tf.raw_ops.RestoreSlice | TensorFlow v2.16.1 (original) (raw)

tf.raw_ops.RestoreSlice

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Restores a tensor from checkpoint files.

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Compat aliases for migration

tf.compat.v1.raw_ops.RestoreSlice

tf.raw_ops.RestoreSlice(
    file_pattern,
    tensor_name,
    shape_and_slice,
    dt,
    preferred_shard=-1,
    name=None
)

This is like Restore except that restored tensor can be listed as filling only a slice of a larger tensor. shape_and_slice specifies the shape of the larger tensor and the slice that the restored tensor covers.

The shape_and_slice input has the same format as the elements of the shapes_and_slices input of the SaveSlices op.

Args
file_pattern	A Tensor of type string. Must have a single element. The pattern of the files from which we read the tensor.
tensor_name	A Tensor of type string. Must have a single element. The name of the tensor to be restored.
shape_and_slice	A Tensor of type string. Scalar. The shapes and slice specifications to use when restoring a tensors.
dt	A tf.DType. The type of the tensor to be restored.
preferred_shard	An optional int. Defaults to -1. Index of file to open first if multiple files matchfile_pattern. See the documentation for Restore.
name	A name for the operation (optional).

Returns
A Tensor of type dt.

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Last updated 2024-04-26 UTC.