Secure your code as it's written. Use Snyk Code to scan source code in minutes - no build needed - and fix issues immediately.
def path():
path = untar_data(URLs.MNIST_TINY)
return path
URLs.COCO_SAMPLE:(3245877008, '006cd55d633d94b36ecaf661467830ec'),
URLs.COCO_TINY:(801038, '367467451ac4fba79a647753c2c66d3a'),
URLs.CUB_200_2011:(1150585339, 'd2acaa99439dff0483c7bbac1bfe2a92'),
URLs.DBPEDIA:(68341743, '239c7837b9e79db34486f3de6a00e38e'),
URLs.DOGS:(839285364, '3e483c8d6ef2175e9d395a6027eb92b7'),
URLs.FLOWERS:(345236087, '5666e01c1311b4c67fcf20d2b3850a88'),
URLs.FOOD:(5686607260, '1a540ebf1fb40b2bf3f2294234ba7907'),
URLs.HUMAN_NUMBERS:(30252, '8a19c3bfa2bcb08cd787e741261f3ea2'),
URLs.IMDB:(144440600, '90f9b1c4ff43a90d67553c9240dc0249'),
URLs.IMDB_SAMPLE:(571827, '0842e61a9867caa2e6fbdb14fa703d61'),
URLs.LSUN_BEDROOMS:(4579163978, '35d84f38f8a15fe47e66e460c8800d68'),
URLs.ML_SAMPLE:(51790, '10961384dfe7c5181460390a460c1f77'),
URLs.MNIST:(15683414, '03639f83c4e3d19e0a3a53a8a997c487'),
URLs.MNIST_SAMPLE:(3214948, '2dbc7ec6f9259b583af0072c55816a88'),
URLs.MNIST_TINY:(342207, '56143e8f24db90d925d82a5a74141875'),
URLs.MNIST_VAR_SIZE_TINY:(565372, 'b71a930f4eb744a4a143a6c7ff7ed67f'),
URLs.MT_ENG_FRA:(2598183296, '69573f58e2c850b90f2f954077041d8c'),
URLs.OPENAI_TRANSFORMER:(432848315, '024b0d2203ebb0cd1fc64b27cf8af18e'),
URLs.PASCAL_2007:(1636130334, 'a70574e9bc592bd3b253f5bf46ce12e3'),
URLs.PASCAL_2012:(2611715776, '2ae7897038383836f86ce58f66b09e31'),
URLs.PETS:(811706944, 'e4db5c768afd933bb91f5f594d7417a4'),
URLs.PLANET_SAMPLE:(15523994, '8bfb174b3162f07fbde09b54555bdb00'),
URLs.PLANET_TINY:(997569, '490873c5683454d4b2611fb1f00a68a9'),
URLs.SOGOU_NEWS:(384269937, '950f1366d33be52f5b944f8a8b680902'),
URLs.WIKITEXT:(190200704, '2dd8cf8693b3d27e9c8f0a7df054b2c7'),
URLs.WIKITEXT_TINY:(4070055, '2a82d47a7b85c8b6a8e068dc4c1d37e7'),
URLs.WT103_FWD:(105067061, '7d1114cd9684bf9d1ca3c9f6a54da6f9'),
URLs.WT103_BWD:(105205312, '20b06f5830fd5a891d21044c28d3097f'),
URLs.YAHOO_ANSWERS:(319476345, '0632a0d236ef3a529c0fa4429b339f68'),
URLs.YELP_REVIEWS_POLARITY:(166373201, '48c8451c1ad30472334d856b5d294807'),
URLs.YELP_REVIEWS:(196146755, '1efd84215ea3e30d90e4c33764b889db'),
}
URLs.DOGS:(839285364, '3e483c8d6ef2175e9d395a6027eb92b7'),
URLs.FLOWERS:(345236087, '5666e01c1311b4c67fcf20d2b3850a88'),
URLs.FOOD:(5686607260, '1a540ebf1fb40b2bf3f2294234ba7907'),
URLs.HUMAN_NUMBERS:(30252, '8a19c3bfa2bcb08cd787e741261f3ea2'),
URLs.IMDB:(144440600, '90f9b1c4ff43a90d67553c9240dc0249'),
URLs.IMDB_SAMPLE:(571827, '0842e61a9867caa2e6fbdb14fa703d61'),
URLs.LSUN_BEDROOMS:(4579163978, '35d84f38f8a15fe47e66e460c8800d68'),
URLs.ML_SAMPLE:(51790, '10961384dfe7c5181460390a460c1f77'),
URLs.MNIST:(15683414, '03639f83c4e3d19e0a3a53a8a997c487'),
URLs.MNIST_SAMPLE:(3214948, '2dbc7ec6f9259b583af0072c55816a88'),
URLs.MNIST_TINY:(342207, '56143e8f24db90d925d82a5a74141875'),
URLs.MNIST_VAR_SIZE_TINY:(565372, 'b71a930f4eb744a4a143a6c7ff7ed67f'),
URLs.MT_ENG_FRA:(2598183296, '69573f58e2c850b90f2f954077041d8c'),
URLs.OPENAI_TRANSFORMER:(432848315, '024b0d2203ebb0cd1fc64b27cf8af18e'),
URLs.PASCAL_2007:(1636130334, 'a70574e9bc592bd3b253f5bf46ce12e3'),
URLs.PASCAL_2012:(2611715776, '2ae7897038383836f86ce58f66b09e31'),
URLs.PETS:(811706944, 'e4db5c768afd933bb91f5f594d7417a4'),
URLs.PLANET_SAMPLE:(15523994, '8bfb174b3162f07fbde09b54555bdb00'),
URLs.PLANET_TINY:(997569, '490873c5683454d4b2611fb1f00a68a9'),
URLs.SOGOU_NEWS:(384269937, '950f1366d33be52f5b944f8a8b680902'),
URLs.WIKITEXT:(190200704, '2dd8cf8693b3d27e9c8f0a7df054b2c7'),
URLs.WIKITEXT_TINY:(4070055, '2a82d47a7b85c8b6a8e068dc4c1d37e7'),
URLs.WT103_FWD:(105067061, '7d1114cd9684bf9d1ca3c9f6a54da6f9'),
URLs.WT103_BWD:(105205312, '20b06f5830fd5a891d21044c28d3097f'),
URLs.YAHOO_ANSWERS:(319476345, '0632a0d236ef3a529c0fa4429b339f68'),
URLs.YELP_REVIEWS_POLARITY:(166373201, '48c8451c1ad30472334d856b5d294807'),
URLs.YELP_REVIEWS:(196146755, '1efd84215ea3e30d90e4c33764b889db'),
}
#TODO: This can probably be coded more shortly and nicely.
class Config():
"Creates a default config file 'config.yml' in $FASTAI_HOME (default `~/.fastai/`)"
URLs.MNIST:(15683414, '03639f83c4e3d19e0a3a53a8a997c487'),
URLs.MNIST_SAMPLE:(3214948, '2dbc7ec6f9259b583af0072c55816a88'),
URLs.MNIST_TINY:(342207, '56143e8f24db90d925d82a5a74141875'),
URLs.MNIST_VAR_SIZE_TINY:(565372, 'b71a930f4eb744a4a143a6c7ff7ed67f'),
URLs.MT_ENG_FRA:(2598183296, '69573f58e2c850b90f2f954077041d8c'),
URLs.OPENAI_TRANSFORMER:(432848315, '024b0d2203ebb0cd1fc64b27cf8af18e'),
URLs.PASCAL_2007:(1636130334, 'a70574e9bc592bd3b253f5bf46ce12e3'),
URLs.PASCAL_2012:(2611715776, '2ae7897038383836f86ce58f66b09e31'),
URLs.PETS:(811706944, 'e4db5c768afd933bb91f5f594d7417a4'),
URLs.PLANET_SAMPLE:(15523994, '8bfb174b3162f07fbde09b54555bdb00'),
URLs.PLANET_TINY:(997569, '490873c5683454d4b2611fb1f00a68a9'),
URLs.SOGOU_NEWS:(384269937, '950f1366d33be52f5b944f8a8b680902'),
URLs.WIKITEXT:(190200704, '2dd8cf8693b3d27e9c8f0a7df054b2c7'),
URLs.WIKITEXT_TINY:(4070055, '2a82d47a7b85c8b6a8e068dc4c1d37e7'),
URLs.WT103_FWD:(105067061, '7d1114cd9684bf9d1ca3c9f6a54da6f9'),
URLs.WT103_BWD:(105205312, '20b06f5830fd5a891d21044c28d3097f'),
URLs.YAHOO_ANSWERS:(319476345, '0632a0d236ef3a529c0fa4429b339f68'),
URLs.YELP_REVIEWS_POLARITY:(166373201, '48c8451c1ad30472334d856b5d294807'),
URLs.YELP_REVIEWS:(196146755, '1efd84215ea3e30d90e4c33764b889db'),
}
#TODO: This can probably be coded more shortly and nicely.
class Config():
"Creates a default config file 'config.yml' in $FASTAI_HOME (default `~/.fastai/`)"
DEFAULT_CONFIG_LOCATION = os.path.expanduser(os.getenv('FASTAI_HOME', '~/.fastai'))
DEFAULT_CONFIG_PATH = DEFAULT_CONFIG_LOCATION + '/config.yml'
DEFAULT_CONFIG = {
'data_path': DEFAULT_CONFIG_LOCATION + '/data',
'data_archive_path': DEFAULT_CONFIG_LOCATION + '/data',
'model_path': DEFAULT_CONFIG_LOCATION + '/models'
}
URLs.ML_SAMPLE:(51790, '10961384dfe7c5181460390a460c1f77'),
URLs.MNIST:(15683414, '03639f83c4e3d19e0a3a53a8a997c487'),
URLs.MNIST_SAMPLE:(3214948, '2dbc7ec6f9259b583af0072c55816a88'),
URLs.MNIST_TINY:(342207, '56143e8f24db90d925d82a5a74141875'),
URLs.MNIST_VAR_SIZE_TINY:(565372, 'b71a930f4eb744a4a143a6c7ff7ed67f'),
URLs.MT_ENG_FRA:(2598183296, '69573f58e2c850b90f2f954077041d8c'),
URLs.OPENAI_TRANSFORMER:(432848315, '024b0d2203ebb0cd1fc64b27cf8af18e'),
URLs.PASCAL_2007:(1636130334, 'a70574e9bc592bd3b253f5bf46ce12e3'),
URLs.PASCAL_2012:(2611715776, '2ae7897038383836f86ce58f66b09e31'),
URLs.PETS:(811706944, 'e4db5c768afd933bb91f5f594d7417a4'),
URLs.PLANET_SAMPLE:(15523994, '8bfb174b3162f07fbde09b54555bdb00'),
URLs.PLANET_TINY:(997569, '490873c5683454d4b2611fb1f00a68a9'),
URLs.SOGOU_NEWS:(384269937, '950f1366d33be52f5b944f8a8b680902'),
URLs.WIKITEXT:(190200704, '2dd8cf8693b3d27e9c8f0a7df054b2c7'),
URLs.WIKITEXT_TINY:(4070055, '2a82d47a7b85c8b6a8e068dc4c1d37e7'),
URLs.WT103_FWD:(105067061, '7d1114cd9684bf9d1ca3c9f6a54da6f9'),
URLs.WT103_BWD:(105205312, '20b06f5830fd5a891d21044c28d3097f'),
URLs.YAHOO_ANSWERS:(319476345, '0632a0d236ef3a529c0fa4429b339f68'),
URLs.YELP_REVIEWS_POLARITY:(166373201, '48c8451c1ad30472334d856b5d294807'),
URLs.YELP_REVIEWS:(196146755, '1efd84215ea3e30d90e4c33764b889db'),
}
#TODO: This can probably be coded more shortly and nicely.
class Config():
"Creates a default config file 'config.yml' in $FASTAI_HOME (default `~/.fastai/`)"
DEFAULT_CONFIG_LOCATION = os.path.expanduser(os.getenv('FASTAI_HOME', '~/.fastai'))
DEFAULT_CONFIG_PATH = DEFAULT_CONFIG_LOCATION + '/config.yml'
DEFAULT_CONFIG = {
'data_path': DEFAULT_CONFIG_LOCATION + '/data',
'data_archive_path': DEFAULT_CONFIG_LOCATION + '/data',
'model_path': DEFAULT_CONFIG_LOCATION + '/models'
}
URLs.CAMVID_TINY:(2314212, '2cf6daf91b7a2083ecfa3e9968e9d915'),
URLs.CARS:(1957803273, '9045d6673c9ced0889f41816f6bf2f9f'),
URLs.CIFAR:(168168549, 'a5f8c31371b63a406b23368042812d3c'),
URLs.CIFAR_100:(169168619, 'e5e65dcb54b9d3913f7b8a9ad6607e62'),
URLs.COCO_SAMPLE:(3245877008, '006cd55d633d94b36ecaf661467830ec'),
URLs.COCO_TINY:(801038, '367467451ac4fba79a647753c2c66d3a'),
URLs.CUB_200_2011:(1150585339, 'd2acaa99439dff0483c7bbac1bfe2a92'),
URLs.DBPEDIA:(68341743, '239c7837b9e79db34486f3de6a00e38e'),
URLs.DOGS:(839285364, '3e483c8d6ef2175e9d395a6027eb92b7'),
URLs.FLOWERS:(345236087, '5666e01c1311b4c67fcf20d2b3850a88'),
URLs.FOOD:(5686607260, '1a540ebf1fb40b2bf3f2294234ba7907'),
URLs.HUMAN_NUMBERS:(30252, '8a19c3bfa2bcb08cd787e741261f3ea2'),
URLs.IMDB:(144440600, '90f9b1c4ff43a90d67553c9240dc0249'),
URLs.IMDB_SAMPLE:(571827, '0842e61a9867caa2e6fbdb14fa703d61'),
URLs.LSUN_BEDROOMS:(4579163978, '35d84f38f8a15fe47e66e460c8800d68'),
URLs.ML_SAMPLE:(51790, '10961384dfe7c5181460390a460c1f77'),
URLs.MNIST:(15683414, '03639f83c4e3d19e0a3a53a8a997c487'),
URLs.MNIST_SAMPLE:(3214948, '2dbc7ec6f9259b583af0072c55816a88'),
URLs.MNIST_TINY:(342207, '56143e8f24db90d925d82a5a74141875'),
URLs.MNIST_VAR_SIZE_TINY:(565372, 'b71a930f4eb744a4a143a6c7ff7ed67f'),
URLs.MT_ENG_FRA:(2598183296, '69573f58e2c850b90f2f954077041d8c'),
URLs.OPENAI_TRANSFORMER:(432848315, '024b0d2203ebb0cd1fc64b27cf8af18e'),
URLs.PASCAL_2007:(1636130334, 'a70574e9bc592bd3b253f5bf46ce12e3'),
URLs.PASCAL_2012:(2611715776, '2ae7897038383836f86ce58f66b09e31'),
URLs.PETS:(811706944, 'e4db5c768afd933bb91f5f594d7417a4'),
URLs.PLANET_SAMPLE:(15523994, '8bfb174b3162f07fbde09b54555bdb00'),
URLs.PLANET_TINY:(997569, '490873c5683454d4b2611fb1f00a68a9'),
URLs.SOGOU_NEWS:(384269937, '950f1366d33be52f5b944f8a8b680902'),
URLs.WIKITEXT:(190200704, '2dd8cf8693b3d27e9c8f0a7df054b2c7'),
URLs.WIKITEXT_TINY:(4070055, '2a82d47a7b85c8b6a8e068dc4c1d37e7'),
URLs.WT103_FWD:(105067061, '7d1114cd9684bf9d1ca3c9f6a54da6f9'),
URLs.WT103_BWD:(105205312, '20b06f5830fd5a891d21044c28d3097f'),
URLs.MNIST_VAR_SIZE_TINY:(565372, 'b71a930f4eb744a4a143a6c7ff7ed67f'),
URLs.MT_ENG_FRA:(2598183296, '69573f58e2c850b90f2f954077041d8c'),
URLs.OPENAI_TRANSFORMER:(432848315, '024b0d2203ebb0cd1fc64b27cf8af18e'),
URLs.PASCAL_2007:(1636130334, 'a70574e9bc592bd3b253f5bf46ce12e3'),
URLs.PASCAL_2012:(2611715776, '2ae7897038383836f86ce58f66b09e31'),
URLs.PETS:(811706944, 'e4db5c768afd933bb91f5f594d7417a4'),
URLs.PLANET_SAMPLE:(15523994, '8bfb174b3162f07fbde09b54555bdb00'),
URLs.PLANET_TINY:(997569, '490873c5683454d4b2611fb1f00a68a9'),
URLs.SOGOU_NEWS:(384269937, '950f1366d33be52f5b944f8a8b680902'),
URLs.WIKITEXT:(190200704, '2dd8cf8693b3d27e9c8f0a7df054b2c7'),
URLs.WIKITEXT_TINY:(4070055, '2a82d47a7b85c8b6a8e068dc4c1d37e7'),
URLs.WT103_FWD:(105067061, '7d1114cd9684bf9d1ca3c9f6a54da6f9'),
URLs.WT103_BWD:(105205312, '20b06f5830fd5a891d21044c28d3097f'),
URLs.YAHOO_ANSWERS:(319476345, '0632a0d236ef3a529c0fa4429b339f68'),
URLs.YELP_REVIEWS_POLARITY:(166373201, '48c8451c1ad30472334d856b5d294807'),
URLs.YELP_REVIEWS:(196146755, '1efd84215ea3e30d90e4c33764b889db'),
}
#TODO: This can probably be coded more shortly and nicely.
class Config():
"Creates a default config file 'config.yml' in $FASTAI_HOME (default `~/.fastai/`)"
DEFAULT_CONFIG_LOCATION = os.path.expanduser(os.getenv('FASTAI_HOME', '~/.fastai'))
DEFAULT_CONFIG_PATH = DEFAULT_CONFIG_LOCATION + '/config.yml'
DEFAULT_CONFIG = {
'data_path': DEFAULT_CONFIG_LOCATION + '/data',
'data_archive_path': DEFAULT_CONFIG_LOCATION + '/data',
'model_path': DEFAULT_CONFIG_LOCATION + '/models'
}
@classmethod
def get_key(cls, key):
"Get the path to `key` in the config file."
URLs.ADULT_SAMPLE:(968212, '64eb9d7e23732de0b138f7372d15492f'),
URLs.AG_NEWS:(11784419, 'b86f328f4dbd072486591cb7a5644dcd'),
URLs.AMAZON_REVIEWS_POLARITY:(688339454, '676f7e5208ec343c8274b4bb085bc938'),
URLs.AMAZON_REVIEWS:(643695014, '4a1196cf0adaea22f4bc3f592cddde90'),
URLs.BIWI_HEAD_POSE:(452316199, '00f4ccf66e8cba184bc292fdc08fb237'),
URLs.BIWI_SAMPLE:(593774, '9179f4c1435f4b291f0d5b072d60c2c9'),
URLs.CALTECH_101:(131740031, 'd673425306e98ee4619fcdeef8a0e876'),
URLs.CAMVID:(598913237, '648371e4f3a833682afb39b08a3ce2aa'),
URLs.CAMVID_TINY:(2314212, '2cf6daf91b7a2083ecfa3e9968e9d915'),
URLs.CARS:(1957803273, '9045d6673c9ced0889f41816f6bf2f9f'),
URLs.CIFAR:(168168549, 'a5f8c31371b63a406b23368042812d3c'),
URLs.CIFAR_100:(169168619, 'e5e65dcb54b9d3913f7b8a9ad6607e62'),
URLs.COCO_SAMPLE:(3245877008, '006cd55d633d94b36ecaf661467830ec'),
URLs.COCO_TINY:(801038, '367467451ac4fba79a647753c2c66d3a'),
URLs.CUB_200_2011:(1150585339, 'd2acaa99439dff0483c7bbac1bfe2a92'),
URLs.DBPEDIA:(68341743, '239c7837b9e79db34486f3de6a00e38e'),
URLs.DOGS:(839285364, '3e483c8d6ef2175e9d395a6027eb92b7'),
URLs.FLOWERS:(345236087, '5666e01c1311b4c67fcf20d2b3850a88'),
URLs.FOOD:(5686607260, '1a540ebf1fb40b2bf3f2294234ba7907'),
URLs.HUMAN_NUMBERS:(30252, '8a19c3bfa2bcb08cd787e741261f3ea2'),
URLs.IMDB:(144440600, '90f9b1c4ff43a90d67553c9240dc0249'),
URLs.IMDB_SAMPLE:(571827, '0842e61a9867caa2e6fbdb14fa703d61'),
URLs.LSUN_BEDROOMS:(4579163978, '35d84f38f8a15fe47e66e460c8800d68'),
URLs.ML_SAMPLE:(51790, '10961384dfe7c5181460390a460c1f77'),
URLs.MNIST:(15683414, '03639f83c4e3d19e0a3a53a8a997c487'),
URLs.MNIST_SAMPLE:(3214948, '2dbc7ec6f9259b583af0072c55816a88'),
URLs.MNIST_TINY:(342207, '56143e8f24db90d925d82a5a74141875'),
URLs.MNIST_VAR_SIZE_TINY:(565372, 'b71a930f4eb744a4a143a6c7ff7ed67f'),
URLs.MT_ENG_FRA:(2598183296, '69573f58e2c850b90f2f954077041d8c'),
URLs.OPENAI_TRANSFORMER:(432848315, '024b0d2203ebb0cd1fc64b27cf8af18e'),
URLs.PASCAL_2007:(1636130334, 'a70574e9bc592bd3b253f5bf46ce12e3'),
URLs.PASCAL_2012:(2611715776, '2ae7897038383836f86ce58f66b09e31'),
URLs.CUB_200_2011:(1150585339, 'd2acaa99439dff0483c7bbac1bfe2a92'),
URLs.DBPEDIA:(68341743, '239c7837b9e79db34486f3de6a00e38e'),
URLs.DOGS:(839285364, '3e483c8d6ef2175e9d395a6027eb92b7'),
URLs.FLOWERS:(345236087, '5666e01c1311b4c67fcf20d2b3850a88'),
URLs.FOOD:(5686607260, '1a540ebf1fb40b2bf3f2294234ba7907'),
URLs.HUMAN_NUMBERS:(30252, '8a19c3bfa2bcb08cd787e741261f3ea2'),
URLs.IMDB:(144440600, '90f9b1c4ff43a90d67553c9240dc0249'),
URLs.IMDB_SAMPLE:(571827, '0842e61a9867caa2e6fbdb14fa703d61'),
URLs.LSUN_BEDROOMS:(4579163978, '35d84f38f8a15fe47e66e460c8800d68'),
URLs.ML_SAMPLE:(51790, '10961384dfe7c5181460390a460c1f77'),
URLs.MNIST:(15683414, '03639f83c4e3d19e0a3a53a8a997c487'),
URLs.MNIST_SAMPLE:(3214948, '2dbc7ec6f9259b583af0072c55816a88'),
URLs.MNIST_TINY:(342207, '56143e8f24db90d925d82a5a74141875'),
URLs.MNIST_VAR_SIZE_TINY:(565372, 'b71a930f4eb744a4a143a6c7ff7ed67f'),
URLs.MT_ENG_FRA:(2598183296, '69573f58e2c850b90f2f954077041d8c'),
URLs.OPENAI_TRANSFORMER:(432848315, '024b0d2203ebb0cd1fc64b27cf8af18e'),
URLs.PASCAL_2007:(1636130334, 'a70574e9bc592bd3b253f5bf46ce12e3'),
URLs.PASCAL_2012:(2611715776, '2ae7897038383836f86ce58f66b09e31'),
URLs.PETS:(811706944, 'e4db5c768afd933bb91f5f594d7417a4'),
URLs.PLANET_SAMPLE:(15523994, '8bfb174b3162f07fbde09b54555bdb00'),
URLs.PLANET_TINY:(997569, '490873c5683454d4b2611fb1f00a68a9'),
URLs.SOGOU_NEWS:(384269937, '950f1366d33be52f5b944f8a8b680902'),
URLs.WIKITEXT:(190200704, '2dd8cf8693b3d27e9c8f0a7df054b2c7'),
URLs.WIKITEXT_TINY:(4070055, '2a82d47a7b85c8b6a8e068dc4c1d37e7'),
URLs.WT103_FWD:(105067061, '7d1114cd9684bf9d1ca3c9f6a54da6f9'),
URLs.WT103_BWD:(105205312, '20b06f5830fd5a891d21044c28d3097f'),
URLs.YAHOO_ANSWERS:(319476345, '0632a0d236ef3a529c0fa4429b339f68'),
URLs.YELP_REVIEWS_POLARITY:(166373201, '48c8451c1ad30472334d856b5d294807'),
URLs.YELP_REVIEWS:(196146755, '1efd84215ea3e30d90e4c33764b889db'),
}
#TODO: This can probably be coded more shortly and nicely.
URLs.AMAZON_REVIEWS:(643695014, '4a1196cf0adaea22f4bc3f592cddde90'),
URLs.BIWI_HEAD_POSE:(452316199, '00f4ccf66e8cba184bc292fdc08fb237'),
URLs.BIWI_SAMPLE:(593774, '9179f4c1435f4b291f0d5b072d60c2c9'),
URLs.CALTECH_101:(131740031, 'd673425306e98ee4619fcdeef8a0e876'),
URLs.CAMVID:(598913237, '648371e4f3a833682afb39b08a3ce2aa'),
URLs.CAMVID_TINY:(2314212, '2cf6daf91b7a2083ecfa3e9968e9d915'),
URLs.CARS:(1957803273, '9045d6673c9ced0889f41816f6bf2f9f'),
URLs.CIFAR:(168168549, 'a5f8c31371b63a406b23368042812d3c'),
URLs.CIFAR_100:(169168619, 'e5e65dcb54b9d3913f7b8a9ad6607e62'),
URLs.COCO_SAMPLE:(3245877008, '006cd55d633d94b36ecaf661467830ec'),
URLs.COCO_TINY:(801038, '367467451ac4fba79a647753c2c66d3a'),
URLs.CUB_200_2011:(1150585339, 'd2acaa99439dff0483c7bbac1bfe2a92'),
URLs.DBPEDIA:(68341743, '239c7837b9e79db34486f3de6a00e38e'),
URLs.DOGS:(839285364, '3e483c8d6ef2175e9d395a6027eb92b7'),
URLs.FLOWERS:(345236087, '5666e01c1311b4c67fcf20d2b3850a88'),
URLs.FOOD:(5686607260, '1a540ebf1fb40b2bf3f2294234ba7907'),
URLs.HUMAN_NUMBERS:(30252, '8a19c3bfa2bcb08cd787e741261f3ea2'),
URLs.IMDB:(144440600, '90f9b1c4ff43a90d67553c9240dc0249'),
URLs.IMDB_SAMPLE:(571827, '0842e61a9867caa2e6fbdb14fa703d61'),
URLs.LSUN_BEDROOMS:(4579163978, '35d84f38f8a15fe47e66e460c8800d68'),
URLs.ML_SAMPLE:(51790, '10961384dfe7c5181460390a460c1f77'),
URLs.MNIST:(15683414, '03639f83c4e3d19e0a3a53a8a997c487'),
URLs.MNIST_SAMPLE:(3214948, '2dbc7ec6f9259b583af0072c55816a88'),
URLs.MNIST_TINY:(342207, '56143e8f24db90d925d82a5a74141875'),
URLs.MNIST_VAR_SIZE_TINY:(565372, 'b71a930f4eb744a4a143a6c7ff7ed67f'),
URLs.MT_ENG_FRA:(2598183296, '69573f58e2c850b90f2f954077041d8c'),
URLs.OPENAI_TRANSFORMER:(432848315, '024b0d2203ebb0cd1fc64b27cf8af18e'),
URLs.PASCAL_2007:(1636130334, 'a70574e9bc592bd3b253f5bf46ce12e3'),
URLs.PASCAL_2012:(2611715776, '2ae7897038383836f86ce58f66b09e31'),
URLs.PETS:(811706944, 'e4db5c768afd933bb91f5f594d7417a4'),
URLs.PLANET_SAMPLE:(15523994, '8bfb174b3162f07fbde09b54555bdb00'),
URLs.PLANET_TINY:(997569, '490873c5683454d4b2611fb1f00a68a9'),