Lyken17 / Efficient-PyTorchLinks
My best practice of training large dataset using PyTorch.
☆1,104Updated last year
Alternatives and similar repositories for Efficient-PyTorch
Users that are interested in Efficient-PyTorch are comparing it to the libraries listed below
Sorting:
- PyTorch DataLoaders implemented with DALI for accelerating image preprocessing☆884Updated 5 years ago
- Gradually-Warmup Learning Rate Scheduler for PyTorch☆992Updated last year
- Model analyzer in PyTorch☆1,502Updated 2 years ago
- Deep Learning Experiment Management☆642Updated last month
- Sublinear memory optimization for deep learning. https://arxiv.org/abs/1604.06174☆604Updated 6 years ago
- pytorch memory track code☆1,016Updated 4 years ago
- Debug PyTorch code using PySnooper☆800Updated 4 years ago
- Some tricks of pytorch...☆1,194Updated last year
- Synchronized Batch Normalization implementation in PyTorch.☆1,503Updated 4 years ago
- Codebase for Image Classification Research, written in PyTorch.☆2,169Updated last year
- Standalone TFRecord reader/writer with PyTorch data loaders☆900Updated 8 months ago
- A quickstart and benchmark for pytorch distributed training.☆1,666Updated last year
- 🛠 Toolbox to extend PyTorch functionalities☆421Updated last year
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,336Updated 5 years ago
- A New Optimization Technique for Deep Neural Networks☆540Updated 4 years ago
- mixup: Beyond Empirical Risk Minimization☆1,199Updated 4 years ago
- Code snippets created for the PyTorch discussion board☆571Updated 4 years ago
- YACS -- Yet Another Configuration System☆1,331Updated 3 years ago
- Flops counter for neural networks in pytorch framework☆2,967Updated 5 months ago
- Official Implementation of 'Fast AutoAugment' in PyTorch.☆1,614Updated 4 years ago
- PyTorch implementation of Contrastive Learning methods☆1,996Updated 2 years ago
- pip install antialiased-cnns to improve stability and accuracy☆1,680Updated last year
- torchsummaryX: Improved visualization tool of torchsummary☆302Updated 3 years ago
- A CV toolkit for my papers.☆2,049Updated last year
- experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN a…☆743Updated 6 years ago
- Source code for "On the Relationship between Self-Attention and Convolutional Layers"☆1,116Updated 3 years ago
- Collection of common code that's shared among different research projects in FAIR computer vision team.☆2,222Updated 3 weeks ago
- lookahead optimizer (Lookahead Optimizer: k steps forward, 1 step back) for pytorch☆338Updated 6 years ago
- some tircks for PyTorch☆575Updated 6 years ago
- MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.☆701Updated 4 years ago