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nattari avatar nattari commented on July 21, 2024

For omniglot data, is there a initializer (initial weights) you use to start the training with? As I see in the code, it seems random initialization. Is it true?

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unixpickle avatar unixpickle commented on July 21, 2024

In response to your first question: shots is the number of examples per class during evaluation. However, we found that we got better performance on 1-shot and 5-shot classification if we trained the model using more examples per class (e.g. 15). Train shots is thus the number of examples per class used at training time.

Regarding your second question: we use TensorFlow's default random initialization.

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nattari avatar nattari commented on July 21, 2024

Thanks for the response.

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