AIST Toolkit for Accelerating Machine Learning Research
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AIST Toolkit for Accelerating Machine Learning Research
- Research-Oriented: designed to accelerate your research cycles written in Python
- HPC Optimized: intended to use in HPC clusters, including AI Bridging Cloud Infrastructure (ABCI)
- Highly Modular: designed to let you pick up any part of aiaccel for your research project
Key Features
- PyTorch/Lightning Toolkit: training toolkit for HPC clusters.
- Hyperparameter Optimization (HPO): ready-to-use HPO algorithms/tools.
- OmegaConf Utilities: OmegaConf-based config utilities.
Installation
pip install aiaccel
Acknowledgement
- Part of this software was developed in a project commissioned by the New Energy and Industrial Technology Development Organization (NEDO).
- Part of this software was developed by using ABCI 3.0 provided by AIST and AIST Solutions.
- Part of this software was developed by using the TSUBAME4.0 supercomputer at Institute of Science Tokyo.
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