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The reasults of test accuracy about nats-bench HOT 2 CLOSED

d-x-y avatar d-x-y commented on August 19, 2024
The reasults of test accuracy

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Comments (2)

D-X-Y avatar D-X-Y commented on August 19, 2024

cifar10-valid and cifar10 are a bit tricky.
If you try:

info = api.get_more_info(
            1,
            dataset = "cifar10",  # not cifar10-valid
            hp="200" if search_space == "tss" else "90",
            # hp='12',
            is_random=False
        )
print(info)

Then the test accuracy is the same as what you got from api.query_info_str_by_arch.

Basically, when you indicate cifar10-valid, we aim to get the validation accuracy on CIFAR-10, for which the training set is 50% subset of the original CIFAR-10 training set. When you indicate cifar10, we are using the full original CIFAR-10 training set for training.

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tjdeng avatar tjdeng commented on August 19, 2024

I got it. Thank you for your reply.

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