CFU-Playground
ML accelerator framework
A framework for designing and evaluating custom processor instructions to accelerate machine learning tasks on FPGAs.
Want a faster ML processor? Do it yourself! -- A framework for playing with custom opcodes to accelerate TensorFlow Lite for Microcontrollers (TFLM). . . . . . Online tutorial: https://google.github.io/CFU-Playground/ For reference docs, see the link below.
476 stars
28 watching
125 forks
Language: Verilog
last commit: almost 2 years agoLinked from 1 awesome list
tensorflowtflitetflm
aolofsson/awesome-opensource-hardwareRelated projects:
| Repository | Description | Stars |
|---|---|---|
 ml-gde/e2e-tflite-tutorials | Tutorials and projects on building, deploying, and using TensorFlow Lite models for mobile applications | 133 |
 tensorflow/tfjs | An open-source JavaScript library for training and deploying machine learning models using WebGL acceleration. | 18,533 |
| tensorflow/tfx | An end-to-end platform for deploying production machine learning pipelines | 2,121 |
| tensorflow/tensorflow | An end-to-end platform for building and deploying machine learning applications | 186,822 |
 jedld/tensor_stream | A Ruby-based framework for building and deploying machine learning models on various hardware platforms. | 506 |
 intel/intel-extension-for-tensorflow | Enables heterogeneous high-performance computing on Intel CPUs and GPUs for deep learning workloads | 323 |
| tensorflow/tflite-support | A toolkit to deploy machine learning models on mobile devices using the TensorFlow Lite framework | 381 |
 quantumliu/matdl | A lightweight MATLAB deeplearning toolbox for efficient neural network training and prediction. | 54 |
 radi-cho/create-tf-app | A streamlined tool for setting up and managing machine learning projects with TensorFlow. | 4 |
 google-research/tf-slim | A lightweight library for defining and training neural networks in TensorFlow. | 373 |
 am15h/tflite_flutter_plugin | Provides an interface to TensorFlow Lite interpreter for machine learning inference in Flutter apps | 513 |
| google/praxis | A library designed to be usable by other JAX-based ML projects, providing optimized layers for machine learning at scale. | 178 |
 terryum/tensorflow_exercises | A collection of TensorFlow examples and exercises practiced by the author while learning various machine learning concepts. | 617 |
 mlreef/mlreef | A platform for collaboration, data management, and reproducibility in machine learning development | 1,440 |
| tensorflow/mesh | A library that enables distributed deep learning by partitioning tensors across processors in a mesh topology. | 1,597 |