Retrieve Momentum embedding parameters with debug support.
tf.raw_ops.RetrieveTPUEmbeddingMomentumParametersGradAccumDebug(
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, momenta, gradient_accumulators).
|
|
parameters
|
A Tensor of type float32 .
|
momenta
|
A Tensor of type float32 .
|
gradient_accumulators
|
A Tensor of type float32 .
|