test_model = theano.function(
inputs = [index],
outputs = layer3.y_pred,
givens={
x: test_set_x[index * batch_size: (index + 1) * batch_size],
y: test_set_y[index * batch_size: (index + 1) * batch_size]
        }
)

theano.compile.function_module.UnusedInputError: theano.function was asked 
to create a function computing outputs given certain inputs, but the 
provided input variable at index 1 is not part of the computational graph 
needed to compute the outputs: <CudaNdarrayType(float32, vector)>.
To make this error into a warning, you can pass the parameter 
on_unused_input='warn' to theano.function. To disable it completely, use 
on_unused_input='ignore'.

...

layer3 is a LogisticRegression class
error in line "outputs = layer3.y_pred"
help me!

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