GPU coding is evolving fast! Kernel Forge is an autonomous agent revolutionizing CUDA optimization by replacing manual engineering with intelligent loops.

It ingests raw PyTorch models directly, using Monte Carlo Tree Search to explore peak performance paths. By automating the refinement of complex kernels, this tech eliminates bottlenecks, delivering hardware-level speedups without the need for constant, tedious human oversight.

It ingests raw PyTorch models directly, using Monte Carlo Tree Search to explore peak performance paths. By automating the refinement of complex kernels, this tech eliminates bottlenecks, delivering hardware-level speedups without the need for constant, tedious human oversight.