meta-freescale-ml

This layer provides support for building Machine learning and AI applications and related software.

Git repository

https://github.com/Freescale/meta-freescale-ml web repo

(actual branch master)

Last commit: 3 weeks, 6 days ago (master branch)

Maintainer

Dependencies

The meta-freescale-ml layer depends upon:

Recipe name Version Description
eiq-examples git The eiq examples based on Tf-lite
ethos-u-driver-stack 24.05 The Linux driver stack for Arm(R) Ethos(TM)-U NPU
ethos-u-firmware 24.05 The firmware of Cortex(R)-M33 for Arm(R) Ethos(TM)-U NPU
ethos-u-vela 4.3.0 The vela tool is used to compile a TensorFlow Lite for Microcontrollers neural network model into an optimised version that can run on an embedded system containing an Arm Ethos-U NPU
flatbuffers 24.3.25 Memory Efficient Serialization Library
litert 1.2.0 Google's open-source high-performance runtime for on-device AI
litert-ethosu-delegate 1.2.0 LiteRT Ethos-u Delegate
litert-neutron-delegate 1.2.0 TensorFlow Lite Neutron Delegate
litert-vx-delegate 1.2.0 LiteRT VX Delegate
neutron 1.0.0 The firmware, library and converter for i.MX Neutron NPU
nnshark 2023.11.imx A GStreamer NNstreamer pipelines real-time profiling plugin
nnstreamer 2.4.2 NNStreamer, Stream Pipeline Paradigm for Neural Network Applications
nnstreamer-edge 0.2.6 NNStreamer-Edge library
onnxruntime 1.22.0 cross-platform, high performance scoring engine for ML models
packagegroup-fsl-ml 1.0 Add packages for AI/ML build
python3-flatbuffers 24.3.25 Memory Efficient Serialization Library - Python3 Modules
pytorch 2.0.0 Tensors and Dynamic neural networks in Python with strong GPU acceleration
ssat 1.2.0+gitX Shell Script Automated Tester (unit testing executable files)
tensorflow-lite 2.19.0 TensorFlow Lite C++ Library
tensorflow-lite-ethosu-delegate 2.19.0 TensorFlow Lite Ethos-u Delegate
tensorflow-lite-host-tools 2.19.0 Host tools required for build of TensorFlow Lite C++ Library unit tests and Evaluation Tools
tensorflow-lite-neutron-delegate 2.19.0 TensorFlow Lite Neutron Delegate
tensorflow-lite-vx-delegate 2.19.0 TensorFlow Lite VX Delegate
tim-vx 1.2.2 Tensor Interface Module for OpenVX
tvm 0.7.0 Open Deep Learning Compiler Stack