How to do reshaping using TF learn

This recipe helps you do reshaping using TF learn

Recipe Objective

This recipe explains how to do reshaping in TFLayer.

Reshape

Its syntax is: tflearn.layers.core.reshape (incoming, new_shape, name='Reshape')
where its arguments are incoming which is a Tensor or list of Tensor Incoming tensor, new_shape which is a list of int and, name which is a name for this layer (optional).
A layer that reshape the incoming layer tensor output to the desired shape.

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def Reshape(ic, ns, Name="Reshape"):

    with tf.ns(Name) as s:
       inf = ic
       if isinstance(inf, list):
          inf = tf.concat(0, inf)
          inf = tf.cast(inf, tf.float32)
       inf = tf.reshape(inf, s=ns)
    inf.s = s

    tf.add_to_collection(tf.GraphKeys.LAYER_TENSOR + '/' +Name, inf)

    return inf

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