Tutorial notebooks for hls4ml
-
Updated
Jun 24, 2024 - Jupyter Notebook
Tutorial notebooks for hls4ml
This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.
Deep learning research implemented on notebooks using PyTorch.
Here are Jupyter Notebooks that demonstrate pruning and quantization of the Fashion-MNIST Classification model in Pytorch. Also, using Torchscript, one can easily deploy these models on a C++ platform.
These notebooks were created for the course MME 26849: "Fundamentals of Deep Learning and TinyML"
Add a description, image, and links to the pruning topic page so that developers can more easily learn about it.
To associate your repository with the pruning topic, visit your repo's landing page and select "manage topics."