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From PyTorch to the Torq™ NPU: Converting AI Models for Efficient Deployment

· 12 min read
Ye Htet
Ye Htet
Embedded AI @ Synaptics

This is a companion piece to the real-time speech recognition blog, which walked through exporting Moonshine V2 specifically. Here I want to zoom out and describe the general recipe that torq-tools uses to take any PyTorch model down to a .vmfb binary that runs on the Torq T1 NPU. If you have your own model you'd like to bring to the board, this is the shape the work will take.