Examples of IRUnitDriver

Examples of tv.floe.metronome.irunit.IRUnitDriver

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public class Test_XOR_IR_NN {

  @Test
  public void testLearnXORFunctionViaIRNN_MLP() throws Exception {
   
    IRUnitDriver polr_ir = new IRUnitDriver("src/test/resources/run_profiles/unit_tests/nn/xor/app.unit_test.nn.xor.singlenode.properties");
    polr_ir.Setup();

    polr_ir.SimulateRun();

    MasterNode master = (MasterNode) polr_ir.getMaster();
   
    System.out.println("\n\nComplete: ");

//    XOR_DatasetTestUtils.scoreNeuralNetworkXor( master.master_nn );
   
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Examples of tv.floe.metronome.irunit.IRUnitDriver

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public class TestThreeWorkersXOR_IR_NN {

  @Test
  public void testLearnXORFunctionViaIRNN_MLP() throws Exception {
   
    IRUnitDriver polr_ir = new IRUnitDriver("src/test/resources/run_profiles/unit_tests/nn/xor/app.unit_test.nn.xor.threeworkers.properties");
    polr_ir.Setup();

    polr_ir.SimulateRun();

   
//    WorkerNode singleWorker = (WorkerNode)polr_ir.getWorker().get(0);
//    WorkerNode secondWorker = (WorkerNode)polr_ir.getWorker().get(1);
   
    MasterNode master = (MasterNode) polr_ir.getMaster();
   
    System.out.println("\n\nComplete: ");

//    TestTwoWorkersXOR_IR_NN.scoreNeuralNetworkXor( master.master_nn );
   
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Examples of tv.floe.metronome.irunit.IRUnitDriver

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public class Test_XOR_IR_NN_Adagrad {

  @Test
  public void testLearnXORFunctionViaIRNN_MLP() throws Exception {
   
    IRUnitDriver polr_ir = new IRUnitDriver("src/test/resources/run_profiles/unit_tests/nn/xor/app.unit_test.nn.xor.singlenode.adagrad.properties");
    polr_ir.Setup();

    polr_ir.SimulateRun();

    MasterNode master = (MasterNode) polr_ir.getMaster();
   
    System.out.println("\n\nComplete: ");

//    XOR_DatasetTestUtils.scoreNeuralNetworkXor( master.master_nn );
   
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Examples of tv.floe.metronome.irunit.IRUnitDriver

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  }
 
  @Test
  public void testLearnBCWFunctionViaIRNN_MLP() throws Exception {
   
    IRUnitDriver polr_ir = new IRUnitDriver("src/test/resources/run_profiles/unit_tests/nn/breast_cancer_wisconsin/app.unit_test.nn.bcw.properties");
    polr_ir.Setup();

    polr_ir.SimulateRun();

   
  }
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Examples of tv.floe.metronome.irunit.IRUnitDriver

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  }
 
  @Test
  public void testLearnXORFunctionViaIRNN_MLP() throws Exception {
   
    IRUnitDriver polr_ir = new IRUnitDriver("src/test/resources/run_profiles/unit_tests/nn/xor/app.unit_test.nn.xor.singlenode.properties");
    polr_ir.Setup();

    polr_ir.SimulateRun();

    WorkerNode singleWorker = (WorkerNode)polr_ir.getWorker().get(0);
   
    MasterNode master = (MasterNode) polr_ir.getMaster();
   
    System.out.println("\n\nComplete: ");
    //Utils.PrintVector( master.polr.getBeta().viewRow(0) );
    System.out.println("w1 > RMSE: " + singleWorker.lastRMSE );
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Examples of tv.floe.metronome.irunit.IRUnitDriver

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  @Test
  public void testIR_DBN_MNIST_OneWorker_TwoLabels() throws Exception {
   
    String yarn_props_file = "src/test/resources/run_profiles/unit_tests/dbn/mnist/app.unit_test.dbn.mnist.two_labels.properties";
   
    IRUnitDriver polr_ir = new IRUnitDriver( yarn_props_file );
    polr_ir.Setup();

    polr_ir.SimulateRun();

    ModelTester.evaluateModel( yarn_props_file, null, 20 );
   
   
  }
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Examples of tv.floe.metronome.irunit.IRUnitDriver

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    // setup the two input files
    String yarn_props_file = "src/test/resources/run_profiles/unit_tests/dbn/mnist/app.unit_test.dbn.mnist.two_workers.two_labels.properties";
   
    // run the simulator
    IRUnitDriver polr_ir = new IRUnitDriver( yarn_props_file );
    polr_ir.Setup();

    polr_ir.SimulateRun();

    // evaluate the saved model
    // - read the saved model location from the yarn props file
    // - read the input test vectors
    ModelTester.evaluateModel( yarn_props_file, null, 20 );
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Examples of tv.floe.metronome.irunit.IRUnitDriver

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    String yarn_props_file = "src/test/resources/run_profiles/unit_tests/dbn/mnist/app.unit_test.dbn.mnist.three_workers.two_labels.properties";
   
   
    // run the simulator
   
    IRUnitDriver polr_ir = new IRUnitDriver( yarn_props_file );
    polr_ir.Setup();

    polr_ir.SimulateRun();

   
    // evaluate the saved model
    // - read the saved model location from the yarn props file
    // - read the input test vectors
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Examples of tv.floe.metronome.irunit.IRUnitDriver

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    // setup the two input files
    String yarn_props_file = "src/test/resources/run_profiles/unit_tests/dbn/mnist/app.unit_test.dbn.mnist.two_workers.two_labels.smallsplit.properties";
   
    // run the simulator
    IRUnitDriver polr_ir = new IRUnitDriver( yarn_props_file );
    polr_ir.Setup();

    polr_ir.SimulateRun();

   
    // evaluate the saved model
    ModelTester.evaluateModel( yarn_props_file, null, 20 );
   
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Examples of tv.floe.metronome.irunit.IRUnitDriver

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    // setup the two input files
    String yarn_props_file = "src/test/resources/run_profiles/unit_tests/dbn/mnist/app.unit_test.dbn.mnist.two_workers.two_labels.jaggedsplit.properties";
   
    // run the simulator
    IRUnitDriver polr_ir = new IRUnitDriver( yarn_props_file );
    polr_ir.Setup();

    polr_ir.SimulateRun();

   
    // evaluate the saved model
    ModelTester.evaluateModel( yarn_props_file, null, 20 );
   
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