As a result, remote control technologies are being widely adopted across various sectors. Among the many components used in ...
Abstract: This paper describes a behavioral synthesis tool called AccelFPGA which reads in high-level descriptions of digital signal processing (DSP) applications written in MATLAB, and automatically ...
Compilers Explore PyTorch compilers to optimize and deploy models efficiently. Learn about APIs like torch.compile and torch.export that let you enhance model performance and streamline deployment ...
Abstract: This paper describes a behavioral synthesis tool called the MATCH compiler developed as part of the DARPA Adaptive Computing Systems program. The MATCH compiler reads in high-level ...
# JIT-compiling PyTorch code into optimized kernels, # while requiring minimal code changes. # ``torch.compile`` accomplishes this by tracing through # your Python code, looking for PyTorch operations ...