TorchStudio
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About
TorchStudio is an open-source software created by Robin Lobel, providing a graphic interface to the PyTorch framework to simplify and accelerate AI research. It allows users to browse and load thousands of datasets and models both offline and online, as well as build and train models locally and remotely. The tool offers visual capabilities to explore, analyze, and reformat datasets, visualize and debug models, and monitor and compare training processes. Its flexible design enables standalone use or integration within an IDE, with options to tweak any module like datasets, models, analyzers, loss functions, and metrics. Users can also export their work to reusable formats. TorchStudio is recognized by the NVIDIA Inception and AWS Activate programs, and has been featured at PyTorch Developer Days.
Platform
Task
Features
• export to reusable formats
• use alone or within your ide
• monitor and compare trainings
• visualize and debug models
• explore, analyze and reformat datasets
• build and train models locally and remotely
• browse and load datasets and models offline and online
• tweak any module: dataset, model, analyzer, loss, metric
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