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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def conv2d(x_input, w_matrix):
 """conv2d returns a 2d convolution layer with full stride."""

    return tf.nn.conv2d(x_input, w_matrix, strides=[1, 1, 1, 1], padding='SAME')