A Beginner's Guide to TorchStudio, The PyTorch IDE

TorchStudio is an open-source IDE built specifically for PyTorch and its ecosystem, aiming to make it easier to build and compare models. Unlike other tools like PyTorch Lightning that abstract away boilerplate code, TorchStudio takes a unique approach of wrapping up PyTorch in a simple-to-use GUI-based IDE. It focuses on tools that expedite the model development process, making several steps of the Machine Learning lifecycle more efficient. The article outlines an example workflow in TorchStudio to highlight its key features and provides an overview of pros and cons along with some feature suggestions for improvement.