StreamTensor: A PyTorch-to-Accelerator Compiler that Streams LLM Intermediates Across FPGA Dataflows | Insights by Willow Ventures
StreamTensor: Revolutionizing LLM Inference on FPGAs In the fast-evolving landscape of machine learning, optimizing model inference is vital for enhanced performance and efficiency. StreamTensor offers an innovative approach by transforming PyTorch LLM graphs into dataflow accelerators on AMD’s Alveo U55C FPGA. What is StreamTensor? StreamTensor is a powerful compiler that translates PyTorch large language model […]
