tf.keras.utils.HDF5Matrix

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Representation of HDF5 dataset to be used instead of a Numpy array.

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Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.keras.utils.HDF5Matrix

tf.keras.utils.HDF5Matrix(
    datapath, dataset, start=0, end=None, normalizer=None
)

THIS CLASS IS DEPRECATED. Training with HDF5Matrix may not be optimized for performance, and might not work with every distribution strategy.

We recommend using https://github.com/tensorflow/io to load your HDF5 data into a tf.data Dataset and passing that dataset to Keras.

Arguments
datapath	string, path to a HDF5 file
dataset	string, name of the HDF5 dataset in the file specified in datapath
start	int, start of desired slice of the specified dataset
end	int, end of desired slice of the specified dataset
normalizer	function to be called on data when retrieved

Raises
ImportError if HDF5 & h5py are not installed

Attributes
dtype	Gets the datatype of the dataset.
ndim	Gets the number of dimensions (rank) of the dataset.
shape	Gets a numpy-style shape tuple giving the dataset dimensions.
size	Gets the total dataset size (number of elements).

Methods

__getitem__

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__getitem__(
    key
)

__len__

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__len__()

Class Variables

• refs