
OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18GPU Fan Speed Monitorc3708-tensorflow-lite-2-29-2420406080100100
MinAvgMaxc3708-tensorflow-lite-2-29-240.00.00.0OpenBenchmarking.orgMB/s, Fewer Is BetterTensorFlow Lite 2022-05-18Drive Read Speed (sda) Monitor0.00280.00560.00840.01120.014
MinAvgMaxc3708-tensorflow-lite-2-29-240.00.00.2OpenBenchmarking.orgMB/s, Fewer Is BetterTensorFlow Lite 2022-05-18Drive Write Speed (sda) Monitor0.06750.1350.20250.270.3375
MinAvgMaxc3708-tensorflow-lite-2-29-24540.0593.4598.0OpenBenchmarking.orgMegabytes, Fewer Is BetterTensorFlow Lite 2022-05-18Memory Usage Monitor160320480640800
OpenBenchmarking.orgMegabytes, Fewer Is BetterTensorFlow Lite 2022-05-18Swap Usage Monitorc3708-tensorflow-lite-2-29-244812162014

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: SqueezeNetc3708-tensorflow-lite-2-29-2414K28K42K56K70KSE +/- 8795.50, N = 1565464.6
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU0) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU1) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU2) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU3) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001717OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU4) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001702OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU5) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001743OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU6) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001703OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU7) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24170017001703OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Peak Freq (Highest CPU Core Frequency) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-244.311.513.1OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Power Consumption Monitor481216201. c3708-tensorflow-lite-2-29-24: Approximate power consumption of 678 Joules per run.
MinAvgMaxc3708-tensorflow-lite-2-29-2444.047.750.0OpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Temperature Monitor1428425670
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.5100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU0) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.6100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU1) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.6100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU2) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.5100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU3) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.092.7100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU4) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.8100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU5) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.7100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU6) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.7100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU7) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.5100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (Summary) Monitor20406080100
OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18GPU Fan Speed Monitorc3708-tensorflow-lite-2-29-2420406080100100
MinAvgMaxc3708-tensorflow-lite-2-29-240.00.00.1OpenBenchmarking.orgMB/s, Fewer Is BetterTensorFlow Lite 2022-05-18Drive Write Speed (sda) Monitor0.03660.07320.10980.14640.183
MinAvgMaxc3708-tensorflow-lite-2-29-24542.0559.7565.0OpenBenchmarking.orgMegabytes, Fewer Is BetterTensorFlow Lite 2022-05-18Memory Usage Monitor140280420560700
OpenBenchmarking.orgMegabytes, Fewer Is BetterTensorFlow Lite 2022-05-18Swap Usage Monitorc3708-tensorflow-lite-2-29-244812162014

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception ResNet V2c3708-tensorflow-lite-2-29-24160K320K480K640K800KSE +/- 46121.66, N = 15752230
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU0) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001702OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU1) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU2) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169817001709OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU3) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU4) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU5) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU6) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU7) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24170017001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Peak Freq (Highest CPU Core Frequency) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-244.311.513.4OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Power Consumption Monitor481216201. c3708-tensorflow-lite-2-29-24: Approximate power consumption of 728 Joules per run.
MinAvgMaxc3708-tensorflow-lite-2-29-2444.047.650.0OpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Temperature Monitor1428425670
MinAvgMaxc3708-tensorflow-lite-2-29-240.092.4100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU0) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.0100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU1) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.8100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU2) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.092.3100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU3) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.9100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU4) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.1100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU5) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.092.9100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU6) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.8100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU7) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.2100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (Summary) Monitor20406080100
OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18GPU Fan Speed Monitorc3708-tensorflow-lite-2-29-2420406080100100
MinAvgMaxc3708-tensorflow-lite-2-29-240.00.012.7OpenBenchmarking.orgMB/s, Fewer Is BetterTensorFlow Lite 2022-05-18Drive Read Speed (sda) Monitor48121620
MinAvgMaxc3708-tensorflow-lite-2-29-240.00.00.4OpenBenchmarking.orgMB/s, Fewer Is BetterTensorFlow Lite 2022-05-18Drive Write Speed (sda) Monitor0.10410.20820.31230.41640.5205
MinAvgMaxc3708-tensorflow-lite-2-29-24542678789OpenBenchmarking.orgMegabytes, Fewer Is BetterTensorFlow Lite 2022-05-18Memory Usage Monitor2004006008001000
OpenBenchmarking.orgMegabytes, Fewer Is BetterTensorFlow Lite 2022-05-18Swap Usage Monitorc3708-tensorflow-lite-2-29-244812162014
MinAvgMaxc3708-tensorflow-lite-2-29-240.00.01.4OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18System Iowait Monitor0.71861.43722.15582.87443.593

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception V4c3708-tensorflow-lite-2-29-24150K300K450K600K750KSE +/- 16555.44, N = 15716823
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001704OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU0) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001702OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU1) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001704OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU2) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU3) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU4) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001720OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU5) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU6) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24169917001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Frequency (CPU7) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-24170017001701OpenBenchmarking.orgMegahertz, More Is BetterTensorFlow Lite 2022-05-18CPU Peak Freq (Highest CPU Core Frequency) Monitor5001000150020002500
MinAvgMaxc3708-tensorflow-lite-2-29-244.311.813.2OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Power Consumption Monitor481216201. c3708-tensorflow-lite-2-29-24: Approximate power consumption of 747 Joules per run.
MinAvgMaxc3708-tensorflow-lite-2-29-2444.047.850.0OpenBenchmarking.orgCelsius, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Temperature Monitor1428425670
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.3100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU0) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.3100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU1) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.0100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU2) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.094.0100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU3) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.8100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU4) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.8100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU5) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.094.0100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU6) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.6100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (CPU7) Monitor20406080100
MinAvgMaxc3708-tensorflow-lite-2-29-240.093.7100.0OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18CPU Usage (Summary) Monitor20406080100
OpenBenchmarking.orgPercent, Fewer Is BetterTensorFlow Lite 2022-05-18GPU Fan Speed Monitorc3708-tensorflow-lite-2-29-2420406080100100
MinAvgMaxc3708-tensorflow-lite-2-29-240.00.00.3OpenBenchmarking.orgMB/s, Fewer Is BetterTensorFlow Lite 2022-05-18Drive Write Speed (sda) Monitor0.07030.14060.21090.28120.3515
MinAvgMaxc3708-tensorflow-lite-2-29-24543716730OpenBenchmarking.orgMegabytes, Fewer Is BetterTensorFlow Lite 2022-05-18Memory Usage Monitor2004006008001000
OpenBenchmarking.orgMegabytes, Fewer Is BetterTensorFlow Lite 2022-05-18Swap Usage Monitorc3708-tensorflow-lite-2-29-244812162014

CPU Frequency (CPU0) Monitor

OpenBenchmarking.orgMegahertzCPU Frequency (CPU0) MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-2430060090012001500Min: 1698.57 / Avg: 1700.02 / Max: 1721.79

CPU Frequency (CPU1) Monitor

OpenBenchmarking.orgMegahertzCPU Frequency (CPU1) MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-2430060090012001500Min: 1698.7 / Avg: 1700.01 / Max: 1721.73

CPU Frequency (CPU2) Monitor

OpenBenchmarking.orgMegahertzCPU Frequency (CPU2) MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-2430060090012001500Min: 1698.7 / Avg: 1700.01 / Max: 1718.15

CPU Frequency (CPU3) Monitor

OpenBenchmarking.orgMegahertzCPU Frequency (CPU3) MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-2430060090012001500Min: 1697.78 / Avg: 1700.01 / Max: 1709.41

CPU Frequency (CPU4) Monitor

OpenBenchmarking.orgMegahertzCPU Frequency (CPU4) MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-2430060090012001500Min: 1698.72 / Avg: 1700.01 / Max: 1716.57

CPU Frequency (CPU5) Monitor

OpenBenchmarking.orgMegahertzCPU Frequency (CPU5) MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-2430060090012001500Min: 1698.7 / Avg: 1700.01 / Max: 1720.19

CPU Frequency (CPU6) Monitor

OpenBenchmarking.orgMegahertzCPU Frequency (CPU6) MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-2430060090012001500Min: 1698.71 / Avg: 1700.02 / Max: 1743.47

CPU Frequency (CPU7) Monitor

OpenBenchmarking.orgMegahertzCPU Frequency (CPU7) MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-2430060090012001500Min: 1698.71 / Avg: 1700.01 / Max: 1702.77

CPU Peak Freq (Highest CPU Core Frequency) Monitor

OpenBenchmarking.orgMegahertzCPU Peak Freq (Highest CPU Core Frequency) MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-2430060090012001500Min: 1700 / Avg: 1700.04 / Max: 1703

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-2448121620Min: 4.27 / Avg: 11.57 / Max: 13.39

CPU Temperature Monitor

OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-241020304050Min: 41 / Avg: 47.39 / Max: 50

CPU Usage (CPU0) Monitor

OpenBenchmarking.orgPercentCPU Usage (CPU0) MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-2420406080100Min: 0 / Avg: 91.38 / Max: 100

CPU Usage (CPU1) Monitor

OpenBenchmarking.orgPercentCPU Usage (CPU1) MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-2420406080100Min: 0 / Avg: 91.76 / Max: 100

CPU Usage (CPU2) Monitor

OpenBenchmarking.orgPercentCPU Usage (CPU2) MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-2420406080100Min: 0 / Avg: 91.58 / Max: 100

CPU Usage (CPU3) Monitor

OpenBenchmarking.orgPercentCPU Usage (CPU3) MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-2420406080100Min: 0 / Avg: 91.49 / Max: 100

CPU Usage (CPU4) Monitor

OpenBenchmarking.orgPercentCPU Usage (CPU4) MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-2420406080100Min: 0 / Avg: 91.45 / Max: 100

CPU Usage (CPU5) Monitor

OpenBenchmarking.orgPercentCPU Usage (CPU5) MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-2420406080100Min: 0 / Avg: 91.47 / Max: 100

CPU Usage (CPU6) Monitor

OpenBenchmarking.orgPercentCPU Usage (CPU6) MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-2420406080100Min: 0 / Avg: 91.47 / Max: 100

CPU Usage (CPU7) Monitor

OpenBenchmarking.orgPercentCPU Usage (CPU7) MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-2420406080100Min: 0 / Avg: 91.55 / Max: 100

CPU Usage (Summary) Monitor

OpenBenchmarking.orgPercentCPU Usage (Summary) MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-2420406080100Min: 0 / Avg: 91.44 / Max: 100

GPU Fan Speed Monitor

OpenBenchmarking.orgPercentGPU Fan Speed MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-2420406080100100

Drive Read Speed (sda) Monitor

OpenBenchmarking.orgMB/sDrive Read Speed (sda) MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-2448121620Min: 0 / Avg: 0.01 / Max: 12.73

Drive Write Speed (sda) Monitor

OpenBenchmarking.orgMB/sDrive Write Speed (sda) MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-24246810Min: 0 / Avg: 0.01 / Max: 0.52

Memory Usage Monitor

OpenBenchmarking.orgMegabytesMemory Usage MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-24140280420560700Min: 375 / Avg: 605.94 / Max: 789

Swap Usage Monitor

OpenBenchmarking.orgMegabytesSwap Usage MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-244812162014

System Iowait Monitor

OpenBenchmarking.orgPercentSystem Iowait MonitorPhoronix Test Suite System Monitoringc3708-tensorflow-lite-2-29-24246810Min: 0 / Avg: 0 / Max: 1.37

32 Results Shown

TensorFlow Lite:
  Mobilenet Float
  Mobilenet Quant
  NASNet Mobile
  SqueezeNet
  Inception ResNet V2
  Inception V4
CPU Frequency (CPU0) Monitor:
  Phoronix Test Suite System Monitoring:
    Megahertz
    Megahertz
    Megahertz
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    Watts
    Celsius
    Percent
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    MB/s
    MB/s
    Megabytes
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c3708-tensorflow-lite-2-29-24

Processor: Intel Atom C3708 @ 1.70GHz (8 Cores), Motherboard: Kontron Europe COMe-bDV7 E2 v2.0.1 (BDV7R112 BIOS), Memory: 32GB, Disk: 960GB ATP I-Temp. SATA

OS: Ubuntu 22.04.4 LTS, Kernel: 4.18.0-448.el8.x86_64 (x86_64), File-System: overlayfs, System Layer: Docker

Kernel Notes: Transparent Huge Pages: always
Processor Notes: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x38
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 Retpolines IBPB: conditional IBRS_FW STIBP: disabled RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 29 February 2024 15:23 by user nicholas.