Metadata-Version: 2.1
Name: sam-pytorch
Version: 0.0.1
Summary: NFNets, PyTorch
Home-page: https://github.com/tourdeml/sam
Author: Vaibhav Balloli
Author-email: tour.de.ml@protonmail.com
License: MIT
Description: # Sharpness Aware Minimization (SAM) in PyTorch
        
        This repository is the generic implementation of `sam.pytorch`([repository](https://github.com/moskomule/sam.pytorch)). All credits to [@moskomule](https://github.com/moskomule/).
        
        # Installation
        
        Latest release: `pip install sam-pytorch`
        Latest code: `pip install git+https://github.com/tourdeml/sam/`
        
        # Docs
        
        Visit [sam-pytorch.readthedocs.io](https://sam-pytorch.readthedocs.io)
        
        # Explanation
        See the blog post ([Tour de ML](https://tourdeml.github.io/blog))
        
        # Citation
        ```
        @ARTICLE{2020arXiv201001412F,
            author = {{Foret}, Pierre and {Kleiner}, Ariel and {Mobahi}, Hossein and {Neyshabur}, Behnam},
            title = "{Sharpness-Aware Minimization for Efficiently Improving Generalization}",
            year = 2020,
            eid = {arXiv:2010.01412},
            eprint = {2010.01412},
        }
        
        @software{sampytorch,
            author = {Ryuichiro Hataya},
            titile = {sam.pytorch},
            url    = {https://github.com/moskomule/sam.pytorch},
            year   = {2020}
        }
        
        @software{tourdemlsam,
            author = {Vaibhav Balloli},
            titile = "{SAM implementation in PyTorch}",
            url    = {https://github.com/tourdeml/sam},
            year   = {2021}
        }
        
        @misc{balloli2021sam:,
          author = {Balloli, Vaibhav},
          title = {Tour de ML: SAM: Sharpness-Aware Maximization},
          url = {https://tourdeml.github.io/blog/posts/2021-02-26-sam-sharpness-aware-maximization/},
          year = {2021}
        }
        ```
Keywords: optimizer,pytorch,sharpness aware minimization
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Description-Content-Type: text/markdown
