+links

src/main/java/TensorflowExamplePlugin.java

@@ -7,40 +7,109 @@ import org.tensorflow.Graph;
 import org.tensorflow.Session;
 import org.tensorflow.Tensor;
 import org.tensorflow.TensorFlow;
+import org.tensorflow.SavedModelBundle;
+
+/**
+
+Note 0: articles & examples:
+
+- https://divis.io/2017/11/enterprise-tensorflow-1/
+- https://divis.io/2018/01/enterprise-tensorflow-code-examples/
+- https://divis.io/2018/01/enterprise-tensorflow-2-saving-a-trained-model/
+- https://divis.io/2018/01/enterprise-tensorflow-3-loading-a-savedmodel-in-java/
+- https://divis.io/2018/01/enterprise-tensorflow-4-executing-a-tensorflow-session-in-java/
+- https://www.programcreek.com/java-api-examples/?api=org.tensorflow.SavedModelBundle
+- https://github.com/imagej/imagej-tensorflow
+
+Note 1: How to feed:
+ a. https://divis.io/2018/01/enterprise-tensorflow-4-executing-a-tensorflow-session-in-java/
+ b. https://github.com/tensorflow/tensorflow/blob/master/tensorflow/java/src/main/java/org/tensorflow/examples/LabelImage.java
+
+
+
+Note 2: https://divis.io/2018/01/enterprise-tensorflow-4-executing-a-tensorflow-session-in-java/
+
+...
+Two types of objects will need manual closing for proper resource handling:
+Sessions and Tensors
+...
+
+
+
+*/
 
 public class TensorflowExamplePlugin
-{	
-    public void run() 
+{
+
+    public final static String EXPORTDIR = "/home/oleg/GIT/python3-imagej-tiff/data_sets/tf_data_5x5_main_13_heur/exportdir";
+    public final static String PB_TAG = "model_pb";
+
+    public static void run()
     {
-    	System.out.println("TensorflowExamplePlugin run");
-    	try {
-			main();
-		} catch (Exception e) {
-			// TODO Auto-generated catch block
-			e.printStackTrace();
-		}
+        System.out.println("TensorflowExamplePlugin run");
+        try {
+            main();
+        } catch (Exception e) {
+            // TODO Auto-generated catch block
+            e.printStackTrace();
+        }
     }
-    
+
     public static void main() throws Exception {
+
+        final Graph smpb;
+
+        float [][] img_corr2d = new float[78408][324];
+        float [][] img_target = new float[78408][  1];
+        int     [] img_ntile  = new   int[78408];
+
+        // init ntile
+        for(int i=0;i<img_ntile.length;i++){
+        	img_ntile[i] = i;
+        }
+
+        try (SavedModelBundle b = SavedModelBundle.load(EXPORTDIR,PB_TAG)){
+            System.out.println("Alright");
+            smpb = b.graph();
+        }
+
         try (Graph g = new Graph()) {
-          final String value = "Hello from " + TensorFlow.version();
-
-          // Construct the computation graph with a single operation, a constant
-          // named "MyConst" with a value "value".
-          try (Tensor t = Tensor.create(value.getBytes("UTF-8"))) {
-            // The Java API doesn't yet include convenience functions for adding operations.
-            g.opBuilder("Const", "MyConst").setAttr("dtype", t.dataType()).setAttr("value", t).build();
-          }
-
-          // Execute the "MyConst" operation in a Session.
-          try (Session s = new Session(g);
-              // Generally, there may be multiple output tensors, all of them must be closed to prevent resource leaks.
-              Tensor output = s.runner().fetch("MyConst").run().get(0)) {
-        	  System.out.println(new String(output.bytesValue(), "UTF-8"));
-        	  s.close();
-          }
+            final String value = "Hello from " + TensorFlow.version();
+
+            // Construct the computation graph with a single operation, a constant
+            // named "MyConst" with a value "value".
+            try (Tensor t = Tensor.create(value.getBytes("UTF-8"))) {
+              // The Java API doesn't yet include convenience functions for adding operations.
+              g.opBuilder("Const", "MyConst").setAttr("dtype", t.dataType()).setAttr("value", t).build();
+            }
+
+            // Execute the "MyConst" operation in a Session.
+            try (Session s = new Session(g);
+                // Generally, there may be multiple output tensors, all of them must be closed to prevent resource leaks.
+                Tensor output = s.runner().fetch("MyConst").run().get(0)) {
+                    System.out.println(new String(output.bytesValue(), "UTF-8"));
+                    s.close();
+                    output.close();
+            }
         }
-      }
-    
-	
+    }
+
 }
+
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