quentinf00 / article-memory-logLinks
Implémentation of the article **Deep Learning CUDA Memory Usage and Pytorch optimization tricks**
☆43Updated 5 years ago
Alternatives and similar repositories for article-memory-log
Users that are interested in article-memory-log are comparing it to the libraries listed below
Sorting:
- Context Manager to profile the forward and backward times of PyTorch's nn.Module☆83Updated 2 years ago
- PyTorch implementation of L2L execution algorithm☆109Updated 2 years ago
- ☆144Updated 2 years ago
- Pytorch library for factorized L0-based pruning.☆45Updated 2 years ago
- Block-sparse primitives for PyTorch☆160Updated 4 years ago
- ☆54Updated 5 years ago
- End-to-end training of sparse deep neural networks with little-to-no performance loss.☆331Updated 2 years ago
- [ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks☆140Updated 5 years ago
- [ICML 2020] code for "PowerNorm: Rethinking Batch Normalization in Transformers" https://arxiv.org/abs/2003.07845☆120Updated 4 years ago
- Structured matrices for compressing neural networks☆67Updated 2 years ago
- [JMLR'20] NeurIPS 2019 MicroNet Challenge Efficient Language Modeling, Champion☆41Updated 4 years ago
- Efficient Deep Learning Survey Paper☆34Updated 2 years ago
- PyTorch implementation of HashedNets☆37Updated 2 years ago
- ☆221Updated 2 years ago
- A research library for pytorch-based neural network pruning, compression, and more.☆163Updated 3 years ago
- A case study of efficient training of large language models using commodity hardware.☆68Updated 3 years ago
- Official code for "Distributed Deep Learning in Open Collaborations" (NeurIPS 2021)☆117Updated 3 years ago
- Torch Distributed Experimental☆117Updated last year
- [NeurIPS 2022] DataMUX: Data Multiplexing for Neural Networks☆60Updated 3 years ago
- A collection of code snippets for my PyTorch Lightning projects☆107Updated 4 years ago
- Train ImageNet in 18 minutes on AWS☆134Updated last year
- Easy-to-use AdaHessian optimizer (PyTorch)☆79Updated 5 years ago
- Butterfly matrix multiplication in PyTorch☆177Updated 2 years ago
- ☆69Updated 5 years ago
- HetSeq: Distributed GPU Training on Heterogeneous Infrastructure☆106Updated 2 years ago
- A collection of metrics to profile a single deep learning model or compare two different deep learning models☆27Updated 2 years ago
- This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"☆184Updated 4 years ago
- 🧀 Pytorch code for the Fromage optimiser.☆129Updated last year
- Simply Numpy implementation of the FAVOR+ attention mechanism, https://teddykoker.com/2020/11/performers/☆38Updated 4 years ago
- This repository contains example code to build models on TPUs☆30Updated 2 years ago