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Currently ONNX supports NCHW only. That means the model and node inputs must be in NCHW so the operators can work according to the specs. In order to support NHWC , additional option is needed in ONNX to indicate the data format, NCHW or NHWC. I opening this thread to ask if is could be possible that ONNX supports different data formats like 'NCHW' and 'NHWC' Will could imagine an additional optional attribute for Ops concerned by tensor data format. This would be really convenient to don't transpose than re transpose tensors when proceeding to Front-End -> ONNX -> Back-End.

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