| /* |
| * Licensed to the Apache Software Foundation (ASF) under one |
| * or more contributor license agreements. See the NOTICE file |
| * distributed with this work for additional information |
| * regarding copyright ownership. The ASF licenses this file |
| * to you under the Apache License, Version 2.0 (the |
| * "License"); you may not use this file except in compliance |
| * with the License. You may obtain a copy of the License at |
| * |
| * http://www.apache.org/licenses/LICENSE-2.0 |
| * |
| * Unless required by applicable law or agreed to in writing, |
| * software distributed under the License is distributed on an |
| * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| * KIND, either express or implied. See the License for the |
| * specific language governing permissions and limitations |
| * under the License. |
| */ |
| |
| package org.apache.sysds.test.functions.codegen; |
| |
| import java.io.File; |
| import java.util.HashMap; |
| |
| import org.junit.Assert; |
| import org.junit.Test; |
| import org.apache.sysds.common.Types.ExecMode; |
| import org.apache.sysds.hops.OptimizerUtils; |
| import org.apache.sysds.lops.LopProperties.ExecType; |
| import org.apache.sysds.runtime.matrix.data.MatrixValue.CellIndex; |
| import org.apache.sysds.test.AutomatedTestBase; |
| import org.apache.sysds.test.TestConfiguration; |
| import org.apache.sysds.test.TestUtils; |
| |
| public class RowConv2DOperationsTest extends AutomatedTestBase |
| { |
| private final static String TEST_NAME1 = "RowConv2DTest"; |
| private final static String TEST_DIR = "functions/codegen/"; |
| private final static String TEST_CLASS_DIR = TEST_DIR + RowConv2DOperationsTest.class.getSimpleName() + "/"; |
| |
| private final static String TEST_CONF = "SystemDS-config-codegen.xml"; |
| private final static File TEST_CONF_FILE = new File(SCRIPT_DIR + TEST_DIR, TEST_CONF); |
| |
| private static final double eps = Math.pow(10, -10); |
| |
| @Override |
| public void setUp() { |
| TestUtils.clearAssertionInformation(); |
| addTestConfiguration(TEST_NAME1, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME1, new String[] {"B"})); |
| } |
| |
| @Test |
| public void testConv2DDenseDenseCP() { |
| runConv2DTest(TEST_NAME1, true, 16, 64, 1, 3, 2, 1, 0, false, false, ExecType.CP); |
| } |
| |
| @Test |
| public void testConv2DSparseDenseCP() { |
| runConv2DTest(TEST_NAME1, true, 16, 64, 1, 3, 2, 1, 0, true, false, ExecType.CP); |
| } |
| |
| @Test |
| public void testConv2DDenseDenseSP() { |
| runConv2DTest(TEST_NAME1, true, 16, 64, 1, 3, 2, 1, 0, false, false, ExecType.SPARK); |
| } |
| |
| @Test |
| public void testConv2DSparseDenseSP() { |
| runConv2DTest(TEST_NAME1, true, 16, 64, 1, 3, 2, 1, 0, true, false, ExecType.SPARK); |
| } |
| |
| public void runConv2DTest(String testname, boolean rewrites, int imgSize, int numImg, int numChannels, |
| int numFilters, int filterSize, int stride, int pad, boolean sparse1, boolean sparse2, ExecType et) |
| { |
| boolean oldFlag = OptimizerUtils.ALLOW_ALGEBRAIC_SIMPLIFICATION; |
| ExecMode platformOld = setExecMode(et); |
| |
| try |
| { |
| String sparseVal1 = String.valueOf(sparse1).toUpperCase(); |
| String sparseVal2 = String.valueOf(sparse2).toUpperCase(); |
| TestConfiguration config = getTestConfiguration(testname); |
| loadTestConfiguration(config); |
| |
| String HOME = SCRIPT_DIR + TEST_DIR; |
| fullDMLScriptName = HOME + testname + ".dml"; |
| programArgs = new String[]{"recompile_runtime", "-stats", "-args", |
| String.valueOf(imgSize), String.valueOf(numImg), String.valueOf(numChannels), |
| String.valueOf(numFilters), String.valueOf(filterSize), String.valueOf(stride), |
| String.valueOf(pad), output("B"), sparseVal1, sparseVal2 }; |
| |
| fullRScriptName = HOME + testname + ".R"; |
| rCmd = getRCmd(String.valueOf(imgSize), String.valueOf(numImg), String.valueOf(numChannels), |
| String.valueOf(numFilters), String.valueOf(filterSize), String.valueOf(stride), |
| String.valueOf(pad), expectedDir(), sparseVal1, sparseVal2); |
| |
| OptimizerUtils.ALLOW_ALGEBRAIC_SIMPLIFICATION = rewrites; |
| |
| runTest(true, false, null, -1); |
| runRScript(true); |
| |
| //compare matrices |
| HashMap<CellIndex, Double> dmlfile = readDMLMatrixFromHDFS("B"); |
| HashMap<CellIndex, Double> rfile = readRMatrixFromFS("B"); |
| TestUtils.compareMatrices(dmlfile, rfile, eps, "Stat-DML", "Stat-R"); |
| Assert.assertTrue(heavyHittersContainsSubString("spoofRA") |
| || heavyHittersContainsSubString("sp_spoofRA")); |
| } |
| finally { |
| resetExecMode(platformOld); |
| OptimizerUtils.ALLOW_ALGEBRAIC_SIMPLIFICATION = oldFlag; |
| OptimizerUtils.ALLOW_AUTO_VECTORIZATION = true; |
| OptimizerUtils.ALLOW_OPERATOR_FUSION = true; |
| } |
| } |
| |
| /** |
| * Override default configuration with custom test configuration to ensure |
| * scratch space and local temporary directory locations are also updated. |
| */ |
| @Override |
| protected File getConfigTemplateFile() { |
| // Instrumentation in this test's output log to show custom configuration file used for template. |
| System.out.println("This test case overrides default configuration with " + TEST_CONF_FILE.getPath()); |
| return TEST_CONF_FILE; |
| } |
| } |