tensorflow_lite

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HTML result view exported from: https://openbenchmarking.org/result/2106090-IB-TENSORFLO15.

tensorflow_liteProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen ResolutionliteIntel Core i7-7700K @ 4.50GHz (4 Cores / 8 Threads)LENOVO 36C9 (O2YKT46A BIOS)Intel Xeon E3-1200 v6/7th + Z2704 x 8192 MB DDR4-2400MT/s Samsung M378A1K43CB2-CRC2048GB Western Digital PC SN720 SDAQNTX-2T00-1001MSI NVIDIA GeForce GTX 1060 6GBRealtek ALC1220Qualcomm Atheros Killer E2500 + Qualcomm Atheros QCA6174 802.11acUbuntu 20.045.8.0-55-generic (x86_64)GNOME Shell 3.36.7X Server 1.20.9NVIDIAGCC 9.3.0ext41920x1080OpenBenchmarking.org- Transparent Huge Pages: madvise- Scaling Governor: intel_pstate powersave - CPU Microcode: 0xde - Thermald 1.9.1- itlb_multihit: KVM: Mitigation of VMX disabled + 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 Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Mitigation of Clear buffers; SMT vulnerable

tensorflow_litetensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2lite42222762035473180172909822965775616863OpenBenchmarking.org

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetlite90K180K270K360K450KSE +/- 5594.05, N = 3422227

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4lite1.3M2.6M3.9M5.2M6.5MSE +/- 8859.37, N = 36203547

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet Mobilelite70K140K210K280K350KSE +/- 1406.30, N = 3318017

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet Floatlite60K120K180K240K300KSE +/- 421.33, N = 3290982

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet Quantlite60K120K180K240K300KSE +/- 1225.85, N = 3296577

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2lite1.2M2.4M3.6M4.8M6MSE +/- 3089.66, N = 35616863

Phoronix Test Suite v10.8.4