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PyTorch Implementation Modulation Recognition Networks on the RadioML2016 Dataset

License: MIT License

Python 98.76% Shell 1.24%
pytorch signal-processing modulation-recognition artificial-intelligence

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pytorch-modulation-recognition's Issues

About the size of the input test data

Hi, Thanks a lot for your sharing! The code have trained and tested in my Server, and there still has a question as,
due to the input size of the vtcnn and mrresnet is fixed to adapt the training data, then if I want to test by using the signal data generated or collected by us, which the length is not the same as the trainning data, how should we do?
cut or sample it?
Thanks a lot~

Can't instantiate abstract class TopKAccuracy with abstract methods reset

In the debug of train.py. I met a problem, that is when I run

Metrics

top3 = TopKAccuracy(k=3)
top5 = TopKAccuracy(k=5)
metrics = ["acc", top3, top5]
it comes from
class TopKAccuracy(EpochMetric):
def init(self, k: int):
super(TopKAccuracy, self).init()
self.k = k
self.acc = None
self.name = "top_{}_accuracy".format(self.k)
self.register_buffer("_accuracy", None)
....
but it output TypeError: Can't instantiate abstract class TopKAccuracy with abstract methods reset

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