1 /* Copyright 2019 The TensorFlow Authors. All Rights Reserved. 2 3 Licensed under the Apache License, Version 2.0 (the "License"); 4 you may not use this file except in compliance with the License. 5 You may obtain a copy of the License at 6 7 http://www.apache.org/licenses/LICENSE-2.0 8 9 Unless required by applicable law or agreed to in writing, software 10 distributed under the License is distributed on an "AS IS" BASIS, 11 WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 See the License for the specific language governing permissions and 13 limitations under the License. 14 ==============================================================================*/ 15 16 package org.tensorflow.op.core; 17 18 import static org.junit.Assert.assertEquals; 19 20 import java.util.ArrayList; 21 import org.junit.Test; 22 import org.junit.runner.RunWith; 23 import org.junit.runners.JUnit4; 24 import org.tensorflow.Graph; 25 import org.tensorflow.Operand; 26 import org.tensorflow.Session; 27 import org.tensorflow.Tensor; 28 import org.tensorflow.Shape; 29 import org.tensorflow.op.Ops; 30 31 @RunWith(JUnit4.class) 32 public final class GeneratedOperationsTest { 33 34 @Test tensorInputTensorOutput()35 public void tensorInputTensorOutput() { 36 try (Graph g = new Graph(); 37 Session sess = new Session(g)) { 38 Ops ops = Ops.create(g); 39 Operand<Integer> x = ops.math().add(ops.constant(1), ops.constant(2)); 40 try (Tensor<Integer> result = sess.runner().fetch(x).run().get(0).expect(Integer.class)) { 41 assertEquals(3, result.intValue()); 42 } 43 } 44 } 45 46 @Test testListInputTensorOutput()47 public void testListInputTensorOutput() { 48 try (Graph g = new Graph(); 49 Session sess = new Session(g)) { 50 Ops ops = Ops.create(g); 51 ArrayList<Operand<Integer>> inputs = new ArrayList<Operand<Integer>>(); 52 inputs.add(ops.constant(1)); 53 inputs.add(ops.constant(2)); 54 inputs.add(ops.constant(3)); 55 Operand<Integer> x = ops.math().addN(inputs); 56 try (Tensor<Integer> result = sess.runner().fetch(x).run().get(0).expect(Integer.class)) { 57 assertEquals(6, result.intValue()); 58 } 59 } 60 } 61 62 /** 63 * Test for Ops.withControlDependencies. 64 * 65 * <p>Creates an add node with a control dependency to an assign node. In other words, the assign 66 * node is a control input to the add node. When the add node is run, the assign node is expected 67 * to have run beforehand due to the control dependency. 68 */ 69 @Test testControlDependencies()70 public void testControlDependencies() { 71 try (Graph g = new Graph(); 72 Session sess = new Session(g)) { 73 Ops ops = Ops.create(g); 74 Operand<Integer> variable = ops.variable(Shape.scalar(), Integer.class); 75 Operand<?> initVariable = ops.assign(variable, ops.constant(0)); 76 ArrayList<Operand<?>> controls = new ArrayList<Operand<?>>(); 77 controls.add(ops.assign(variable, ops.constant(3))); 78 Operand<Integer> x = 79 ops.withControlDependencies(controls).math().add(variable, ops.constant(0)); 80 sess.runner().addTarget(initVariable).run(); 81 try (Tensor<Integer> result = sess.runner().fetch(x).run().get(0).expect(Integer.class); ) { 82 assertEquals(3, result.intValue()); 83 } 84 } 85 } 86 } 87