ti-arm-2-core-tensorflow-lite-2-29-24

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

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2-29-24 tensorflow-lite
February 29
  20 Minutes
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2-29-24 tensorflow-lite

Processor: ARMv8 Cortex-A72 (2 Cores), Motherboard: Texas Instruments J721E SK, Memory: 2560MB, Disk: 32GB SL32G, Graphics: tidssdrmfb, Monitor: 16PM6Q

OS: Ubuntu 22.04.4 LTS, Kernel: 6.1.46-g5892b80d6b (aarch64), File-System: overlayfs, Screen Resolution: 1920x1080, System Layer: Docker

Kernel Notes: Transparent Huge Pages: always
Security Notes: 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

ti-arm-2-core-tensorflow-lite-2-29-24OpenBenchmarking.orgPhoronix Test SuiteARMv8 Cortex-A72 (2 Cores)Texas Instruments J721E SK2560MB32GB SL32Gtidssdrmfb16PM6QUbuntu 22.04.4 LTS6.1.46-g5892b80d6b (aarch64)overlayfs1920x1080DockerProcessorMotherboardMemoryDiskGraphicsMonitorOSKernelFile-SystemScreen ResolutionSystem LayerTi-arm-2-core-tensorflow-lite-2-29-24 BenchmarksSystem Logs- 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

ti-arm-2-core-tensorflow-lite-2-29-24tensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V22-29-24 tensorflow-lite98026.7142686714774566831.538015.11231813OpenBenchmarking.org

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. 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 2022-05-18Model: SqueezeNet2-29-24 tensorflow-lite20K40K60K80K100KSE +/- 290.74, N = 398026.7

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception V42-29-24 tensorflow-lite300K600K900K1200K1500KSE +/- 3423.84, N = 31426867

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: NASNet Mobile2-29-24 tensorflow-lite30K60K90K120K150KSE +/- 146.08, N = 3147745

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet Float2-29-24 tensorflow-lite14K28K42K56K70KSE +/- 355.83, N = 366831.5

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet Quant2-29-24 tensorflow-lite8K16K24K32K40KSE +/- 24.30, N = 338015.1

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception ResNet V22-29-24 tensorflow-lite300K600K900K1200K1500KSE +/- 6419.16, N = 31231813

2-29-24 tensorflow-lite

Processor: ARMv8 Cortex-A72 (2 Cores), Motherboard: Texas Instruments J721E SK, Memory: 2560MB, Disk: 32GB SL32G, Graphics: tidssdrmfb, Monitor: 16PM6Q

OS: Ubuntu 22.04.4 LTS, Kernel: 6.1.46-g5892b80d6b (aarch64), File-System: overlayfs, Screen Resolution: 1920x1080, System Layer: Docker

Kernel Notes: Transparent Huge Pages: always
Security Notes: 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

Testing initiated at 29 February 2024 15:16 by user nicholas.