microsoft / archaiLinks
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
☆481Updated 11 months ago
Alternatives and similar repositories for archai
Users that are interested in archai are comparing it to the libraries listed below
Sorting:
- Code for Neural Architecture Search without Training (ICML 2021)☆471Updated 4 years ago
- End-to-end training of sparse deep neural networks with little-to-no performance loss.☆324Updated 2 years ago
- Code for Parameter Prediction for Unseen Deep Architectures (NeurIPS 2021)☆492Updated 2 years ago
- Naszilla is a Python library for neural architecture search (NAS)☆313Updated 2 years ago
- An Open-Source Library for Training Binarized Neural Networks☆717Updated last year
- Gradient based Hyperparameter Tuning library in PyTorch☆290Updated 5 years ago
- PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.☆431Updated 2 years ago
- NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several …☆565Updated 11 months ago
- A repository in preparation for open-sourcing lottery ticket hypothesis code.☆632Updated 3 years ago
- Sparse learning library and sparse momentum resources.☆382Updated 3 years ago
- Fast Block Sparse Matrices for Pytorch☆547Updated 4 years ago
- [ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks☆139Updated 4 years ago
- Library for 8-bit optimizers and quantization routines.☆779Updated 3 years ago
- Providing reproducibility in deep learning frameworks☆428Updated last year
- NASBench: A Neural Architecture Search Dataset and Benchmark☆704Updated 2 years ago
- 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…☆343Updated 2 years ago
- MLCube® is a project that reduces friction for machine learning by ensuring that models are easily portable and reproducible.☆157Updated last year
- Pytorch Lightning Distributed Accelerators using Ray☆215Updated last year
- Prune a model while finetuning or training.☆405Updated 3 years ago
- PyTorch elastic training☆730Updated 3 years ago
- ☆772Updated last year
- A research library for pytorch-based neural network pruning, compression, and more.☆163Updated 2 years ago
- Drift Detection for your PyTorch Models☆322Updated 3 years ago
- A GPU performance profiling tool for PyTorch models☆507Updated 4 years ago
- ☆143Updated 2 years ago
- The release codes of LA-MCTS with its application to Neural Architecture Search.☆479Updated 2 years ago
- ☆227Updated last year
- A library for distributed ML training with PyTorch☆367Updated 2 years ago
- [ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing☆335Updated last year
- Cockpit: A Practical Debugging Tool for Training Deep Neural Networks☆482Updated 3 years ago