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Introduction to TVM Workflow This article explores how to deploy neural networks on new hardware using AI compilers, covering the entire process from algorithm design to actual execution. We'll use TVM (Tensor Virtual Machine) as our example, examining its workflow: Model Import: TVM can import models from TensorFlow, PyTorch, ONNX, and other ...

In the previous discussion, we introduced what operators are. Neural network models consist of a large number of operators, but how do these operators execute? And how does the algorithmic logic within an operator interact with the scheduling of specific hardware instruction code? Computation and Scheduling The Origin of Computation and Schedul ...