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" (by varungohil)
distiller
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller (by IntelLabs)
| Generalizing-Lottery-Tickets | distiller | |
|---|---|---|
| 1 | 1 | |
| 50 | 4,096 | |
| - | - | |
| 0.0 | 10.0 | |
| almost 2 years ago | over 1 year ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | Apache License 2.0 |
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.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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.
Generalizing-Lottery-Tickets
Posts with mentions or reviews of Generalizing-Lottery-Tickets.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-03-29.
-
Avoid vver fitting in iterative pruning [D]
Code for https://arxiv.org/abs/1906.02773 found: https://github.com/varungohil/Generalizing-Lottery-Tickets
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.
-
Avoid vver fitting in iterative pruning [D]
Code for https://arxiv.org/abs/1510.00149 found: https://github.com/NervanaSystems/distiller
What are some alternatives?
When comparing Generalizing-Lottery-Tickets and distiller you can also consider the following projects:
Lottery-Ticket-Hypothesis-for-DNNs - This repo aims to provide an easy-to-use interface for searching the lottery ticket of a DNN structure.
aimet - AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
GRAN - Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019
deepsparse - Sparsity-aware deep learning inference runtime for CPUs
deconstructing-lottery-tickets
dl-colab-notebooks - Try out deep learning models online on Google Colab
Generalizing-Lottery-Tickets vs Lottery-Ticket-Hypothesis-for-DNNs
distiller vs aimet
Generalizing-Lottery-Tickets vs GRAN
distiller vs deepsparse
Generalizing-Lottery-Tickets vs deconstructing-lottery-tickets
distiller vs Lottery-Ticket-Hypothesis-for-DNNs
distiller vs dl-colab-notebooks
distiller vs deconstructing-lottery-tickets