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Module: tff.simulation.datasets.gldv2

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Libraries for the federated Google Landmark v2 dataset for simulation.

Classes

class ClientData: Object to hold a federated dataset.

Functions

load_data(...): Loads a federated version of the Google Landmark v2 dataset.

Other Members
FED_GLD_CACHE	`'gld160k'`
FED_GLD_SPLIT_FILE_BUNDLE	`'landmarks-user-160k'`
FED_GLD_SPLIT_FILE_BUNDLE_MD5_CHECKSUM	`'53c36bd7d5fc12f927af2820b7e4a57c'`
FED_GLD_SPLIT_FILE_DOWNLOAD_URL	`'http://storage.googleapis.com/gresearch/federated-vision-datasets/landmarks-user-160k.zip'`
FED_GLD_TEST_SPLIT_FILE	`'test.csv'`
FED_GLD_TRAIN_SPLIT_FILE	`'federated_train.csv'`
GLD_SHARD_BASE_URL	`'https://s3.amazonaws.com/google-landmark'`
LOGGER	`'gldv2'`
MINI_GLD_CACHE	`'gld23k'`
MINI_GLD_TEST_DOWNLOAD_URL	`'https://storage.googleapis.com/tff-datasets-public/mini_gld_test.csv'`
MINI_GLD_TEST_SPLIT_FILE	`'mini_gld_test.csv'`
MINI_GLD_TEST_SPLIT_FILE_MD5_CHECKSUM	`'298e9d19d66357236f66fe8e22920933'`
MINI_GLD_TRAIN_DOWNLOAD_URL	`'https://storage.googleapis.com/tff-datasets-public/mini_gld_train_split.csv'`
MINI_GLD_TRAIN_SPLIT_FILE	`'mini_gld_train_split.csv'`
MINI_GLD_TRAIN_SPLIT_FILE_MD5_CHECKSUM	`'9fd62cf79a67046fdd673d3a0ac52841'`
NUM_SHARD_TRAIN	`500`
TEST_FILE_NAME	`'test.tfRecord'`
TRAIN_SUB_DIR	`'train'`

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Last updated 2022-07-01 UTC.