facebookresearch / ppudaLinks
Code for Parameter Prediction for Unseen Deep Architectures (NeurIPS 2021)
☆492Updated 2 years ago
Alternatives and similar repositories for ppuda
Users that are interested in ppuda are comparing it to the libraries listed below
Sorting:
- Cockpit: A Practical Debugging Tool for Training Deep Neural Networks☆479Updated 3 years ago
- End-to-end training of sparse deep neural networks with little-to-no performance loss.☆324Updated 2 years ago
- ☆379Updated last year
- Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization☆342Updated last year
- Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)☆486Updated 4 years ago
- Code for Neural Architecture Search without Training (ICML 2021)☆472Updated 4 years ago
- This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"☆182Updated 4 years ago
- An attempt at the implementation of Glom, Geoffrey Hinton's new idea that integrates concepts from neural fields, top-down-bottom-up proc…☆193Updated 4 years ago
- ☆605Updated 2 months ago
- Code for "Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning"☆416Updated last year
- Understanding Training Dynamics of Deep ReLU Networks☆295Updated 2 weeks ago
- A library to inspect and extract intermediate layers of PyTorch models.☆473Updated 3 years ago
- EfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objax☆128Updated last year
- Official codebase for Pretrained Transformers as Universal Computation Engines.☆248Updated 3 years ago
- Official code for the Stochastic Polyak step-size optimizer☆139Updated last year
- Implementation of Estimating Training Data Influence by Tracing Gradient Descent (NeurIPS 2020)☆233Updated 3 years ago
- Gradient based Hyperparameter Tuning library in PyTorch☆290Updated 5 years ago
- Drop-in replacement for any ResNet with a significantly reduced memory footprint and better representation capabilities☆209Updated last year
- An alternative to convolution in neural networks☆256Updated last year
- ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning☆277Updated 2 years ago
- ☆133Updated 4 years ago
- Simple and efficient RevNet-Library for PyTorch with XLA and DeepSpeed support and parameter offload☆129Updated 3 years ago
- Unofficial JAX implementations of deep learning research papers☆156Updated 3 years ago
- 🛠️ Corrected Test Sets for ImageNet, MNIST, CIFAR, Caltech-256, QuickDraw, IMDB, Amazon Reviews, 20News, and AudioSet☆185Updated 2 years ago
- ☆469Updated 3 months ago
- Pytorch Lightning Distributed Accelerators using Ray☆214Updated last year
- Reduce end to end training time from days to hours (or hours to minutes), and energy requirements/costs by an order of magnitude using co…☆337Updated 2 years ago
- Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural N…☆304Updated 4 years ago
- Collection of the latest, greatest, deep learning optimizers (for Pytorch) - CNN, NLP suitable☆216Updated 4 years ago
- ☆312Updated 5 months ago