torch.compile


FX (Functional Transformations) FX is a toolkit for developers to use to transform nn.Module instances. FX consists of three main components: a symbolic tracer, an intermediate representation , and Python code generation . torch._inductor The default compiler in torch.compile, builds loops schedules and codegens triton or C++ kernels. torch._dynamo PyTorch’s compiler frontend which can output subgraphs when programs aren’t traceable.
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