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.