EfficientDL / bookLinks
PDFs and Codelabs for the Efficient Deep Learning book.
☆202Updated 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☆82Updated 2 years ago
- ☆134Updated 2 years ago
- Prune a model while finetuning or training.☆405Updated 3 years ago
- Efficient Deep Learning Survey Paper☆33Updated 2 years ago
- Curated list of awesome material on optimization techniques to make artificial intelligence faster and more efficient 🚀☆119Updated 2 years ago
- A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop …☆192Updated 4 months ago
- A curated list of awesome resources combining Transformers with Neural Architecture Search☆268Updated 2 years ago
- FasterAI: Prune and Distill your models with FastAI and PyTorch☆249Updated 4 months ago
- A scalable & efficient active learning/data selection system for everyone.☆217Updated last year
- 📑 Dive into Big Model Training☆114Updated 2 years ago
- ☆73Updated 4 years ago
- MinT: Minimal Transformer Library and Tutorials☆258Updated 3 years ago
- TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.☆88Updated 4 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
- Torch Distributed Experimental☆117Updated last year
- https://slds-lmu.github.io/seminar_multimodal_dl/☆171Updated 2 years ago
- Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.☆317Updated 2 months ago
- Annotations of the interesting ML papers I read☆261Updated last week
- Awesome machine learning model compression research papers, quantization, tools, and learning material.☆538Updated last year
- An open-source AutoML Library based on PyTorch☆306Updated 2 weeks ago
- All about the fundamental blocks of TF and JAX!☆276Updated 3 years ago
- Material for The Mathematical Engineering of Deep Learning. See https://deeplearningmath.org☆460Updated last year
- Slicing a PyTorch Tensor Into Parallel Shards☆301Updated 4 months ago
- ☆34Updated 4 months ago
- a lightweight transformer library for PyTorch☆72Updated 3 years ago
- State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).☆85Updated 2 years ago
- A library for researching neural networks compression and acceleration methods.☆139Updated last month
- implement minimal pytorch from scratch☆21Updated 4 years ago
- A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…☆161Updated last month