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SmartSim: Online Analytics and Machine Learning for HPC Simulations
SmartSim is an open source library dedicated to enabling online analysis and Machine Learning (ML) for traditional High Performance Computing (HPC) simulations. SmartSim provides the ability for simulations written in C, C++, Fortran, and Python to call out to PyTorch, TorchScript, TensorFlow, and any model that supports the ONNX format (i.e. scikit-learn). In addition, the in-transit architecture of SmartSim enables simulation data streaming for online analysis, processing, and training. Indoi:10.5281/zenodo.4986181 fatcat:niu4n2jonjdufljji2ddrhvfjm