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unixpickle avatar unixpickle commented on June 23, 2024

Could you show multiple lines of the output? Each line in the output corresponds to a single task evaluation, not an average, so there will be some zeros unless the model is perfect. Does every single line look like that?

By the way, a better way to see the results is to let the run finish, at which point a full evaluation is performed. With those arguments, this will be after 100K iterations. You can also use tensorboard to see smoothed learning curves during training.

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sccbhxc avatar sccbhxc commented on June 23, 2024

@unixpickle
I fails to upload the picture of tensorboard curves yesterday. The training accuracy curves I get is as follow.
2018-03-16_170534

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unixpickle avatar unixpickle commented on June 23, 2024

TensorBoard has a smoothing option, which should make the curves easier to read.

Some things to check:

  • Did you definitely download all of Omniglot? There should be ~30K images.
  • If you let the script run for the full 100K iterations, what accuracy does it output at the end?
  • What version of TensorFlow/Python are you using?

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