tmbdev-archive / webdataset-lightningLinks
A small demonstration of using WebDataset with ImageNet and PyTorch Lightning
☆75Updated last year
Alternatives and similar repositories for webdataset-lightning
Users that are interested in webdataset-lightning are comparing it to the libraries listed below
Sorting:
- Examples for the WebDataset PyTorch Dataset Library☆51Updated 4 years ago
- Fast and simple stream processing of files in tar files, useful for deep learning, big data, and many other applications.☆132Updated last year
- ☆25Updated 4 years ago
- An unopinionated replacement for PyTorch's Dataset and ImageFolder, that handles Tar archives☆77Updated 3 years ago
- ☆108Updated 4 years ago
- Configuration classes enabling Hydra to configure and manage Pytorch Lightning projects.☆43Updated 4 years ago
- A GPT, made only of MLPs, in Jax☆58Updated 4 years ago
- Simple and efficient RevNet-Library for PyTorch with XLA and DeepSpeed support and parameter offload☆131Updated 3 years ago
- An open source implementation of CLIP.☆33Updated 3 years ago
- Implementation of fused cosine similarity attention in the same style as Flash Attention☆216Updated 2 years ago
- EfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objax☆128Updated last year
- Implementation of Hourglass Transformer, in Pytorch, from Google and OpenAI☆96Updated 3 years ago
- TF/Keras code for DiffStride, a pooling layer with learnable strides.☆124Updated 3 years ago
- a lightweight transformer library for PyTorch☆72Updated 4 years ago
- ☆62Updated 5 years ago
- Implementation of "compositional attention" from MILA, a multi-head attention variant that is reframed as a two-step attention process wi…☆51Updated 3 years ago
- DiffQ performs differentiable quantization using pseudo quantization noise. It can automatically tune the number of bits used per weight …☆236Updated 2 years ago
- Implementation of LogAvgExp for Pytorch☆37Updated 7 months ago
- A collection of Models, Datasets, DataModules, Callbacks, Metrics, Losses and Loggers to better integrate pytorch-lightning with transfor…☆47Updated 2 years ago
- Memory Efficient Attention (O(sqrt(n)) for Jax and PyTorch☆183Updated 2 years ago
- Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch☆120Updated 4 years ago
- Implementation of Fast Transformer in Pytorch☆177Updated 4 years ago
- A python library that provides common I/O interface across different storage backends.☆147Updated last month
- [Prototype] Tools for the concurrent manipulation of variably sized Tensors.☆251Updated 3 years ago
- Minimal implementation of adaptive gradient clipping (https://arxiv.org/abs/2102.06171) in TensorFlow 2.☆85Updated 4 years ago
- GPT, but made only out of MLPs☆89Updated 4 years ago
- Make TFRecord Usable Again☆90Updated 2 years ago
- Implementation of some personal helper functions for Einops, my most favorite tensor manipulation library ❤️☆55Updated 2 years ago
- Drop-in replacement for any ResNet with a significantly reduced memory footprint and better representation capabilities☆208Updated last year
- Another attempt at a long-context / efficient transformer by me☆38Updated 3 years ago