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Update NATS-Bench (tss version 0.99)

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D-X-Y
2020-09-05 10:40:29 +00:00
parent 8d64afd4a3
commit bd9288f45d
9 changed files with 379 additions and 56 deletions
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6
exps/NAS-Bench-201/statistics-v2.py
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@@ -77,17 +77,17 @@ def account_one_arch(arch_index: int, arch_str: Text, checkpoints: List[Text],
def correct_time_related_info(arch_index: int, arch_info_full: ArchResults, arch_info_less: ArchResults):
# calibrate the latency based on NAS-Bench-201-v1_0-e61699.pth
cifar010_latency = (api.get_latency(arch_index, 'cifar10-valid', False) + api.get_latency(arch_index, 'cifar10', False)) / 2
cifar010_latency = (api.get_latency(arch_index, 'cifar10-valid', hp='200') + api.get_latency(arch_index, 'cifar10', hp='200')) / 2
arch_info_full.reset_latency('cifar10-valid', None, cifar010_latency)
arch_info_full.reset_latency('cifar10', None, cifar010_latency)
arch_info_less.reset_latency('cifar10-valid', None, cifar010_latency)
arch_info_less.reset_latency('cifar10', None, cifar010_latency)
cifar100_latency = api.get_latency(arch_index, 'cifar100', False)
cifar100_latency = api.get_latency(arch_index, 'cifar100', hp='200')
arch_info_full.reset_latency('cifar100', None, cifar100_latency)
arch_info_less.reset_latency('cifar100', None, cifar100_latency)
image_latency = api.get_latency(arch_index, 'ImageNet16-120', False)
image_latency = api.get_latency(arch_index, 'ImageNet16-120', hp='200')
arch_info_full.reset_latency('ImageNet16-120', None, image_latency)
arch_info_less.reset_latency('ImageNet16-120', None, image_latency)