public RefVariable get_variable(_VariableStore var_store,
string name,
TensorShape shape = null,
TF_DataType dtype = TF_DataType.DtInvalid,
object initializer = null, // IInitializer or Tensor
bool?trainable = null,
List <string> collections = null,
bool?use_resource = null,
bool validate_shape = true,
VariableSynchronization synchronization = VariableSynchronization.Auto,
VariableAggregation aggregation = VariableAggregation.None)
{
string full_name = !string.IsNullOrEmpty(this.name) ? this.name + "/" + name : name;
return(tf_with(ops.name_scope(null), scope =>
{
if (dtype == TF_DataType.DtInvalid)
{
dtype = _dtype;
}
return var_store.get_variable(full_name,
shape: shape,
dtype: dtype,
initializer: initializer,
reuse: resue,
trainable: trainable,
collections: collections,
synchronization: synchronization,
aggregation: aggregation) as RefVariable;
}));
}
public RefVariable get_variable(_VariableStore var_store,
string name,
TensorShape shape = null,
TF_DataType dtype = TF_DataType.DtInvalid,
IInitializer initializer = null,
bool?trainable = null,
VariableSynchronization synchronization = VariableSynchronization.AUTO,
VariableAggregation aggregation = VariableAggregation.NONE)
{
string full_name = !string.IsNullOrEmpty(this._name) ? this._name + "/" + name : name;
return(with(new ops.name_scope(null), scope =>
{
if (dtype == TF_DataType.DtInvalid)
{
dtype = _dtype;
}
return var_store.get_variable(full_name,
shape: shape,
dtype: dtype,
initializer: initializer,
trainable: trainable,
synchronization: synchronization,
aggregation: aggregation);
}));
}
