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This is a list of operators I think we should exclude. If you differ from this list, please unmark and state why. Alternatively, do add more too:
tf.shape
tf.rank
tf.one_hot
Should operators like tf.expand_dims and tf.reshape be excluded? Their outputs are not a dimension, but tensors, so it would be sane to inject faults into them. But does injecting faults into these operators make sense?
Injecting operators like
Shape
should be excluded. Accuracy reported might be wrong in these cases, as number of elements changes.Also, curate a list of operators which just get values from the tf object, and/or not involved in computation and exclude them for fault injection.
Choosing "ALL" in the Ops configuration file will then work better.
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