add more debug code

src/TensorFlowNET.Core/Operations/Operation.Output.cs

@@ -1,5 +1,4 @@
-//using Newtonsoft.Json;
-using System;
+using System;
 using System.Collections.Generic;
 using System.Linq;
 using System.Runtime.InteropServices;
@@ -15,10 +14,11 @@ namespace Tensorflow
 
         private Tensor[] _outputs;
         public Tensor[] outputs => _outputs;
-        //[JsonIgnore]
+
         public Tensor output => _outputs.FirstOrDefault();
 
         public int NumControlOutputs => c_api.TF_OperationNumControlOutputs(_handle);
+
         public int OutputNumConsumers(int index) => c_api.TF_OperationOutputNumConsumers(new TF_Output(_handle, index));
 
         public unsafe TF_Input[] OutputConsumers(int index, int max_consumers)

src/TensorFlowNET.Core/Operations/Operation.cs

@@ -1,5 +1,6 @@
 using Google.Protobuf.Collections;
-//using Newtonsoft.Json;
+using Newtonsoft.Json;
+//using Newtonsoft.Json;
 using System;
 using System.Collections.Generic;
 using System.Linq;
@@ -33,15 +34,15 @@ namespace Tensorflow
         private readonly IntPtr _operDesc; 
 
         private Graph _graph;
-        //[JsonIgnore]
+        [JsonIgnore]
         public Graph graph => _graph;
-        //[JsonIgnore]
+        [JsonIgnore]
         public int _id => _id_value;
-        //[JsonIgnore]
+        [JsonIgnore]
         public int _id_value;
 
         public string type => OpType;
-        //[JsonIgnore]
+        [JsonIgnore]
         public Operation op => this;
         public TF_DataType dtype => TF_DataType.DtInvalid;
         private Status status = new Status();

src/TensorFlowNET.Core/TensorFlowNET.Core.csproj

@@ -45,6 +45,7 @@ Bug memory leak issue when allocating Tensor.</PackageReleaseNotes>
 
   <ItemGroup>
     <PackageReference Include="Google.Protobuf" Version="3.7.0" />
+    <PackageReference Include="Newtonsoft.Json" Version="12.0.1" />
   </ItemGroup>
 
   <ItemGroup>

src/TensorFlowNET.Core/Tensors/Tensor.cs

@@ -1,4 +1,5 @@
 //using Newtonsoft.Json;
+using Newtonsoft.Json;
 using NumSharp;
 using System;
 using System.Collections.Generic;
@@ -18,13 +19,13 @@ namespace Tensorflow
         private readonly IntPtr _handle;
 
         private int _id;
-        //[JsonIgnore]
+        [JsonIgnore]
         public int Id => _id;
-        //[JsonIgnore]
+        [JsonIgnore]
         public Graph graph => op?.graph;
-        //[JsonIgnore]
+        [JsonIgnore]
         public Operation op { get; }
-        //[JsonIgnore]
+        [JsonIgnore]
         public Tensor[] outputs => op.outputs;
 
         /// <summary>
@@ -112,9 +113,6 @@ namespace Tensorflow
 
         public int NDims => rank;
 
-        //[JsonIgnore]
-        public Operation[] Consumers => consumers();
-
         public string Device => op.Device;
 
         public Operation[] consumers()

test/TensorFlowNET.UnitTest/control_flow_ops_test/CondTestCases.cs

@@ -1,4 +1,5 @@
 using Microsoft.VisualStudio.TestTools.UnitTesting;
+using Newtonsoft.Json;
 using System;
 using Tensorflow;
 
@@ -14,26 +15,30 @@ namespace TensorFlowNET.UnitTest.control_flow_ops_test
         public void testCondTrue()
         {
             var graph = tf.Graph().as_default();
+            // tf.train.import_meta_graph("cond_test.meta");
+            var json = JsonConvert.SerializeObject(graph._nodes_by_name, Formatting.Indented);
 
             with(tf.Session(graph), sess =>
             {
-                var x = tf.constant(2);
-                var y = tf.constant(5);
-                var pred = tf.less(x, y);
+                var x = tf.constant(2, name: "x"); // graph.get_operation_by_name("Const").output; 
+                var y = tf.constant(5, name: "y"); // graph.get_operation_by_name("Const_1").output;
+                var pred = tf.less(x, y); // graph.get_operation_by_name("Less").output;
 
                 Func<ITensorOrOperation> if_true = delegate
                 {
-                    return tf.multiply(x, 17);
+                    return tf.constant(2, name: "t2");
                 };
 
                 Func<ITensorOrOperation> if_false = delegate
                 {
-                    return tf.add(y, 23);
+                    return tf.constant(5, name: "f5");
                 };
 
-                var z = control_flow_ops.cond(pred, if_true, if_false);
+                var z = control_flow_ops.cond(pred, if_true, if_false); // graph.get_operation_by_name("cond/Merge").output
+
+                json = JsonConvert.SerializeObject(graph._nodes_by_name, Formatting.Indented);
                 int result = z.eval(sess);
-                assertEquals(result, 34);
+                assertEquals(result, 2);
             });
         }
 
@@ -58,25 +63,31 @@ namespace TensorFlowNET.UnitTest.control_flow_ops_test
 
                 print(result == 24) */
 
+            var graph = tf.Graph().as_default();
+            //tf.train.import_meta_graph("cond_test.meta");
+            //var json = JsonConvert.SerializeObject(graph._nodes_by_name, Formatting.Indented);
+
             with(tf.Session(), sess =>
             {
-                var x = tf.constant(2);
-                var y = tf.constant(1);
+                var x = tf.constant(2, name: "x");
+                var y = tf.constant(1, name: "y");
                 var pred = tf.less(x, y);
 
                 Func<ITensorOrOperation> if_true = delegate
                 {
-                    return tf.multiply(x, 17);
+                    return tf.constant(2, name: "t2");
                 };
 
                 Func<ITensorOrOperation> if_false = delegate
                 {
-                    return tf.add(y, 23);
+                    return tf.constant(1, name: "f1");
                 };
 
                 var z = control_flow_ops.cond(pred, if_true, if_false);
+
+                var json1 = JsonConvert.SerializeObject(graph._nodes_by_name, Formatting.Indented);
                 int result = z.eval(sess);
-                assertEquals(result, 24);
+                assertEquals(result, 1);
             });
         }