Installing SparseZoo
SparseZoo is Neural Magic's repository of pre-sparsified deep learning models across various domains, such as computer vision and NLP. The easiest way to access and use these models is through:
- SparseML: For model optimization, integration into your training pipelines
- DeepSparse: For high-performance deployment of sparsified models
Prerequisites
Hardware Requirements
- CPU: Intel, AMD, or ARM
Software Requirements
- OS: Linux (e.g., Ubuntu, CentOS, Red Hat); MacOS (limited support)
- Python: 3.8 - 3.11
Installation
PyPI
For the most common use case, install the current release version of SparseZoo using PyPi:
pip install sparsezoo
GitHub (Advanced)
For development purposes or advanced use cases, install directly from the GitHub repository:
pip install git+https://github.com/neuralmagic/[email protected]
Or from a locally cloned repository:
git clone https://github.com/neuralmagic/sparsezoo.git
cd sparsezoo
git checkout tags/v1.7.0
pip install -e .[dev]