distiller VS aimet

Compare distiller vs aimet and see what are their differences.

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller (by IntelLabs)
Pytorch pruning quantization pruning-structures jupyter-notebook network-compression deep-neural-networks regularization group-lasso distillation early-exit truncated-svd Onnx automl-for-compression

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aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models. (by quic)
quantization Deep Learning Compression open-source Machine Learning pruning auto-ml network-compression deep-neural-networks network-quantization Opensource
Source Code
quic.github.io
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distiller aimet
1 2
4,096 1,932
- 3.7%
10.0 9.6
over 1 year ago 5 days ago
Jupyter Notebook Python
Apache License 2.0 GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

distiller

Posts with mentions or reviews of distiller. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-03-29.

aimet

Posts with mentions or reviews of aimet. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-07-14.

What are some alternatives?

When comparing distiller and aimet you can also consider the following projects:

deepsparse - Sparsity-aware deep learning inference runtime for CPUs

tkDNN - Deep neural network library and toolkit to do high performace inference on NVIDIA jetson platforms

Lottery-Ticket-Hypothesis-for-DNNs - This repo aims to provide an easy-to-use interface for searching the lottery ticket of a DNN structure.

ludwig - Low-code framework for building custom LLMs, neural networks, and other AI models

dl-colab-notebooks - Try out deep learning models online on Google Colab

open-lpr - Open Source and Free License Plate Recognition Software

Generalizing-Lottery-Tickets - This repository contains code to replicate the experiments given in NeurIPS 2019 paper "One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers"

model-optimization - A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

deconstructing-lottery-tickets

qkeras - QKeras: a quantization deep learning library for Tensorflow Keras

TensorRT - NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

nebuly - The user analytics platform for LLMs

distiller vs deepsparse aimet vs tkDNN distiller vs Lottery-Ticket-Hypothesis-for-DNNs aimet vs ludwig distiller vs dl-colab-notebooks aimet vs open-lpr distiller vs Generalizing-Lottery-Tickets aimet vs model-optimization distiller vs deconstructing-lottery-tickets aimet vs qkeras aimet vs TensorRT aimet vs nebuly