Search Results for author: Vijayalakshmi Srinivasan

Found 3 papers, 1 papers with code

PACT: Parameterized Clipping Activation for Quantized Neural Networks

3 code implementations ICLR 2018 Jungwook Choi, Zhuo Wang, Swagath Venkataramani, Pierce I-Jen Chuang, Vijayalakshmi Srinivasan, Kailash Gopalakrishnan

We show, for the first time, that both weights and activations can be quantized to 4-bits of precision while still achieving accuracy comparable to full precision networks across a range of popular models and datasets.

Quantization

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