Asynchronous Task and Memory Interface, or ATMI, is a runtime framework for efficient task management in heterogeneous CPU-GPU systems. It provides a consistent API to create and launch tasks from ...

Hidet is an open-source deep learning compiler, written in Python. It supports end-to-end compilation of DNN models from PyTorch and ONNX to efficient cuda kernels. A series of graph-level and ...

Abstract: The design of sparse synthesis has been paying much attention in recent years due to the control of system cost. Concurrently, phase quantization is increasingly being considered for system ...

Abstract: Conventional parallel programming using explicit multithreading over modern multicore processors imposes significant complexity in organizing and balancing work across threads. Task-based ...