tf.raw_ops.RetrieveTPUEmbeddingCenteredRMSPropParameters
Retrieve centered RMSProp embedding parameters.
tf.raw_ops.RetrieveTPUEmbeddingCenteredRMSPropParameters(
num_shards, shard_id, table_id=-1, table_name='', config='',
name=None
)
An op that retrieves optimization parameters from embedding to host memory. Must be preceded by a ConfigureTPUEmbeddingHost op that sets up the correct embedding table configuration. For example, this op is used to retrieve updated parameters before saving a checkpoint.
| Args | |
|---|---|
num_shards | An int. |
shard_id | An int. |
table_id | An optional int. Defaults to -1. |
table_name | An optional string. Defaults to "". |
config | An optional string. Defaults to "". |
name | A name for the operation (optional). |
| Returns | |
|---|---|
A tuple of Tensor objects (parameters, ms, mom, mg). | |
parameters | A Tensor of type float32. |
ms | A Tensor of type float32. |
mom | A Tensor of type float32. |
mg | A Tensor of type float32. |
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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/RetrieveTPUEmbeddingCenteredRMSPropParameters