EfficientDL / bookLinks
PDFs and Codelabs for the Efficient Deep Learning book.
☆203Updated 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 2 years ago
- ☆134Updated 2 years ago
- ☆72Updated 4 years ago
- Prune a model while finetuning or training.☆404Updated 3 years ago
- A curated list of awesome resources combining Transformers with Neural Architecture Search☆271Updated 2 years ago
- Awesome machine learning model compression research papers, quantization, tools, and learning material.☆541Updated last year
- MinT: Minimal Transformer Library and Tutorials☆259Updated 3 years ago
- TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.☆88Updated 4 years ago
- 📑 Dive into Big Model Training☆116Updated 3 years ago
- code for the ddp tutorial☆32Updated 3 years ago
- This repository contains an overview of important follow-up works based on the original Vision Transformer (ViT) by Google.☆187Updated 3 years ago
- All about the fundamental blocks of TF and JAX!☆276Updated 4 years ago
- Curated list of awesome material on optimization techniques to make artificial intelligence faster and more efficient 🚀☆119Updated 2 years ago
- Annotations of the interesting ML papers I read☆266Updated last month
- CUDA tutorials for Maths & ML tutorials with examples, covers multi-gpus, fused attention, winograd convolution, reinforcement learning.☆203Updated 5 months ago
- Slicing a PyTorch Tensor Into Parallel Shards☆301Updated 6 months ago
- Torch Distributed Experimental☆117Updated last year
- This is a repository for all workshop related materials.☆232Updated last year
- ML/DL Math and Method notes☆64Updated 2 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
- Implementation of a Transformer, but completely in Triton☆277Updated 3 years ago
- Material for The Mathematical Engineering of Deep Learning. See https://deeplearningmath.org☆462Updated last year
- Neural Architecture Search (NAS) papers with code☆159Updated 3 years 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
- Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.☆318Updated 4 months ago
- FasterAI: Prune and Distill your models with FastAI and PyTorch☆250Updated last month
- A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…☆161Updated 2 months ago
- A simple program to calculate and visualize the FLOPs and Parameters of Pytorch models, with handy CLI and easy-to-use Python API.☆131Updated last year
- A library for researching neural networks compression and acceleration methods.☆140Updated 3 months ago