tf.raw_ops.ResourceGather
Gather slices from the variable pointed to by resource according to indices.
tf.raw_ops.ResourceGather(
resource, indices, dtype, batch_dims=0, validate_indices=True, name=None
)
indices must be an integer tensor of any dimension (usually 0-D or 1-D). Produces an output tensor with shape indices.shape + params.shape[1:] where:
# Scalar indices
output[:, ..., :] = params[indices, :, ... :]
# Vector indices
output[i, :, ..., :] = params[indices[i], :, ... :]
# Higher rank indices
output[i, ..., j, :, ... :] = params[indices[i, ..., j], :, ..., :]
| Args | |
|---|---|
resource |
A Tensor of type resource. |
indices |
A Tensor. Must be one of the following types: int32, int64. |
dtype |
A tf.DType. |
batch_dims |
An optional int. Defaults to 0. |
validate_indices |
An optional bool. Defaults to True. |
name |
A name for the operation (optional). |
| Returns | |
|---|---|
A Tensor of type dtype. |
© 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/r2.3/api_docs/python/tf/raw_ops/ResourceGather