Please i am stuck i keep getting this error IndexError: too many indices for array
i guess i am missing something in the shape of my arrays
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IndexError Traceback (most recent call last)
<ipython-input-94-7e580406a9e8> in <module>
6 "stride": 2}
7
----> 8 Z, cache_conv = conv_forward(A_prev, W, b, hparameters)
9 z_mean = np.mean(Z)
10 z_0_2_1 = Z[0, 2, 1]
<ipython-input-93-13456c5602e3> in conv_forward(A_prev, W, b, hparameters)
59 weights = W[:,:,:,c]
60 biases = b[:,:,:,c]
---> 61 Z[i, h, w, c] = conv_single_step(a_slice_prev, weights, biases)
62 # YOUR CODE STARTS HERE
63
IndexError: too many indices for array
these are some initialisations i did
# Initialize the output volume Z with zeros. (≈1 line)
Z = np.zeros(4)
# Create A_prev_pad by padding A_prev
A_prev_pad =zero_pad(A_prev, pad)
for i in range(m): # loop over the batch of training examples
a_prev_pad = A_prev_pad[i]
and in the last for loop these was how i endedn it
a_slice_prev = a_prev_pad[vert_start:vert_end, horiz_start:horiz_end,:]
# Convolve the (3D) slice with the correct filter W and bias b, to get back one output neuron. (≈3 line)
weights = W[:,:,:,c]
biases = b[:,:,:,c]
Z[i, h, w, c] = conv_single_step(a_slice_prev, weights, biases)