EfficientDL / bookLinks
PDFs and Codelabs for the Efficient Deep Learning book.
☆201Updated 2 years ago
Alternatives and similar repositories for book
Users that are interested in book are comparing it to the libraries listed below
Sorting:
- Outlining techniques for improving the training performance of your PyTorch model without compromising its accuracy☆129Updated 2 years ago
- Context Manager to profile the forward and backward times of PyTorch's nn.Module☆83Updated last year
- ☆134Updated last year
- Annotations of the interesting ML papers I read☆251Updated last month
- https://slds-lmu.github.io/seminar_multimodal_dl/☆171Updated 2 years ago
- TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.☆88Updated 3 years ago
- Prune a model while finetuning or training.☆403Updated 3 years ago
- This repository contains an overview of important follow-up works based on the original Vision Transformer (ViT) by Google.☆181Updated 3 years ago
- MinT: Minimal Transformer Library and Tutorials☆257Updated 3 years ago
- Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.☆319Updated last month
- code for the ddp tutorial☆32Updated 3 years ago
- ☆73Updated 3 years ago
- Material for The Mathematical Engineering of Deep Learning. See https://deeplearningmath.org☆455Updated last year
- implementing various transformer models for various tasks☆66Updated 3 years ago
- 📑 Dive into Big Model Training☆114Updated 2 years ago
- All about the fundamental blocks of TF and JAX!☆276Updated 3 years ago
- This code repository contains the code used for my "Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch" blog po…☆92Updated 2 years ago
- Curated list of awesome material on optimization techniques to make artificial intelligence faster and more efficient 🚀☆119Updated last year
- Awesome machine learning model compression research papers, quantization, tools, and learning material.☆535Updated 11 months ago
- Slicing a PyTorch Tensor Into Parallel Shards☆300Updated 3 months ago
- Deep Learning book the covers the principles of deep learning, motivation, explanations, state of the art papers for the various tasks an…☆106Updated 3 years ago
- Efficient Deep Learning Survey Paper☆33Updated 2 years ago
- Documentation for Ross Wightman's timm image model library☆312Updated last year
- A scalable & efficient active learning/data selection system for everyone.☆217Updated last year
- ML/DL Math and Method notes☆63Updated last year
- Torch Distributed Experimental☆117Updated last year
- A curated list of awesome resources combining Transformers with Neural Architecture Search☆269Updated 2 years ago
- This is a repository for all workshop related materials.☆230Updated last year
- Implementation of a Transformer, but completely in Triton☆274Updated 3 years ago
- A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop …☆190Updated 3 months ago