Thank you for your reply kind sir.
I applied your changes and the error message disappeared. I also think I was setting my parameteres in correctly, as I had mixed my sequence length and input size!
my parameters are now:
num classes = 2 (i have binary labels 0 and 1)
input size = 1
sequence length = 13 (as i have 13 features per item)
and batch size = 1
I am now experiencing an issue with training the model. It appears to not train beyond 50% no matter how many epochs, what learning rate or what optimizer i try. I tried to over fit the model on a small sample (15) but still this does not work.
Do you know what could possibly be causing this issue?
Thank you so much for your time.