tf.raw_ops.SaveSlices
Saves input tensors slices to disk.
tf.raw_ops.SaveSlices(
filename, tensor_names, shapes_and_slices, data, name=None
)
This is like Save except that tensors can be listed in the saved file as being a slice of a larger tensor. shapes_and_slices specifies the shape of the larger tensor and the slice that this tensor covers. shapes_and_slices must have as many elements as tensor_names.
Elements of the shapes_and_slices input must either be:
- The empty string, in which case the corresponding tensor is saved normally.
- A string of the form
dim0 dim1 ... dimN-1 slice-specwhere thedimIare the dimensions of the larger tensor andslice-specspecifies what part is covered by the tensor to save.
slice-spec itself is a :-separated list: slice0:slice1:...:sliceN-1 where each sliceI is either:
- The string
-meaning that the slice covers all indices of this dimension -
start,lengthwherestartandlengthare integers. In that case the slice coverslengthindices starting atstart.
See also Save.
| Args | |
|---|---|
filename | A Tensor of type string. Must have a single element. The name of the file to which we write the tensor. |
tensor_names | A Tensor of type string. Shape [N]. The names of the tensors to be saved. |
shapes_and_slices | A Tensor of type string. Shape [N]. The shapes and slice specifications to use when saving the tensors. |
data | A list of Tensor objects. N tensors to save. |
name | A name for the operation (optional). |
| Returns | |
|---|---|
| The created Operation. |
© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.4/api_docs/python/tf/raw_ops/SaveSlices