Tenstorrent Dev

Key Insight

Programming accelerators designed by Tenstorrent introduces a pipeline-based computation model that maps deep learning graphs directly onto a grid of RISC-V cores. By utilizing their open-source software development kit, developers can write low-level kernels that stream data through the network-on-chip rather than relying on heavy warp scheduling and complex memory caching. This architectural alternative offers high efficiency for transformer workloads and provides a hands-on look at non-von Neumann computer designs.