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
get_synthetic(...): Returns a small synthetic dataset for testing.
load_data(...): Loads a federated version of the Google Landmark v2 dataset.
Other Members |
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FED_GLD_CACHE
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'gld160k'
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FED_GLD_SPLIT_FILE_BUNDLE
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'landmarks-user-160k'
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FED_GLD_SPLIT_FILE_BUNDLE_MD5_CHECKSUM
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'53c36bd7d5fc12f927af2820b7e4a57c'
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FED_GLD_SPLIT_FILE_DOWNLOAD_URL
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'http://storage.googleapis.com/gresearch/federated-vision-datasets/landmarks-user-160k.zip'
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FED_GLD_TEST_SPLIT_FILE
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'test.csv'
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FED_GLD_TRAIN_SPLIT_FILE
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'federated_train.csv'
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GLD_SHARD_BASE_URL
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'https://s3.amazonaws.com/google-landmark'
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LOGGER
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'gldv2'
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MINI_GLD_CACHE
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'gld23k'
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MINI_GLD_TEST_DOWNLOAD_URL
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'https://storage.googleapis.com/tff-datasets-public/mini_gld_test.csv'
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MINI_GLD_TEST_SPLIT_FILE
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'mini_gld_test.csv'
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MINI_GLD_TEST_SPLIT_FILE_MD5_CHECKSUM
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'298e9d19d66357236f66fe8e22920933'
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MINI_GLD_TRAIN_DOWNLOAD_URL
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'https://storage.googleapis.com/tff-datasets-public/mini_gld_train_split.csv'
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MINI_GLD_TRAIN_SPLIT_FILE
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'mini_gld_train_split.csv'
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MINI_GLD_TRAIN_SPLIT_FILE_MD5_CHECKSUM
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'9fd62cf79a67046fdd673d3a0ac52841'
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NUM_SHARD_TRAIN
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500
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TEST_FILE_NAME
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'test.tfRecord'
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TRAIN_SUB_DIR
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'train'
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Last updated 2024-09-20 UTC.
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View source on GitHub