Posts tagged CUDA

Production ML inference is bottlenecked by memory bandwidth, not compute. Every PyTorch operation launches a separate GPU kernel, allocates intermediate tensors, and round-trips through global memory. CuteDSL fixes this by fusing multiple operations into single Triton/CUDA kernels – delivering up…