tf-lite

Intel Core i7-3770 testing with a HP 3397 (K01 v02.05 BIOS) and AMD Radeon PRO WX 3100 4GB on Ubuntu 20.04 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 2205159-OTOO-TFLITE485
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Result
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Performance Per
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Date
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  Test
  Duration
johan-no-ps
May 14 2022
  17 Minutes


tf-liteOpenBenchmarking.orgPhoronix Test SuiteIntel Core i7-3770 @ 3.90GHz (4 Cores / 8 Threads)HP 3397 (K01 v02.05 BIOS)Intel Xeon E3-1200 v2/3rd28GB4001GB Seagate ST4000VN008-2DR1 + 120GB TEAML5Lite3D120GAMD Radeon PRO WX 3100 4GB (1219/1500MHz)Realtek ALC221U32V3 + Z27Intel 82579LM + Intel 7265Ubuntu 20.045.13.0-40-generic (x86_64)X Server 1.20.134.6 Mesa 21.2.6 (LLVM 12.0.0)1.2.182GCC 9.4.0ext46000x3840ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionTf-lite BenchmarksSystem Logs- Transparent Huge Pages: madvise- Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x21 - Thermald 1.9.1 - itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + 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 Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Vulnerable: No microcode + tsx_async_abort: Not affected

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: Inception ResNet V2johan-no-ps1.7M3.4M5.1M6.8M8.5MSE +/- 59409.10, N = 67740933