Nod.AI is an Artificial Intelligence and Machine Learning systems company that provides key enabling open source technologies for future A.I systems using advanced compiler based approaches (instead of legacy handwritten kernels). We created the SHARK Machine Learning Distribution that is built on LLVM, MLIR, OpenXLA’s IREE and nod.ai’s tuning. We leverage Machine Learning based methods (Reinforcement Learning in particular) for codegen and auto-scheduling of compute and communication over a heterogeneous set of resources (such as CPUs, GPUs, Accelerators etc).
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