Federated learning (FL) has enabled distributed learning of a model across multiple clients in a privacy-preserving manner. One of the main challenges of FL is to accommodate clients with varying ...

Abstract: Deep learning applications have become ubiquitous in today’s era and it has led to vast development in machine learning (ML) accelerators. Systolic arrays have been a primary part of ML ...

[2024-11-12]: Support for sageattn_varlen is available now. For SageAttention V1 in Triton (slower than SageAttention V2/V2++/V3), refer to SageAttention-1 branch and install using pip: pip install ...

Abstract: Authentication plays an important role in verifying the integrity of messages and the identity of message senders in vehicular ad-hoc networks (VANET) applications. A significant challenge ...