SOL - neural networks

The SOL project aims at accelerating neural network tasks. Working as middleware, it integrates with PyTorch, TensorFlow and MxNet, and supports NEC SX-Aurora Tsubasa as well as standard CPU and GPU architectures (x86, ARM64, NVIDIA).

The software, including offline documentation, is located in the /apps/nec/sol directory. SOL is provided as a Python Wheel package (no system module available) and needs to be installed locally (via pip) by each user:

pip3 install --user /apps/nec/sol/sol-0.1.8-py3-none-any.whl # installs SOL
pip3 install --user torch torchvision numpy # installs other (example) requirements

Consult the project website for use cases, papers, and presentations.

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