The approach to building TorchInductor is a breadth-first one. C++ is also an interesting target in that it is a highly portable language and could enable export to more exotic edge devices and hardware architectures. OpenMP provides a work sharing parallel execution model, and enables support for CPUs. C++/OpenMP is a widely adopted specification for writing parallel kernels.Triton supports NVIDIA GPUs, and is quickly growing in popularity as a replacement for hand written CUDA kernels. It is developed by Philippe Tillet at OpenAI, and is seeing enormous adoption and traction across the industry.
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