Metadata-Version: 2.1
Name: airbench
Version: 0.1.1
Summary: Utilities and baselines for fast neural network training on CIFAR-10
Home-page: https://github.com/KellerJordan/cifar10-airbench
Author: Keller Jordan
Author-email: kjordan4077@gmail.com
License: UNKNOWN
Description: # CIFAR-10 Airbench 💨
        
        This repo contains utilities and baselines for fast neural network training on CIFAR-10.
        
        | Script | Mean accuracy | Time | PFLOPs |
        | - | - | - | - |
        | `airbench94_compiled.py` | 94.01% | 3.29s | 0.36 |
        | `airbench94.py` | 94.01% | 3.83s | 0.36 |
        | `airbench95.py` | 95.01% | 10.4s | 1.4 |
        | `airbench96.py` | 96.05% | 46.3s | 7.5 |
        
        ## How to run
        
        ```
        git clone https://github.com/KellerJordan/cifar10-airbench.git && cd airbench && python airbench94.py
        ```
        
        or
        
        ```
        pip install airbench && python -c "import airbench; airbench.train94()"
        ```
        
        
Platform: UNKNOWN
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Developers
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Image Recognition
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Description-Content-Type: text/markdown
