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AMD Ryzen 7 5800X 8-Core testing with a MSI B450-A PRO MAX (MS-7B86) v4.0 (M.C0 BIOS) and ASUS NVIDIA GeForce GTX 1650 SUPER 4GB on Ubuntu 20.10 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 2104062-HA-TF303717716
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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
run_1
April 06 2021
  25 Minutes
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tfOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 7 5800X 8-Core (8 Cores / 16 Threads)MSI B450-A PRO MAX (MS-7B86) v4.0 (M.C0 BIOS)AMD Starship/Matisse16GB500GB CT500MX500SSD1ASUS NVIDIA GeForce GTX 1650 SUPER 4GBNVIDIA TU116 HD AudioDELL U2311HRealtek RTL8111/8168/8411 + Intel Wi-Fi 6 AX200Ubuntu 20.105.8.0-48-generic (x86_64)GNOME Shell 3.38.2X Server 1.20.9NVIDIA 460.394.6.0OpenCL 1.2 CUDA 11.2.1361.2.155GCC 10.2.0 + CUDA 11.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionTf BenchmarksSystem Logs- Transparent Huge Pages: madvise- CPU Microcode: 0xa201009- 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

tftensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2run_116875524522631438151140471249332219593OpenBenchmarking.org

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. 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 2020-08-23Model: SqueezeNetrun_140K80K120K160K200KSE +/- 395.23, N = 3168755

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4run_1500K1000K1500K2000K2500KSE +/- 1610.89, N = 32452263

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet Mobilerun_130K60K90K120K150KSE +/- 405.81, N = 3143815

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet Floatrun_120K40K60K80K100KSE +/- 93.68, N = 3114047

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet Quantrun_130K60K90K120K150KSE +/- 57.82, N = 3124933

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2run_1500K1000K1500K2000K2500KSE +/- 1779.57, N = 32219593