cs.AR · 2026-09-24 · No. 123

Hardware Architecture, 2026-09-24.

1 new papers in cs.AR. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    MicroQonv: Reshaping Convolution Tensors for Efficient Microscaling in Training and Inference

    Romain Facq, Sami Ben Ali, Olivier Sentieys

    cs.AR · cs.AI

    Microscaling quantization techniques are increasingly used to represent neural network parameters with 8 bits or fewer while preserving near-full precision accuracy. However, applying these methods efficiently in convolutional layers is not straightforward. A naive approach transfers full-precision weights and activations to processing units and quantizes each tensor twice, resulting in much more memory movement than expected. Additional...

    arxiv.org/abs/2609.28358 · PDF

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