diff --git a/src/TensorFlowNET.Core/Operations/Operation.Implicit.cs b/src/TensorFlowNET.Core/Operations/Operation.Implicit.cs
index 9cadac0c..289c69ad 100644
--- a/src/TensorFlowNET.Core/Operations/Operation.Implicit.cs
+++ b/src/TensorFlowNET.Core/Operations/Operation.Implicit.cs
@@ -27,8 +27,12 @@ namespace Tensorflow
public static implicit operator Operation(IntPtr handle)
=> new Operation(handle);
- public static implicit operator IntPtr(Operation op) => op._handle;
- public static implicit operator Tensor(Operation op) => op.output;
+ public static implicit operator IntPtr(Operation op)
+ => op._handle;
+ public static implicit operator Tensor(Operation op)
+ => op.output;
+ public static implicit operator RefVariable(Operation op)
+ => new RefVariable(op);
public override string ToString()
{
diff --git a/src/TensorFlowNET.Core/Operations/Operation.cs b/src/TensorFlowNET.Core/Operations/Operation.cs
index 029f8d69..65097d5b 100644
--- a/src/TensorFlowNET.Core/Operations/Operation.cs
+++ b/src/TensorFlowNET.Core/Operations/Operation.cs
@@ -106,7 +106,7 @@ namespace Tensorflow
_outputs = new Tensor[NumOutputs];
for (int i = 0; i < NumOutputs; i++)
_outputs[i] = new Tensor(this, i, OutputType(i));
-
+
// Dict mapping op name to file and line information for op colocation
// context managers.
_control_flow_context = _graph._get_control_flow_context();
diff --git a/src/TensorFlowNET.Core/TensorFlow.Binding.csproj b/src/TensorFlowNET.Core/TensorFlow.Binding.csproj
index 369c6c81..0e1c7622 100644
--- a/src/TensorFlowNET.Core/TensorFlow.Binding.csproj
+++ b/src/TensorFlowNET.Core/TensorFlow.Binding.csproj
@@ -5,7 +5,7 @@
TensorFlow.NET
Tensorflow
1.14.1
- 0.14.2.0
+ 0.15.0
Haiping Chen, Meinrad Recheis, Eli Belash
SciSharp STACK
true
@@ -18,13 +18,15 @@
Google's TensorFlow full binding in .NET Standard.
Building, training and infering deep learning models.
https://tensorflownet.readthedocs.io
- 0.14.2.0
+ 0.15.0.0
Changes since v0.14.0:
1: Add TransformGraphWithStringInputs.
2: tf.trainer.load_graph, tf.trainer.freeze_graph
-3: Import Protobuf.Text
+3: Import Protobuf.Text
+4: Support YOLOv3 object detection
+5: Add implicitation for Operation to RefVariable
7.3
- 0.14.2.0
+ 0.15.0.0
LICENSE
true
true
@@ -33,7 +35,7 @@ https://tensorflownet.readthedocs.io
true
- TRACE;DEBUG;SERIALIZABLE
+ TRACE;DEBUG;SERIALIZABLE_
@@ -62,7 +64,6 @@ https://tensorflownet.readthedocs.io
-
diff --git a/src/TensorFlowNET.Core/Variables/RefVariable.cs b/src/TensorFlowNET.Core/Variables/RefVariable.cs
index c79c5b7f..cff14ec1 100644
--- a/src/TensorFlowNET.Core/Variables/RefVariable.cs
+++ b/src/TensorFlowNET.Core/Variables/RefVariable.cs
@@ -61,7 +61,11 @@ namespace Tensorflow
{
_in_graph_mode = true;
- if (variable_def != null)
+ if(initial_value is Operation op)
+ {
+ _init_from_op(op);
+ }
+ else if (variable_def != null)
{
if (initial_value != null)
throw new ValueError("variable_def and initial_value are mutually exclusive.");
@@ -73,6 +77,13 @@ namespace Tensorflow
}
}
+ private void _init_from_op(Operation op)
+ {
+ var g = ops.get_default_graph();
+ _initializer_op = op;
+ _variable = op.output;
+ }
+
private void _init_from_proto(VariableDef variable_def, string import_scope = "")
{
var g = ops.get_default_graph();