using System;

using System.Collections.Generic;

using System.Text;

namespace Tensorflow

{

public static partial class tf

{

public static VariableV1[] global_variables(string scope = null)

{

return (ops.get_collection(ops.GraphKeys.GLOBAL_VARIABLES, scope) as List<VariableV1>)

.ToArray();

}

public static Operation global_variables_initializer()

{

var g = variables.global_variables();

return variables.variables_initializer(g.ToArray());

}

public static RefVariable get_variable(string name,

TensorShape shape = null,

TF_DataType dtype = TF_DataType.DtInvalid,

object initializer = null, // IInitializer or Tensor

bool? trainable = null,

bool? use_resource = null,

bool validate_shape = true,

VariableSynchronization synchronization = VariableSynchronization.Auto,

VariableAggregation aggregation = VariableAggregation.None)

{

var scope = Tensorflow.variable_scope.get_variable_scope();

var store = Tensorflow.variable_scope._get_default_variable_store();

return scope.get_variable(store,

name,

shape: shape,

dtype: dtype,

use_resource: use_resource,

validate_shape: validate_shape,

initializer: initializer,

trainable: trainable);

}

}

}