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How to verify a CNN encoder works as expected?

Data Science Asked by TuTu on February 26, 2021

I am using CNN as a part of kernel warping. The purpose here is to reduce input dimension (from N*M to K *1). The input data is not image data. I suspected that the CNN network might not work as I expected. How can I verify my assumption? I am using pytorch, by the way.

Thank you in advance.

One Answer

In order to verify the encoder efficiency than it is better to design some down stream task like classification, similarity , etc. Based on that u can validate your encoder. U may refer this link for downstream Task.

Answered by Gaurav Koradiya on February 26, 2021

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