Help protect the Great Barrier Reef with TensorFlow on Kaggle Join Challenge

tf.debugging.assert_positive

Assert the condition x > 0 holds element-wise.

This Op checks that x[i] > 0 holds for every element of x. If x is empty, this is trivially satisfied.

If x is not positive everywhere, message, as well as the first summarize entries of x are printed, and InvalidArgumentError is raised.

x Numeric Tensor.
message A string to prefix to the default message.
summarize Print this many entries of each tensor.
name A name for this operation (optional). Defaults to "assert_positive".

Op raising InvalidArgumentError unless x is all positive. This can be used with tf.control_dependencies inside of tf.functions to block followup computation until the check has executed.

InvalidArgumentError if the check can be performed immediately and x[i] > 0 is False. The check can be performed immediately during eager execution or if x is statically known.

eager compatibility

returns None