Web Reference: This method is the reverse of get_config, capable of instantiating the same layer from the config dictionary. It does not handle layer connectivity (handled by Network), nor weights (handled by set_weights). Flattens the input. Does not affect the batch size. Note: If inputs are shaped (batch,) without a feature axis, then flattening adds an extra channel dimension and output shape is (batch, 1). Arguments data_format: A string, one of "channels_last" (default) or "channels_first". Flattening a tensor means to remove all of the dimensions except for one. A Flatten layer in Keras reshapes the tensor to have a shape that is equal to the number of elements contained in the tensor.
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