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Vijay Janapa Reddi

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Build PyTorch to Understand PyTorchPyTorch Conference Europe 20262026-04-07
TinyTorch is a 20-module curriculum that has learners implement a PyTorch-like framework in pure Python tensor + autograd with unit tests that export working…
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Architecture 2.0: Toward Open Source Foundation Models and Datasets for Hardware DesignLatch-Up 20242024-04-19
Argues for “Architecture 2.0”: build open, hardware-specific foundation models trained on open-source datasets (RTL, netlists, layouts, metrics) to cut cost…
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TinyML: Machine Learning’s Future is Tiny and BrightESWEEK 20212021-10-08
Argues TinyML runs on-device at under 1 mW and on kilobytes of RAM, not megabytes, enabling always‑on sensor analytics; demonstrates a 2 KB runtime kernel and…
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