KTransformers, pronounced as Quick Transformers, is designed to enhance your 🤗 Transformers experience with advanced kernel optimizations and placement/parallelism strategies. KTransformers is a ...

Abstract: The high concurrency and high throughput characteristics of graphics processing units (GPUs) have made researchers continue to use it to optimize distributed parallel computing architectures ...

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Abstract: Recently, dynamic concurrency bug predictions have kept making notable progress in improving concurrency coverage while ensuring soundness. Most of them rely solely on dynamic information in ...