/******************************************************************************* * Copyright (c) 2015-2018 Skymind, Inc. * * This program and the accompanying materials are made available under the * terms of the Apache License, Version 2.0 which is available at * https://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. * * SPDX-License-Identifier: Apache-2.0 ******************************************************************************/ // // Created by agibsonccc on 1/15/17. // #include #include "testinclude.h" #include #include #include class ReduceTest : public testing::Test { public: Nd4jLong shape[2] = {500,3}; float x[1500] = 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float result[1500] = {0}; int dimension[1] = {0}; std::vector dim = {0}; int dimensionLength = 1; float theoreticalMin[3] = {4,2,3}; float theoreticalMax[3] = {2000.00, 1000.00, 1500.00}; float theoreticalRange[3] = {1996.00, 998.00, 1497.00}; }; class StdTest : public testing::Test { public: Nd4jLong examplesShape[4] = {10,5,10,15}; int dimensionsForStd[3] = {0,2,3}; std::vector dimsForStd = {0,2,3}; int dimensionLength = 3; //standard deviation int opNum = 1; float x[7500] 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}; class EuclideanDistanceTest : public testing::Test { public: float x[16] = {1,2,3,4,5,6,7,8,1,2,3,4,5,6,7,8}; float y[16] = {2,3,4,5,6,7,8,9,2,3,4,5,6,7,8,9}; float result[9] = {0}; Nd4jLong shapeBuffer[12] = {4,2,2,2,2,8,4,2,1,0,1,99}; int dimensionLength = 3; int dimension[3] = {1,2,3}; float extraVals[2] = {0,0}; int opNum = 1; std::vector dim = {1, 2, 3}; }; #ifndef __CUDABLAS__ TEST_F(EuclideanDistanceTest,Test1) { //int *tadShapeBuffer = shape::computeResultShape(shapeBuffer,dimension,dimensionLength); nd4j::ArrayOptions::setDataType(shapeBuffer, nd4j::DataType::FLOAT32); auto tadShapeBuffer = nd4j::ShapeUtils::evalReduceShapeInfo('c', dim, shapeBuffer, false, true, nullptr); //shape::printShapeInfoLinear("tadShape", tadShapeBuffer); functions::reduce3::Reduce3::exec(opNum, x, shapeBuffer, extraVals, y, shapeBuffer, result, tadShapeBuffer, dimension, dimensionLength, 0, 2); ASSERT_EQ(result[1],result[0]); } TEST_F(StdTest,MultiDimTest) { auto xShapeInfo = shape::shapeBuffer(4, nd4j::DataType::FLOAT32, examplesShape); //int *resultShapeInfo = shape::computeResultShape(xShapeInfo,dimensionsForStd,dimensionLength); auto resultShapeInfo = nd4j::ShapeUtils::evalReduceShapeInfo('c', dimsForStd, xShapeInfo, false, true, nullptr); int resultLengthAssertion = 5; ASSERT_EQ(resultLengthAssertion,shape::length(resultShapeInfo)); shape::TAD *tad = new shape::TAD; tad->init(xShapeInfo,dimensionsForStd,dimensionLength); float none[1] = {0}; tad->createTadOnlyShapeInfo(); tad->createOffsets(); int tadElementWiseStride = shape::elementWiseStride(tad->tadOnlyShapeInfo); ASSERT_EQ(0,tadElementWiseStride); float *result = new float[shape::length(resultShapeInfo)]; functions::reduce::ReduceFloatFunction::exec( opNum, x, xShapeInfo, none, result, resultShapeInfo, dimensionsForStd, dimensionLength, tad->tadOnlyShapeInfo, tad->tadOffsets, 0, shape::length(resultShapeInfo)); // for(int i = 0; i < shape::length(resultShapeInfo); i++) // printf("%f\n",result[i]); delete[] result; delete tad; delete[] xShapeInfo; } TEST_F(ReduceTest,MatrixTest) { int opNum = 4; auto xShapeInfo = nd4j::ShapeBuilders::createShapeInfo(nd4j::DataType::FLOAT32, 'c', 2, shape); //int *resultShapeInfo = shape::computeResultShape(xShapeInfo,dimension,dimensionLength); auto resultShapeInfo = nd4j::ShapeUtils::evalReduceShapeInfo('c', dim, xShapeInfo, false, true, nullptr); int resultLengthAssertion = 3; ASSERT_EQ(resultLengthAssertion,shape::length(resultShapeInfo)); shape::TAD *tad = new shape::TAD; tad->init(xShapeInfo,dimension,dimensionLength); float none[1] = {0}; tad->createTadOnlyShapeInfo(); tad->createOffsets(); auto tadElementWiseStride = shape::elementWiseStride(tad->tadOnlyShapeInfo); ASSERT_EQ(3,tadElementWiseStride); functions::reduce::ReduceFloatFunction::exec( opNum, x, xShapeInfo, none, result, resultShapeInfo, dimension, dimensionLength, tad->tadOnlyShapeInfo, tad->tadOffsets, 0, tad->numTads); // for(int i = 0; i < shape::length(resultShapeInfo); i++) // printf("%f\n",result[i]); delete tad; delete[] xShapeInfo; } #endif