good morning everyone! I need to create a simple regression net with a conv1d processing block, but i keep getting this error in model testing. the input is a column vector and the error keeps displaying no matter which parameter I change in the regression block, could you please help me?
Could you share your project ID please?
sure, sorry. the project ID is 115477
I can see that you set the frequency to be 1Hz in your impulse design. However, some of your data samples have been sampled at less than 1Hz.
You can try to enable the zero-padding on your impulse design. It should work but the accuracy might be impacted.
This will add zeros to missing values.
could it help lowering the frequency?
@louis I’ve lowered the frequency to 0,75 and enabled the zero-pad but it keeps giving the same error even though the features have decreased. what could cause such an inequality between the real input length and the expected input length?
I can see that when you changed you frequency, you increased your window size. However, your samples in your test set are not long enough.
This could explain the error