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sophie091524 / Noise-Reduction-in-ECG-Signals

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OOM loss/mse #2

Open mqtjean opened 2 years ago

mqtjean commented 2 years ago

Hi sophie091524, hi everyone,

I was trying to use your DAE algorithm. During the training phase I got an Out Of Memory error despite setting batch_num = 1.

The error seems to come from the loss function (precisely the loss.mse function), trying to allocate 21 Gb of data.

I created my own training set with thirty 1024 sampled ECG paired with their noisy versions.

Is there a reasonable explanation to this enormous need of memory ?

1457209720 commented 10 months ago

您好，请问您的问题解决了吗

mqtjean commented 10 months ago

Hi thank you for your answer, There were probably a memory leak - I couldn't solve the problem but I found another way to denoise my ECG signal that was sufficient enough for what I needed.

1457209720 commented 10 months ago

您好，您是如何建立数据集的，论文里相关描述并不清楚，您可以解答一下吗？

mqtjean commented 10 months ago

Hi, I didn't train this neural network