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[ONNX] Implement aten.stft #147052

@justinchuby

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@justinchuby

Otherwise it is decomp to unfold and fft, which is more memory consuming I think.

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    OSS contribution wantedPR from open source contributors welcome to solve this issue.module: onnxRelated to torch.onnxtriagedThis issue has been looked at a team member, and triaged and prioritized into an appropriate module

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