tf.contrib.framework.remove_squeezable_dimensions 

tf.contrib.framework.remove_squeezable_dimensions(
    predictions,
    labels,
    name=None
)

Defined in tensorflow/contrib/framework/python/framework/tensor_util.py.

Squeeze last dim if ranks of predictions and labels differ by 1. (deprecated)

THIS FUNCTION IS DEPRECATED. It will be removed in a future version. Instructions for updating: Please switch to remove_squeezable_dimensions from tf.confusion_matrix. Note that the order of the inputs and outputs of labels and predictions have also been switched.

This will use static shape if available. Otherwise, it will add graph operations, which could result in a performance hit.

Args:

  • predictions: Predicted values, a Tensor of arbitrary dimensions.
  • labels: Label values, a Tensor whose dimensions match predictions.
  • name: Name of the op.

Returns:

Tuple of predictions and labels, possibly with last dim squeezed.