Abstract: The demand for vehicular networks is prolifically emerging as it supports advancing in capabilities and qualities of vehicle services. However, this vehicular network cannot solely carry out ...

This library provides the capability to emulate MX-compatble formats and bfloat quantization in pytorch, enabling data science exploration for DNNs with different MX formats. The underlying ...

The Torch-MLIR project aims to provide first class compiler support from the PyTorch ecosystem to the MLIR ecosystem. This project is participating in the LLVM Incubator process: as such, it is not ...

Abstract: Coded computing has received significant attention thanks to its advantage in alleviating the straggler effect in distributed computation framework, which would be one of the key fundamental ...

Graduate School of Science and Technology, Keio University, 7-1 Shinkawasaki, Saiwai-ku, Kawasaki, Kanagawa 212-0032, Japan Quantum Computing Center, Keio University, 3-14-1 Hiyoshi, Kohoku-ku ...

One of the last pieces of the Copilot Runtime to arrive rolled out a few weeks ago, an Arm-native version of the PyTorch machine learning framework, as part of the PyTorch 2.7 release. With much ...

Although this idea requires rigorous experimentation to be proven, it might show that biological computation is much more powerful that even the greatest quantum computers. Kurian includes a ...

School of Artificial Intelligence and Data Science, Unversity of Science and Technology of China, Hefei 230026, P. R. China Suzhou Institute for Advanced Research, University of Science and Technology ...