arm8-tensorflow-lite-monitor-all Docker testing on Ubuntu 22.04.4 LTS via the Phoronix Test Suite. arm8-tensorflow-lite-monitor-all-2-29-24: Processor: ARMv8 Cortex-A72 (8 Cores), Motherboard: Texas Instruments AM69 SK, Memory: 28GB, Disk: 32GB G1M15L + 32GB SL32G, Graphics: tidssdrmfb, Monitor: 16PM6Q OS: Ubuntu 22.04.4 LTS, Kernel: 6.1.46-g5892b80d6b (aarch64), Compiler: GCC 11.4.0, File-System: overlayfs, Screen Resolution: 1920x1080, System Layer: Docker TensorFlow Lite 2022-05-18 Model: Mobilenet Float Microseconds < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . 24280.1 |=========================== TensorFlow Lite 2022-05-18 CPU Usage (CPU0) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 92 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU1) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 92 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU2) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 92 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU3) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 92 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU4) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 92 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU5) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 92 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU6) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 92 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU7) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 92 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (Summary) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 92 MAX: 100 TensorFlow Lite 2022-05-18 GPU Fan Speed Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 100 AVG: 100 MAX: 100 TensorFlow Lite 2022-05-18 Drive Write Speed (mmcblk1) Monitor MB/s < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0.0 AVG: 0.0 MAX: 0.2 TensorFlow Lite 2022-05-18 Memory Usage Monitor Megabytes < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 338 AVG: 366 MAX: 371 TensorFlow Lite 2022-05-18 System Temperature Monitor Celsius < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 42.7 AVG: 51.9 MAX: 54.6 TensorFlow Lite 2022-05-18 Model: Mobilenet Quant Microseconds < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . 11706.1 |=========================== TensorFlow Lite 2022-05-18 CPU Usage (CPU0) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU1) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU2) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU3) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU4) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU5) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU6) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU7) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (Summary) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 GPU Fan Speed Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 100 AVG: 100 MAX: 100 TensorFlow Lite 2022-05-18 Drive Write Speed (mmcblk1) Monitor MB/s < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0.0 AVG: 0.0 MAX: 0.1 TensorFlow Lite 2022-05-18 Memory Usage Monitor Megabytes < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 353 AVG: 357 MAX: 359 TensorFlow Lite 2022-05-18 System Iowait Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0.0 AVG: 0.0 MAX: 0.1 TensorFlow Lite 2022-05-18 System Temperature Monitor Celsius < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 47.7 AVG: 53.7 MAX: 55.4 TensorFlow Lite 2022-05-18 Model: NASNet Mobile Microseconds < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . 63968.9 |=========================== TensorFlow Lite 2022-05-18 CPU Usage (CPU0) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 87 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU1) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 88 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU2) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 87 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU3) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0.0 AVG: 86.4 MAX: 96.0 TensorFlow Lite 2022-05-18 CPU Usage (CPU4) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 88 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU5) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 87 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU6) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 87 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU7) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 88 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (Summary) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0.0 AVG: 87.1 MAX: 95.4 TensorFlow Lite 2022-05-18 GPU Fan Speed Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 100 AVG: 100 MAX: 100 TensorFlow Lite 2022-05-18 Drive Write Speed (mmcblk1) Monitor MB/s < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0.0 AVG: 0.0 MAX: 0.1 TensorFlow Lite 2022-05-18 Memory Usage Monitor Megabytes < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 353 AVG: 408 MAX: 416 TensorFlow Lite 2022-05-18 System Iowait Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0.0 AVG: 0.0 MAX: 0.1 TensorFlow Lite 2022-05-18 System Temperature Monitor Celsius < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 48.4 AVG: 52.4 MAX: 53.7 TensorFlow Lite 2022-05-18 Model: SqueezeNet Microseconds < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . 29257.5 |=========================== TensorFlow Lite 2022-05-18 CPU Usage (CPU0) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU1) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU2) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU3) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU4) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU5) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU6) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU7) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (Summary) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 GPU Fan Speed Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 100 AVG: 100 MAX: 100 TensorFlow Lite 2022-05-18 Drive Write Speed (mmcblk1) Monitor MB/s < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0.0 AVG: 0.0 MAX: 0.1 TensorFlow Lite 2022-05-18 Memory Usage Monitor Megabytes < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 355 AVG: 374 MAX: 380 TensorFlow Lite 2022-05-18 System Iowait Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0.0 AVG: 0.0 MAX: 0.1 TensorFlow Lite 2022-05-18 System Temperature Monitor Celsius < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 47.0 AVG: 54.2 MAX: 56.1 TensorFlow Lite 2022-05-18 Model: Inception ResNet V2 Microseconds < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . 397870 |============================ TensorFlow Lite 2022-05-18 CPU Usage (CPU0) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU1) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU2) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU3) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU4) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU5) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU6) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU7) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (Summary) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 GPU Fan Speed Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 100 AVG: 100 MAX: 100 TensorFlow Lite 2022-05-18 Drive Write Speed (mmcblk1) Monitor MB/s < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0.0 AVG: 0.0 MAX: 0.1 TensorFlow Lite 2022-05-18 Memory Usage Monitor Megabytes < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 356 AVG: 495 MAX: 507 TensorFlow Lite 2022-05-18 System Iowait Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0.0 AVG: 0.0 MAX: 0.3 TensorFlow Lite 2022-05-18 System Temperature Monitor Celsius < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 48.8 AVG: 54.2 MAX: 56.1 TensorFlow Lite 2022-05-18 Model: Inception V4 Microseconds < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . 442611 |============================ TensorFlow Lite 2022-05-18 CPU Usage (CPU0) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU1) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU2) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU3) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU4) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU5) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU6) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (CPU7) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 CPU Usage (Summary) Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 93 MAX: 100 TensorFlow Lite 2022-05-18 GPU Fan Speed Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 100 AVG: 100 MAX: 100 TensorFlow Lite 2022-05-18 Drive Write Speed (mmcblk1) Monitor MB/s < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0.0 AVG: 0.0 MAX: 0.2 TensorFlow Lite 2022-05-18 Memory Usage Monitor Megabytes < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 346 AVG: 532 MAX: 554 TensorFlow Lite 2022-05-18 System Iowait Monitor Percent < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0.0 AVG: 0.0 MAX: 0.5 TensorFlow Lite 2022-05-18 System Temperature Monitor Celsius < Lower Is Better arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 48.4 AVG: 54.1 MAX: 55.7 CPU Usage (CPU0) Monitor Phoronix Test Suite System Monitoring Percent arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 87 MAX: 100 CPU Usage (CPU1) Monitor Phoronix Test Suite System Monitoring Percent arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 87 MAX: 100 CPU Usage (CPU2) Monitor Phoronix Test Suite System Monitoring Percent arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 87 MAX: 100 CPU Usage (CPU3) Monitor Phoronix Test Suite System Monitoring Percent arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 87 MAX: 100 CPU Usage (CPU4) Monitor Phoronix Test Suite System Monitoring Percent arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 87 MAX: 100 CPU Usage (CPU5) Monitor Phoronix Test Suite System Monitoring Percent arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 87 MAX: 100 CPU Usage (CPU6) Monitor Phoronix Test Suite System Monitoring Percent arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 87 MAX: 100 CPU Usage (CPU7) Monitor Phoronix Test Suite System Monitoring Percent arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 87 MAX: 100 CPU Usage (Summary) Monitor Phoronix Test Suite System Monitoring Percent arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0 AVG: 87 MAX: 100 GPU Fan Speed Monitor Phoronix Test Suite System Monitoring Percent arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 100 AVG: 100 MAX: 100 Drive Write Speed (mmcblk1) Monitor Phoronix Test Suite System Monitoring MB/s arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0.0 AVG: 0.0 MAX: 0.2 Memory Usage Monitor Phoronix Test Suite System Monitoring Megabytes arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 336 AVG: 419 MAX: 554 System Iowait Monitor Phoronix Test Suite System Monitoring Percent arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 0.0 AVG: 0.0 MAX: 0.5 System Temperature Monitor Phoronix Test Suite System Monitoring Celsius arm8-tensorflow-lite-monitor-all-2-29-24 . MIN: 42.5 AVG: 53.2 MAX: 56.1