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.

HTML result view exported from: https://openbenchmarking.org/result/2205159-OTOO-TFLITE485.

tf-liteProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDisplay ServerOpenGLVulkanCompilerFile-SystemScreen Resolutionjohan-no-psIntel 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 9.4.0ext46000x3840OpenBenchmarking.org- 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

tf-litetensorflow-lite: Inception ResNet V2Standard ErrorStandard Deviationjohan-no-ps774093359409.101.88%OpenBenchmarking.org

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2johan-no-ps1.7M3.4M5.1M6.8M8.5MSE +/- 59409.10, N = 67740933

Phoronix Test Suite v10.8.5