import tensorflow as tf

            inputs = tf.nn.relu(inputs, name="first_relu")
            #print("temp cnn output shape:", inputs.shape)
            inputs = tf.squeeze(inputs, axis=2)
            #print("squeeze shape", inputs.shape)
