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Simplify API, clarify documentation, reduce repetition #2

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Simplify API: Hide the construction of fetch_function from the user
Clarify documentation, and make metadata in example a dict for clarity
Switch quantized_fuzzer example from raw to all logit, it seems faster
Reformat nan_fuzzer to use new Fuzzer API

Simplify API: Hide the construction of fetch_function from the user
Clarify documentation, and make metadata in example a dict for clarity
Switch quantized_fuzzer example from raw to all logit, it seems faster
Reformat nan_fuzzer to use new Fuzzer API
@@ -49,6 +47,10 @@
FLAGS = tf.flags.FLAGS


if FLAGS.checkpoint_dir is None:

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Something weird happens to me when this line runs.
I get an error from absl telling me that alsologtostderr is not a recognized FLAG.
It seems totally unrelated but when I comment out this check everything works fine?
Would you just remove this check for now?

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