arm8-tensorflow-lite

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

HTML result view exported from: https://openbenchmarking.org/result/2402297-NE-ARM8TENSO99.

arm8-tensorflow-liteProcessorMotherboardMemoryDiskGraphicsMonitorOSKernelCompilerFile-SystemScreen ResolutionSystem LayerARMv8 Cortex-A72 - tidssdrmfb - Texas InstrumentsARMv8 Cortex-A72 (8 Cores)Texas Instruments AM69 SK28GB32GB G1M15L + 32GB SL32Gtidssdrmfb16PM6QUbuntu 22.04.4 LTS6.1.46-g5892b80d6b (aarch64)GCC 11.4.0overlayfs1920x1080DockerOpenBenchmarking.org- Transparent Huge Pages: always- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Not affected + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected

arm8-tensorflow-litetensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2ARMv8 Cortex-A72 - tidssdrmfb - Texas Instruments29038.043690565284.524568.511713.0395575OpenBenchmarking.org

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: SqueezeNetARMv8 Cortex-A72 - tidssdrmfb - Texas Instruments6K12K18K24K30KSE +/- 196.01, N = 329038.0

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception V4ARMv8 Cortex-A72 - tidssdrmfb - Texas Instruments90K180K270K360K450KSE +/- 677.29, N = 3436905

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: NASNet MobileARMv8 Cortex-A72 - tidssdrmfb - Texas Instruments14K28K42K56K70KSE +/- 913.07, N = 365284.5

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet FloatARMv8 Cortex-A72 - tidssdrmfb - Texas Instruments5K10K15K20K25KSE +/- 107.09, N = 324568.5

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet QuantARMv8 Cortex-A72 - tidssdrmfb - Texas Instruments3K6K9K12K15KSE +/- 30.42, N = 311713.0

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception ResNet V2ARMv8 Cortex-A72 - tidssdrmfb - Texas Instruments80K160K240K320K400KSE +/- 1268.03, N = 3395575

Phoronix Test Suite v10.8.4