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quantization-aware-training

Here are 7 public repositories matching this topic...

hls4ml-tutorial

fastmachinelearning / hls4ml-tutorial

Tutorial notebooks for hls4ml

machine-learning tutorial fpga pruning quantization-aware-training hls4ml

Updated Oct 5, 2026
Jupyter Notebook

sayakpaul / Adventures-in-TensorFlow-Lite

This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.

inference pruning tensorflow-lite tensorflow-2 on-device-ml tf-hub model-quantization model-optimization quantization-aware-training post-training-quantization tf-lite-model

Updated Jan 23, 2023
Jupyter Notebook

rishivar / adversarial-notebooks

Experimental Adversarial Attack notebooks on CV models

denoising-autoencoders cifar-10 gtsrb-dataset fgsm adversarial-attacks resnet-18 quantization-aware-training

Updated Sep 14, 2020
Jupyter Notebook

maryamsoftdev / Quantization-in-Machine-Learning

A Tutorial Notebook to Quantization in Machine Learning

quantization quantization-aware-training quantization-efficient-network

Updated May 19, 2024
Jupyter Notebook

YuvrajSingh-mist / SmolQuant

Implementations and Quantization Notebooks of models for Edge AI!

deep-learning transformers artificial-intelligence quantization quantization-algorithms quantization-aware-training

Updated Oct 12, 2025
Jupyter Notebook

DaraVaram / Quant

Quantization notebooks (adapted from and for Mobile Apps w/ Machine Learning, By Dara Varam and Lujain Khalil)

transfer-learning quantization-aware-training

Updated May 9, 2024
Jupyter Notebook

notkisk / quantization-calibration-pathologies

A set of notebooks analyzing neural network quantization, comparing symmetric and asymmetric schemes, calibration methods, and PTQ vs. QAT

quantization quantization-aware-training post-training-quantization

Updated Jan 3, 2026
Jupyter Notebook

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