diff --git a/.github/workflows/cpu-integration-tests.yaml b/.github/workflows/cpu-integration-tests.yaml index dff8b29ad..bba0e345d 100644 --- a/.github/workflows/cpu-integration-tests.yaml +++ b/.github/workflows/cpu-integration-tests.yaml @@ -31,7 +31,7 @@ jobs: protoc --version cd dl4j-test-resources-master && mvn clean install -DskipTests && cd .. export OMP_NUM_THREADS=1 - mvn -Pintegration-tests -Ptestresources -Dlibnd4j.buildthreads=1 -Ptest-nd4j-native -Dlibnd4j.chip=cpu clean test + mvn -Pintegration-tests -Ptestresources -Dlibnd4j.buildthreads=1 -Pnd4j-tests-cpu -Dlibnd4j.chip=cpu clean test windows-x86_64: runs-on: windows-2019 @@ -44,7 +44,7 @@ jobs: run: | set "PATH=C:\msys64\usr\bin;%PATH%" export OMP_NUM_THREADS=1 - mvn -DskipTestResourceEnforcement=true -Pintegration-tests -Ptestresources -Dlibnd4j.buildthreads=1 -Dlibnd4j.build="Debug" -Djavacpp.platform=windows-x86_64 -libnd4j.platform=windows-x86_64 -Ptest-nd4j-native -Dlibnd4j.chip=cpu clean test + mvn -DskipTestResourceEnforcement=true -Pintegration-tests -Ptestresources -Dlibnd4j.buildthreads=1 -Dlibnd4j.build="Debug" -Djavacpp.platform=windows-x86_64 -libnd4j.platform=windows-x86_64 -Pnd4j-tests-cpu -Dlibnd4j.chip=cpu clean test @@ -60,5 +60,5 @@ jobs: run: | brew install unzip ccache gcc swig autoconf-archive automake cmake libomp libtool libusb ant maven nasm xz pkg-config sdl gpg1 bison flex perl ragel binutils gradle gmp isl libmpc mpfr wget python export OMP_NUM_THREADS=1 - mvn -Pintegration-tests -Dlibnd4j.build="Debug" -Dlibnd4j.buildthreads=1 -Ptestresources -Djavacpp.platform=macosx-x86_64 -libnd4j.platform=macosx-x86_64 -Ptest-nd4j-native -Dlibnd4j.chip=cpu clean test + mvn -Pintegration-tests -Dlibnd4j.build="Debug" -Dlibnd4j.buildthreads=1 -Ptestresources -Djavacpp.platform=macosx-x86_64 -libnd4j.platform=macosx-x86_64 -Pnd4j-tests-cpu -Dlibnd4j.chip=cpu clean test diff --git a/.github/workflows/cpu-sanity-check-tests.yaml b/.github/workflows/cpu-sanity-check-tests.yaml index 2737672bc..fbc2514cf 100644 --- a/.github/workflows/cpu-sanity-check-tests.yaml +++ b/.github/workflows/cpu-sanity-check-tests.yaml @@ -31,7 +31,7 @@ jobs: protoc --version cd dl4j-test-resources-master && mvn clean install -DskipTests && cd .. export OMP_NUM_THREADS=1 - mvn -Ptestresources -pl ":deeplearning4j-modelimport,:deeplearning4j-core,:nd4j-native,:samediff-import,:libnd4j" -Dlibnd4j.buildthreads=1 -Ptest-nd4j-native -Dlibnd4j.chip=cpu clean test + mvn -Ptestresources -pl ":deeplearning4j-modelimport,:deeplearning4j-core,:nd4j-native,:samediff-import,:libnd4j" -Dlibnd4j.buildthreads=1 -Pnd4j-tests-cpu -Dlibnd4j.chip=cpu clean test windows-x86_64: runs-on: windows-2019 @@ -44,7 +44,7 @@ jobs: run: | set "PATH=C:\msys64\usr\bin;%PATH%" export OMP_NUM_THREADS=1 - mvn -pl ":deeplearning4j-modelimport,:deeplearning4j-core,:nd4j-native,:samediff-import,:libnd4j" -DskipTestResourceEnforcement=true -Ptestresources -Dlibnd4j.buildthreads=1 -Dlibnd4j.build="Debug" -Djavacpp.platform=windows-x86_64 -libnd4j.platform=windows-x86_64 -Ptest-nd4j-native -Dlibnd4j.chip=cpu clean test + mvn -pl ":deeplearning4j-modelimport,:deeplearning4j-core,:nd4j-native,:samediff-import,:libnd4j" -DskipTestResourceEnforcement=true -Ptestresources -Dlibnd4j.buildthreads=1 -Dlibnd4j.build="Debug" -Djavacpp.platform=windows-x86_64 -libnd4j.platform=windows-x86_64 -Pnd4j-tests-cpu -Dlibnd4j.chip=cpu clean test @@ -60,5 +60,5 @@ jobs: run: | brew install unzip ccache gcc swig autoconf-archive automake cmake libomp libtool libusb ant maven nasm xz pkg-config sdl gpg1 bison flex perl ragel binutils gradle gmp isl libmpc mpfr wget python export OMP_NUM_THREADS=1 - mvn -pl ":deeplearning4j-modelimport,:deeplearning4j-core,:nd4j-native,:samediff-import,:libnd4j" -Dlibnd4j.build="Debug" -Dlibnd4j.buildthreads=1 -Ptestresources -Djavacpp.platform=macosx-x86_64 -libnd4j.platform=macosx-x86_64 -Ptest-nd4j-native -Dlibnd4j.chip=cpu clean test + mvn -pl ":deeplearning4j-modelimport,:deeplearning4j-core,:nd4j-native,:samediff-import,:libnd4j" -Dlibnd4j.build="Debug" -Dlibnd4j.buildthreads=1 -Ptestresources -Djavacpp.platform=macosx-x86_64 -libnd4j.platform=macosx-x86_64 -Pnd4j-tests-cpu -Dlibnd4j.chip=cpu clean test diff --git a/.github/workflows/run-cpu-tests-sanity-checks.yml b/.github/workflows/run-cpu-tests-sanity-checks.yml index 47202170c..c44ae3f03 100644 --- a/.github/workflows/run-cpu-tests-sanity-checks.yml +++ b/.github/workflows/run-cpu-tests-sanity-checks.yml @@ -34,5 +34,5 @@ jobs: cmake --version protoc --version export OMP_NUM_THREADS=1 - mvn -DskipTestResourceEnforcement=true -Ptestresources -pl ":deeplearning4j-modelimport,:deeplearning4j-core,:nd4j-native,:samediff-import,:libnd4j" -Ptest-nd4j-native --also-make clean test + mvn -DskipTestResourceEnforcement=true -Ptestresources -pl ":deeplearning4j-modelimport,:deeplearning4j-core,:nd4j-native,:samediff-import,:libnd4j" -Pnd4j-tests-cpu --also-make clean test diff --git a/datavec/datavec-api/pom.xml b/datavec/datavec-api/pom.xml index fc091c5dd..0c7971201 100644 --- a/datavec/datavec-api/pom.xml +++ b/datavec/datavec-api/pom.xml @@ -109,10 +109,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/datavec/datavec-api/src/test/java/org/datavec/api/records/reader/impl/FileBatchRecordReaderTest.java b/datavec/datavec-api/src/test/java/org/datavec/api/records/reader/impl/FileBatchRecordReaderTest.java index 87d313ded..f59a264df 100644 --- a/datavec/datavec-api/src/test/java/org/datavec/api/records/reader/impl/FileBatchRecordReaderTest.java +++ b/datavec/datavec-api/src/test/java/org/datavec/api/records/reader/impl/FileBatchRecordReaderTest.java @@ -30,6 +30,8 @@ import org.datavec.api.writable.Writable; import org.junit.jupiter.api.Test; import org.junit.jupiter.api.io.TempDir; +import org.junit.jupiter.params.ParameterizedTest; +import org.junit.jupiter.params.provider.MethodSource; import org.nd4j.common.tests.BaseND4JTest; import org.nd4j.common.loader.FileBatch; import java.io.File; @@ -40,13 +42,16 @@ import static org.junit.jupiter.api.Assertions.*; import org.junit.jupiter.api.DisplayName; import java.nio.file.Path; import org.junit.jupiter.api.extension.ExtendWith; +import org.nd4j.linalg.factory.Nd4jBackend; @DisplayName("File Batch Record Reader Test") -class FileBatchRecordReaderTest extends BaseND4JTest { +public class FileBatchRecordReaderTest extends BaseND4JTest { + @TempDir Path testDir; - @Test + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") @DisplayName("Test Csv") - void testCsv(@TempDir Path testDir) throws Exception { + void testCsv(Nd4jBackend backend) throws Exception { // This is an unrealistic use case - one line/record per CSV File baseDir = testDir.toFile(); List fileList = new ArrayList<>(); @@ -75,9 +80,10 @@ class FileBatchRecordReaderTest extends BaseND4JTest { } } - @Test + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") @DisplayName("Test Csv Sequence") - void testCsvSequence(@TempDir Path testDir) throws Exception { + void testCsvSequence(Nd4jBackend backend) throws Exception { // CSV sequence - 3 lines per file, 10 files File baseDir = testDir.toFile(); List fileList = new ArrayList<>(); diff --git a/datavec/datavec-api/src/test/java/org/datavec/api/transform/ops/AggregatorImplsTest.java b/datavec/datavec-api/src/test/java/org/datavec/api/transform/ops/AggregatorImplsTest.java index c2549b405..fa1d82279 100644 --- a/datavec/datavec-api/src/test/java/org/datavec/api/transform/ops/AggregatorImplsTest.java +++ b/datavec/datavec-api/src/test/java/org/datavec/api/transform/ops/AggregatorImplsTest.java @@ -21,7 +21,6 @@ package org.datavec.api.transform.ops; import org.junit.jupiter.api.Test; -import org.junit.rules.ExpectedException; import org.nd4j.common.tests.BaseND4JTest; import java.util.ArrayList; import java.util.Arrays; diff --git a/datavec/datavec-arrow/pom.xml b/datavec/datavec-arrow/pom.xml index 0d30f07a9..f19f5d6ba 100644 --- a/datavec/datavec-arrow/pom.xml +++ b/datavec/datavec-arrow/pom.xml @@ -60,10 +60,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/datavec/datavec-data/datavec-data-image/pom.xml b/datavec/datavec-data/datavec-data-image/pom.xml index 20f4a7d9e..1b786b59a 100644 --- a/datavec/datavec-data/datavec-data-image/pom.xml +++ b/datavec/datavec-data/datavec-data-image/pom.xml @@ -119,10 +119,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/datavec/datavec-data/pom.xml b/datavec/datavec-data/pom.xml index d5bfd6d05..8ed687669 100644 --- a/datavec/datavec-data/pom.xml +++ b/datavec/datavec-data/pom.xml @@ -59,10 +59,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/datavec/datavec-excel/pom.xml b/datavec/datavec-excel/pom.xml index 9b532ca1e..7e3d2dbd2 100644 --- a/datavec/datavec-excel/pom.xml +++ b/datavec/datavec-excel/pom.xml @@ -57,10 +57,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/datavec/datavec-jdbc/pom.xml b/datavec/datavec-jdbc/pom.xml index 39bd2cff1..0339dbe98 100644 --- a/datavec/datavec-jdbc/pom.xml +++ b/datavec/datavec-jdbc/pom.xml @@ -65,10 +65,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/datavec/datavec-local/pom.xml b/datavec/datavec-local/pom.xml index 195ed2cb4..9f0480274 100644 --- a/datavec/datavec-local/pom.xml +++ b/datavec/datavec-local/pom.xml @@ -61,25 +61,18 @@ nd4j-common - org.datavec - datavec-geo + org.nd4j + python4j-numpy ${project.version} - test - - - org.datavec - datavec-python - ${project.version} - test - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/datavec/datavec-local/src/test/java/org/datavec/local/transforms/transform/ExecutionTest.java b/datavec/datavec-local/src/test/java/org/datavec/local/transforms/transform/ExecutionTest.java index 4a85c255b..8284d22b7 100644 --- a/datavec/datavec-local/src/test/java/org/datavec/local/transforms/transform/ExecutionTest.java +++ b/datavec/datavec-local/src/test/java/org/datavec/local/transforms/transform/ExecutionTest.java @@ -29,7 +29,6 @@ import org.datavec.api.transform.reduce.Reducer; import org.datavec.api.transform.schema.Schema; import org.datavec.api.transform.schema.SequenceSchema; import org.datavec.api.writable.*; -import org.datavec.python.PythonTransform; import org.datavec.local.transforms.LocalTransformExecutor; import org.junit.jupiter.api.Disabled; import org.junit.jupiter.api.Test; @@ -39,7 +38,6 @@ import org.nd4j.linalg.ops.transforms.Transforms; import java.util.*; import static org.junit.jupiter.api.Assertions.assertEquals; import org.junit.jupiter.api.DisplayName; -import org.junit.jupiter.api.extension.ExtendWith; import static java.time.Duration.ofMillis; import static org.junit.jupiter.api.Assertions.assertTimeout; @@ -166,37 +164,8 @@ class ExecutionTest { List> out = outRdd; List> expOut = Arrays.asList(Arrays.asList(new IntWritable(0), new Text("first"), new DoubleWritable(4.0)), Arrays.asList(new IntWritable(1), new Text("f"), new DoubleWritable(40.0))); out = new ArrayList<>(out); - Collections.sort(out, new Comparator>() { - - @Override - public int compare(List o1, List o2) { - return Integer.compare(o1.get(0).toInt(), o2.get(0).toInt()); - } - }); + Collections.sort(out, Comparator.comparingInt(o -> o.get(0).toInt())); assertEquals(expOut, out); } - @Test - @Disabled("AB 2019/05/21 - Fine locally, timeouts on CI - Issue #7657 and #7771") - @DisplayName("Test Python Execution Ndarray") - void testPythonExecutionNdarray() { - assertTimeout(ofMillis(60000), () -> { - Schema schema = new Schema.Builder().addColumnNDArray("first", new long[] { 1, 32577 }).addColumnNDArray("second", new long[] { 1, 32577 }).build(); - TransformProcess transformProcess = new TransformProcess.Builder(schema).transform(PythonTransform.builder().code("first = np.sin(first)\nsecond = np.cos(second)").outputSchema(schema).build()).build(); - List> functions = new ArrayList<>(); - List firstRow = new ArrayList<>(); - INDArray firstArr = Nd4j.linspace(1, 4, 4); - INDArray secondArr = Nd4j.linspace(1, 4, 4); - firstRow.add(new NDArrayWritable(firstArr)); - firstRow.add(new NDArrayWritable(secondArr)); - functions.add(firstRow); - List> execute = LocalTransformExecutor.execute(functions, transformProcess); - INDArray firstResult = ((NDArrayWritable) execute.get(0).get(0)).get(); - INDArray secondResult = ((NDArrayWritable) execute.get(0).get(1)).get(); - INDArray expected = Transforms.sin(firstArr); - INDArray secondExpected = Transforms.cos(secondArr); - assertEquals(expected, firstResult); - assertEquals(secondExpected, secondResult); - }); - } } diff --git a/datavec/datavec-local/src/test/java/org/datavec/local/transforms/transform/TestGeoTransforms.java b/datavec/datavec-local/src/test/java/org/datavec/local/transforms/transform/TestGeoTransforms.java deleted file mode 100644 index f81fdfd2e..000000000 --- a/datavec/datavec-local/src/test/java/org/datavec/local/transforms/transform/TestGeoTransforms.java +++ /dev/null @@ -1,155 +0,0 @@ -/* - * ****************************************************************************** - * * - * * - * * 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. - * * - * * See the NOTICE file distributed with this work for additional - * * information regarding copyright ownership. - * * 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 - * ***************************************************************************** - */ - -package org.datavec.local.transforms.transform; - -import org.datavec.api.transform.ColumnType; -import org.datavec.api.transform.Transform; -import org.datavec.api.transform.geo.LocationType; -import org.datavec.api.transform.schema.Schema; -import org.datavec.api.transform.transform.geo.CoordinatesDistanceTransform; -import org.datavec.api.transform.transform.geo.IPAddressToCoordinatesTransform; -import org.datavec.api.transform.transform.geo.IPAddressToLocationTransform; -import org.datavec.api.writable.DoubleWritable; -import org.datavec.api.writable.Text; -import org.datavec.api.writable.Writable; -import org.junit.AfterClass; -import org.junit.BeforeClass; -import org.junit.jupiter.api.BeforeAll; -import org.junit.jupiter.api.Test; -import org.nd4j.common.io.ClassPathResource; - -import java.io.*; -import java.util.Arrays; -import java.util.Collections; -import java.util.List; - -import static org.junit.jupiter.api.Assertions.assertEquals; - -/** - * @author saudet - */ -public class TestGeoTransforms { - - @BeforeAll - public static void beforeClass() throws Exception { - //Use test resources version to avoid tests suddenly failing due to IP/Location DB content changing - File f = new ClassPathResource("datavec-geo/GeoIP2-City-Test.mmdb").getFile(); - System.setProperty(IPAddressToLocationTransform.GEOIP_FILE_PROPERTY, f.getPath()); - } - - @AfterClass - public static void afterClass(){ - System.setProperty(IPAddressToLocationTransform.GEOIP_FILE_PROPERTY, ""); - } - - - @Test - public void testCoordinatesDistanceTransform() throws Exception { - Schema schema = new Schema.Builder().addColumnString("point").addColumnString("mean").addColumnString("stddev") - .build(); - - Transform transform = new CoordinatesDistanceTransform("dist", "point", "mean", "stddev", "\\|"); - transform.setInputSchema(schema); - - Schema out = transform.transform(schema); - assertEquals(4, out.numColumns()); - assertEquals(Arrays.asList("point", "mean", "stddev", "dist"), out.getColumnNames()); - assertEquals(Arrays.asList(ColumnType.String, ColumnType.String, ColumnType.String, ColumnType.Double), - out.getColumnTypes()); - - assertEquals(Arrays.asList((Writable) new Text("-30"), new Text("20"), new Text("10"), new DoubleWritable(5.0)), - transform.map(Arrays.asList((Writable) new Text("-30"), new Text("20"), new Text("10")))); - assertEquals(Arrays.asList((Writable) new Text("50|40"), new Text("10|-20"), new Text("10|5"), - new DoubleWritable(Math.sqrt(160))), - transform.map(Arrays.asList((Writable) new Text("50|40"), new Text("10|-20"), - new Text("10|5")))); - } - - @Test - public void testIPAddressToCoordinatesTransform() throws Exception { - Schema schema = new Schema.Builder().addColumnString("column").build(); - - Transform transform = new IPAddressToCoordinatesTransform("column", "CUSTOM_DELIMITER"); - transform.setInputSchema(schema); - - Schema out = transform.transform(schema); - - assertEquals(1, out.getColumnMetaData().size()); - assertEquals(ColumnType.String, out.getMetaData(0).getColumnType()); - - String in = "81.2.69.160"; - double latitude = 51.5142; - double longitude = -0.0931; - - List writables = transform.map(Collections.singletonList((Writable) new Text(in))); - assertEquals(1, writables.size()); - String[] coordinates = writables.get(0).toString().split("CUSTOM_DELIMITER"); - assertEquals(2, coordinates.length); - assertEquals(latitude, Double.parseDouble(coordinates[0]), 0.1); - assertEquals(longitude, Double.parseDouble(coordinates[1]), 0.1); - - //Check serialization: things like DatabaseReader etc aren't serializable, hence we need custom serialization :/ - ByteArrayOutputStream baos = new ByteArrayOutputStream(); - ObjectOutputStream oos = new ObjectOutputStream(baos); - oos.writeObject(transform); - - byte[] bytes = baos.toByteArray(); - - ByteArrayInputStream bais = new ByteArrayInputStream(bytes); - ObjectInputStream ois = new ObjectInputStream(bais); - - Transform deserialized = (Transform) ois.readObject(); - writables = deserialized.map(Collections.singletonList((Writable) new Text(in))); - assertEquals(1, writables.size()); - coordinates = writables.get(0).toString().split("CUSTOM_DELIMITER"); - //System.out.println(Arrays.toString(coordinates)); - assertEquals(2, coordinates.length); - assertEquals(latitude, Double.parseDouble(coordinates[0]), 0.1); - assertEquals(longitude, Double.parseDouble(coordinates[1]), 0.1); - } - - @Test - public void testIPAddressToLocationTransform() throws Exception { - Schema schema = new Schema.Builder().addColumnString("column").build(); - LocationType[] locationTypes = LocationType.values(); - String in = "81.2.69.160"; - String[] locations = {"London", "2643743", "Europe", "6255148", "United Kingdom", "2635167", - "51.5142:-0.0931", "", "England", "6269131"}; //Note: no postcode in this test DB for this record - - for (int i = 0; i < locationTypes.length; i++) { - LocationType locationType = locationTypes[i]; - String location = locations[i]; - - Transform transform = new IPAddressToLocationTransform("column", locationType); - transform.setInputSchema(schema); - - Schema out = transform.transform(schema); - - assertEquals(1, out.getColumnMetaData().size()); - assertEquals(ColumnType.String, out.getMetaData(0).getColumnType()); - - List writables = transform.map(Collections.singletonList((Writable) new Text(in))); - assertEquals(1, writables.size()); - assertEquals(location, writables.get(0).toString()); - //System.out.println(location); - } - } -} diff --git a/datavec/datavec-local/src/test/java/org/datavec/local/transforms/transform/TestPythonTransformProcess.java b/datavec/datavec-local/src/test/java/org/datavec/local/transforms/transform/TestPythonTransformProcess.java deleted file mode 100644 index 2ef20194d..000000000 --- a/datavec/datavec-local/src/test/java/org/datavec/local/transforms/transform/TestPythonTransformProcess.java +++ /dev/null @@ -1,386 +0,0 @@ -/* - * ****************************************************************************** - * * - * * - * * 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. - * * - * * See the NOTICE file distributed with this work for additional - * * information regarding copyright ownership. - * * 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 - * ***************************************************************************** - */ - -package org.datavec.local.transforms.transform; - -import org.datavec.api.transform.TransformProcess; -import org.datavec.api.transform.condition.Condition; -import org.datavec.api.transform.filter.ConditionFilter; -import org.datavec.api.transform.filter.Filter; -import org.datavec.api.transform.schema.Schema; -import org.datavec.local.transforms.LocalTransformExecutor; - -import org.datavec.api.writable.*; -import org.datavec.python.PythonCondition; -import org.datavec.python.PythonTransform; -import org.junit.jupiter.api.Test; -import org.junit.jupiter.api.Timeout; -import org.nd4j.linalg.api.buffer.DataType; -import org.nd4j.linalg.api.ndarray.INDArray; -import org.nd4j.linalg.factory.Nd4j; - -import javax.annotation.concurrent.NotThreadSafe; -import java.util.ArrayList; -import java.util.Arrays; -import java.util.Collections; -import java.util.List; - - -import static org.datavec.api.transform.schema.Schema.Builder; -import static org.junit.jupiter.api.Assertions.*; - -@NotThreadSafe -public class TestPythonTransformProcess { - - - @Test() - public void testStringConcat() throws Exception{ - Builder schemaBuilder = new Builder(); - schemaBuilder - .addColumnString("col1") - .addColumnString("col2"); - - Schema initialSchema = schemaBuilder.build(); - schemaBuilder.addColumnString("col3"); - Schema finalSchema = schemaBuilder.build(); - - String pythonCode = "col3 = col1 + col2"; - - TransformProcess tp = new TransformProcess.Builder(initialSchema).transform( - PythonTransform.builder().code(pythonCode) - .outputSchema(finalSchema) - .build() - ).build(); - - List inputs = Arrays.asList((Writable)new Text("Hello "), new Text("World!")); - - List outputs = tp.execute(inputs); - assertEquals((outputs.get(0)).toString(), "Hello "); - assertEquals((outputs.get(1)).toString(), "World!"); - assertEquals((outputs.get(2)).toString(), "Hello World!"); - - } - - @Test() - @Timeout(60000L) - public void testMixedTypes() throws Exception { - Builder schemaBuilder = new Builder(); - schemaBuilder - .addColumnInteger("col1") - .addColumnFloat("col2") - .addColumnString("col3") - .addColumnDouble("col4"); - - - Schema initialSchema = schemaBuilder.build(); - schemaBuilder.addColumnInteger("col5"); - Schema finalSchema = schemaBuilder.build(); - - String pythonCode = "col5 = (int(col3) + col1 + int(col2)) * int(col4)"; - - TransformProcess tp = new TransformProcess.Builder(initialSchema).transform( - PythonTransform.builder().code(pythonCode) - .outputSchema(finalSchema) - .inputSchema(initialSchema) - .build() ).build(); - - List inputs = Arrays.asList(new IntWritable(10), - new FloatWritable(3.5f), - new Text("5"), - new DoubleWritable(2.0) - ); - - List outputs = tp.execute(inputs); - assertEquals(((LongWritable)outputs.get(4)).get(), 36); - } - - @Test() - @Timeout(60000L) - public void testNDArray() throws Exception { - long[] shape = new long[]{3, 2}; - INDArray arr1 = Nd4j.rand(shape); - INDArray arr2 = Nd4j.rand(shape); - - INDArray expectedOutput = arr1.add(arr2); - - Builder schemaBuilder = new Builder(); - schemaBuilder - .addColumnNDArray("col1", shape) - .addColumnNDArray("col2", shape); - - Schema initialSchema = schemaBuilder.build(); - schemaBuilder.addColumnNDArray("col3", shape); - Schema finalSchema = schemaBuilder.build(); - - String pythonCode = "col3 = col1 + col2"; - TransformProcess tp = new TransformProcess.Builder(initialSchema).transform( - PythonTransform.builder().code(pythonCode) - .outputSchema(finalSchema) - .build() ).build(); - - List inputs = Arrays.asList( - (Writable) - new NDArrayWritable(arr1), - new NDArrayWritable(arr2) - ); - - List outputs = tp.execute(inputs); - assertEquals(arr1, ((NDArrayWritable)outputs.get(0)).get()); - assertEquals(arr2, ((NDArrayWritable)outputs.get(1)).get()); - assertEquals(expectedOutput,((NDArrayWritable)outputs.get(2)).get()); - - } - - @Test() - @Timeout(60000L) - public void testNDArray2() throws Exception { - long[] shape = new long[]{3, 2}; - INDArray arr1 = Nd4j.rand(shape); - INDArray arr2 = Nd4j.rand(shape); - - INDArray expectedOutput = arr1.add(arr2); - - Builder schemaBuilder = new Builder(); - schemaBuilder - .addColumnNDArray("col1", shape) - .addColumnNDArray("col2", shape); - - Schema initialSchema = schemaBuilder.build(); - schemaBuilder.addColumnNDArray("col3", shape); - Schema finalSchema = schemaBuilder.build(); - - String pythonCode = "col3 = col1 + col2"; - TransformProcess tp = new TransformProcess.Builder(initialSchema).transform( - PythonTransform.builder().code(pythonCode) - .outputSchema(finalSchema) - .build() ).build(); - - List inputs = Arrays.asList( - (Writable) - new NDArrayWritable(arr1), - new NDArrayWritable(arr2) - ); - - List outputs = tp.execute(inputs); - assertEquals(arr1, ((NDArrayWritable)outputs.get(0)).get()); - assertEquals(arr2, ((NDArrayWritable)outputs.get(1)).get()); - assertEquals(expectedOutput,((NDArrayWritable)outputs.get(2)).get()); - - } - - @Test() - @Timeout(60000L) - public void testNDArrayMixed() throws Exception{ - long[] shape = new long[]{3, 2}; - INDArray arr1 = Nd4j.rand(DataType.DOUBLE, shape); - INDArray arr2 = Nd4j.rand(DataType.DOUBLE, shape); - INDArray expectedOutput = arr1.add(arr2.castTo(DataType.DOUBLE)); - - Builder schemaBuilder = new Builder(); - schemaBuilder - .addColumnNDArray("col1", shape) - .addColumnNDArray("col2", shape); - - Schema initialSchema = schemaBuilder.build(); - schemaBuilder.addColumnNDArray("col3", shape); - Schema finalSchema = schemaBuilder.build(); - - String pythonCode = "col3 = col1 + col2"; - TransformProcess tp = new TransformProcess.Builder(initialSchema).transform( - PythonTransform.builder().code(pythonCode) - .outputSchema(finalSchema) - .build() - ).build(); - - List inputs = Arrays.asList( - (Writable) - new NDArrayWritable(arr1), - new NDArrayWritable(arr2) - ); - - List outputs = tp.execute(inputs); - assertEquals(arr1, ((NDArrayWritable)outputs.get(0)).get()); - assertEquals(arr2, ((NDArrayWritable)outputs.get(1)).get()); - assertEquals(expectedOutput,((NDArrayWritable)outputs.get(2)).get()); - - } - - @Test() - @Timeout(60000L) - public void testPythonFilter() { - Schema schema = new Builder().addColumnInteger("column").build(); - - Condition condition = new PythonCondition( - "f = lambda: column < 0" - ); - - condition.setInputSchema(schema); - - Filter filter = new ConditionFilter(condition); - - assertFalse(filter.removeExample(Collections.singletonList(new IntWritable(10)))); - assertFalse(filter.removeExample(Collections.singletonList(new IntWritable(1)))); - assertFalse(filter.removeExample(Collections.singletonList(new IntWritable(0)))); - assertTrue(filter.removeExample(Collections.singletonList(new IntWritable(-1)))); - assertTrue(filter.removeExample(Collections.singletonList(new IntWritable(-10)))); - - } - - @Test() - @Timeout(60000L) - public void testPythonFilterAndTransform() throws Exception { - Builder schemaBuilder = new Builder(); - schemaBuilder - .addColumnInteger("col1") - .addColumnFloat("col2") - .addColumnString("col3") - .addColumnDouble("col4"); - - Schema initialSchema = schemaBuilder.build(); - schemaBuilder.addColumnString("col6"); - Schema finalSchema = schemaBuilder.build(); - - Condition condition = new PythonCondition( - "f = lambda: col1 < 0 and col2 > 10.0" - ); - - condition.setInputSchema(initialSchema); - - Filter filter = new ConditionFilter(condition); - - String pythonCode = "col6 = str(col1 + col2)"; - TransformProcess tp = new TransformProcess.Builder(initialSchema).transform( - PythonTransform.builder().code(pythonCode) - .outputSchema(finalSchema) - .build() - ).filter( - filter - ).build(); - - List> inputs = new ArrayList<>(); - inputs.add( - Arrays.asList( - (Writable) - new IntWritable(5), - new FloatWritable(3.0f), - new Text("abcd"), - new DoubleWritable(2.1)) - ); - inputs.add( - Arrays.asList( - (Writable) - new IntWritable(-3), - new FloatWritable(3.0f), - new Text("abcd"), - new DoubleWritable(2.1)) - ); - inputs.add( - Arrays.asList( - (Writable) - new IntWritable(5), - new FloatWritable(11.2f), - new Text("abcd"), - new DoubleWritable(2.1)) - ); - - LocalTransformExecutor.execute(inputs,tp); - } - - - @Test - public void testPythonTransformNoOutputSpecified() throws Exception { - PythonTransform pythonTransform = PythonTransform.builder() - .code("a += 2; b = 'hello world'") - .returnAllInputs(true) - .build(); - List> inputs = new ArrayList<>(); - inputs.add(Arrays.asList((Writable)new IntWritable(1))); - Schema inputSchema = new Builder() - .addColumnInteger("a") - .build(); - - TransformProcess tp = new TransformProcess.Builder(inputSchema) - .transform(pythonTransform) - .build(); - List> execute = LocalTransformExecutor.execute(inputs, tp); - assertEquals(3,execute.get(0).get(0).toInt()); - assertEquals("hello world",execute.get(0).get(1).toString()); - - } - - @Test - public void testNumpyTransform() { - PythonTransform pythonTransform = PythonTransform.builder() - .code("a += 2; b = 'hello world'") - .returnAllInputs(true) - .build(); - - List> inputs = new ArrayList<>(); - inputs.add(Arrays.asList((Writable) new NDArrayWritable(Nd4j.scalar(1).reshape(1,1)))); - Schema inputSchema = new Builder() - .addColumnNDArray("a",new long[]{1,1}) - .build(); - - TransformProcess tp = new TransformProcess.Builder(inputSchema) - .transform(pythonTransform) - .build(); - List> execute = LocalTransformExecutor.execute(inputs, tp); - assertFalse(execute.isEmpty()); - assertNotNull(execute.get(0)); - assertNotNull(execute.get(0).get(0)); - assertNotNull(execute.get(0).get(1)); - assertEquals(Nd4j.scalar(3).reshape(1, 1),((NDArrayWritable)execute.get(0).get(0)).get()); - assertEquals("hello world",execute.get(0).get(1).toString()); - } - - @Test - public void testWithSetupRun() throws Exception { - - PythonTransform pythonTransform = PythonTransform.builder() - .code("five=None\n" + - "def setup():\n" + - " global five\n"+ - " five = 5\n\n" + - "def run(a, b):\n" + - " c = a + b + five\n"+ - " return {'c':c}\n\n") - .returnAllInputs(true) - .setupAndRun(true) - .build(); - - List> inputs = new ArrayList<>(); - inputs.add(Arrays.asList((Writable) new NDArrayWritable(Nd4j.scalar(1).reshape(1,1)), - new NDArrayWritable(Nd4j.scalar(2).reshape(1,1)))); - Schema inputSchema = new Builder() - .addColumnNDArray("a",new long[]{1,1}) - .addColumnNDArray("b", new long[]{1, 1}) - .build(); - - TransformProcess tp = new TransformProcess.Builder(inputSchema) - .transform(pythonTransform) - .build(); - List> execute = LocalTransformExecutor.execute(inputs, tp); - assertFalse(execute.isEmpty()); - assertNotNull(execute.get(0)); - assertNotNull(execute.get(0).get(0)); - assertEquals(Nd4j.scalar(8).reshape(1, 1),((NDArrayWritable)execute.get(0).get(3)).get()); - } - -} \ No newline at end of file diff --git a/datavec/datavec-spark/pom.xml b/datavec/datavec-spark/pom.xml index 27648bdfe..98d65b390 100644 --- a/datavec/datavec-spark/pom.xml +++ b/datavec/datavec-spark/pom.xml @@ -128,10 +128,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/datavec/pom.xml b/datavec/pom.xml index 6c4d9496a..d307284b1 100644 --- a/datavec/pom.xml +++ b/datavec/pom.xml @@ -92,6 +92,10 @@ org.junit.jupiter junit-jupiter-api + + org.junit.jupiter + junit-jupiter-params + org.junit.vintage junit-vintage-engine @@ -154,7 +158,7 @@ ${skipTestResourceEnforcement} - test-nd4j-native,test-nd4j-cuda-11.0 + nd4j-tests-cpu,nd4j-tests-cuda false @@ -163,23 +167,6 @@ - - maven-surefire-plugin - - - - - true - false - - org.eclipse.m2e lifecycle-mapping @@ -249,7 +236,7 @@ - test-nd4j-native + nd4j-tests-cpu org.nd4j @@ -266,7 +253,7 @@ - test-nd4j-cuda-11.0 + nd4j-tests-cuda org.nd4j @@ -286,9 +273,6 @@ org.apache.maven.plugins maven-surefire-plugin - - -Djava.library.path="${nd4j.basedir}/nd4j-backends/nd4j-backend-impls/nd4j-cuda/target/classes" - diff --git a/deeplearning4j/deeplearning4j-common-tests/pom.xml b/deeplearning4j/deeplearning4j-common-tests/pom.xml index cce6ea55d..7e1f27e15 100644 --- a/deeplearning4j/deeplearning4j-common-tests/pom.xml +++ b/deeplearning4j/deeplearning4j-common-tests/pom.xml @@ -64,7 +64,7 @@ - test-nd4j-native + nd4j-tests-cpu org.nd4j @@ -75,7 +75,7 @@ - test-nd4j-cuda-11.0 + nd4j-tests-cuda org.nd4j diff --git a/deeplearning4j/deeplearning4j-common/pom.xml b/deeplearning4j/deeplearning4j-common/pom.xml index c63939b27..e2be6465f 100644 --- a/deeplearning4j/deeplearning4j-common/pom.xml +++ b/deeplearning4j/deeplearning4j-common/pom.xml @@ -56,10 +56,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-core/pom.xml b/deeplearning4j/deeplearning4j-core/pom.xml index 655e60a8a..4fd587d9c 100644 --- a/deeplearning4j/deeplearning4j-core/pom.xml +++ b/deeplearning4j/deeplearning4j-core/pom.xml @@ -166,7 +166,7 @@ - test-nd4j-native + nd4j-tests-cpu org.nd4j @@ -177,7 +177,7 @@ - test-nd4j-cuda-11.0 + nd4j-tests-cuda org.nd4j diff --git a/deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/datasets/iterator/EarlyTerminationDataSetIteratorTest.java b/deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/datasets/iterator/EarlyTerminationDataSetIteratorTest.java index 0fe9528b8..0627eacf2 100644 --- a/deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/datasets/iterator/EarlyTerminationDataSetIteratorTest.java +++ b/deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/datasets/iterator/EarlyTerminationDataSetIteratorTest.java @@ -23,7 +23,6 @@ import org.deeplearning4j.BaseDL4JTest; import org.deeplearning4j.datasets.iterator.impl.MnistDataSetIterator; import org.junit.jupiter.api.Test; -import org.junit.rules.ExpectedException; import org.nd4j.linalg.dataset.DataSet; import org.nd4j.linalg.dataset.api.iterator.DataSetIterator; @@ -34,7 +33,6 @@ import java.util.List; import static org.junit.jupiter.api.Assertions.*; import org.junit.jupiter.api.DisplayName; -import org.junit.jupiter.api.extension.ExtendWith; @DisplayName("Early Termination Data Set Iterator Test") class EarlyTerminationDataSetIteratorTest extends BaseDL4JTest { diff --git a/deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/datasets/iterator/EarlyTerminationMultiDataSetIteratorTest.java b/deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/datasets/iterator/EarlyTerminationMultiDataSetIteratorTest.java index 6a953278b..929f802ff 100644 --- a/deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/datasets/iterator/EarlyTerminationMultiDataSetIteratorTest.java +++ b/deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/datasets/iterator/EarlyTerminationMultiDataSetIteratorTest.java @@ -21,19 +21,16 @@ package org.deeplearning4j.datasets.iterator; import org.deeplearning4j.BaseDL4JTest; import org.deeplearning4j.datasets.iterator.impl.MnistDataSetIterator; - +import org.junit.jupiter.api.DisplayName; import org.junit.jupiter.api.Test; -import org.junit.rules.ExpectedException; import org.nd4j.linalg.dataset.adapter.MultiDataSetIteratorAdapter; import org.nd4j.linalg.dataset.api.MultiDataSet; import org.nd4j.linalg.dataset.api.iterator.MultiDataSetIterator; + import java.io.IOException; import java.util.ArrayList; import java.util.List; -import org.junit.jupiter.api.DisplayName; -import org.junit.jupiter.api.extension.ExtendWith; - import static org.junit.jupiter.api.Assertions.*; @DisplayName("Early Termination Multi Data Set Iterator Test") diff --git a/deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/gradientcheck/AttentionLayerTest.java b/deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/gradientcheck/AttentionLayerTest.java index 023f35449..4dee21804 100644 --- a/deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/gradientcheck/AttentionLayerTest.java +++ b/deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/gradientcheck/AttentionLayerTest.java @@ -34,7 +34,6 @@ import org.deeplearning4j.nn.weights.WeightInit; import org.junit.jupiter.api.Disabled; import org.junit.jupiter.api.Test; -import org.junit.rules.ExpectedException; import org.nd4j.linalg.activations.Activation; import org.nd4j.linalg.api.buffer.DataType; import org.nd4j.linalg.api.ndarray.INDArray; @@ -46,7 +45,6 @@ import java.util.Random; import static org.junit.jupiter.api.Assertions.assertThrows; import static org.junit.jupiter.api.Assertions.assertTrue; import org.junit.jupiter.api.DisplayName; -import org.junit.jupiter.api.extension.ExtendWith; @Disabled @DisplayName("Attention Layer Test") diff --git a/deeplearning4j/deeplearning4j-cuda/pom.xml b/deeplearning4j/deeplearning4j-cuda/pom.xml index 3c12fbbc3..1555915d7 100644 --- a/deeplearning4j/deeplearning4j-cuda/pom.xml +++ b/deeplearning4j/deeplearning4j-cuda/pom.xml @@ -105,11 +105,12 @@ - test-nd4j-native + nd4j-tests-cpu maven-surefire-plugin + true true @@ -118,7 +119,7 @@ - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-data/deeplearning4j-datasets/pom.xml b/deeplearning4j/deeplearning4j-data/deeplearning4j-datasets/pom.xml index 791cd923a..45ee5100b 100644 --- a/deeplearning4j/deeplearning4j-data/deeplearning4j-datasets/pom.xml +++ b/deeplearning4j/deeplearning4j-data/deeplearning4j-datasets/pom.xml @@ -56,10 +56,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-data/deeplearning4j-datavec-iterators/pom.xml b/deeplearning4j/deeplearning4j-data/deeplearning4j-datavec-iterators/pom.xml index 048d62fd0..748a10c50 100644 --- a/deeplearning4j/deeplearning4j-data/deeplearning4j-datavec-iterators/pom.xml +++ b/deeplearning4j/deeplearning4j-data/deeplearning4j-datavec-iterators/pom.xml @@ -50,10 +50,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-data/deeplearning4j-utility-iterators/pom.xml b/deeplearning4j/deeplearning4j-data/deeplearning4j-utility-iterators/pom.xml index 5e8d6561c..10ce9a8ce 100644 --- a/deeplearning4j/deeplearning4j-data/deeplearning4j-utility-iterators/pom.xml +++ b/deeplearning4j/deeplearning4j-data/deeplearning4j-utility-iterators/pom.xml @@ -45,10 +45,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-data/pom.xml b/deeplearning4j/deeplearning4j-data/pom.xml index 6792e9d38..5f047041b 100644 --- a/deeplearning4j/deeplearning4j-data/pom.xml +++ b/deeplearning4j/deeplearning4j-data/pom.xml @@ -54,10 +54,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-dataimport-solrj/pom.xml b/deeplearning4j/deeplearning4j-dataimport-solrj/pom.xml index fc5cee1ac..cce784580 100644 --- a/deeplearning4j/deeplearning4j-dataimport-solrj/pom.xml +++ b/deeplearning4j/deeplearning4j-dataimport-solrj/pom.xml @@ -112,7 +112,7 @@ - test-nd4j-native + nd4j-tests-cpu org.nd4j @@ -123,7 +123,7 @@ - test-nd4j-cuda-11.0 + nd4j-tests-cuda org.nd4j diff --git a/deeplearning4j/deeplearning4j-graph/pom.xml b/deeplearning4j/deeplearning4j-graph/pom.xml index 164219a58..8ae897976 100644 --- a/deeplearning4j/deeplearning4j-graph/pom.xml +++ b/deeplearning4j/deeplearning4j-graph/pom.xml @@ -72,10 +72,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-modelexport-solr/pom.xml b/deeplearning4j/deeplearning4j-modelexport-solr/pom.xml index 3f430ab04..3ff0353b3 100644 --- a/deeplearning4j/deeplearning4j-modelexport-solr/pom.xml +++ b/deeplearning4j/deeplearning4j-modelexport-solr/pom.xml @@ -306,7 +306,7 @@ - test-nd4j-native + nd4j-tests-cpu org.nd4j @@ -317,7 +317,7 @@ - test-nd4j-cuda-11.0 + nd4j-tests-cuda org.nd4j diff --git a/deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/pom.xml b/deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/pom.xml index a4ea94d8b..dcadbfa19 100644 --- a/deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/pom.xml +++ b/deeplearning4j/deeplearning4j-nlp-parent/deeplearning4j-nlp/pom.xml @@ -101,10 +101,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-nlp-parent/pom.xml b/deeplearning4j/deeplearning4j-nlp-parent/pom.xml index 7c7773d6f..e1f0c35c8 100644 --- a/deeplearning4j/deeplearning4j-nlp-parent/pom.xml +++ b/deeplearning4j/deeplearning4j-nlp-parent/pom.xml @@ -49,10 +49,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-nn/pom.xml b/deeplearning4j/deeplearning4j-nn/pom.xml index 62d092567..6ebce95d6 100644 --- a/deeplearning4j/deeplearning4j-nn/pom.xml +++ b/deeplearning4j/deeplearning4j-nn/pom.xml @@ -127,10 +127,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-scaleout/deeplearning4j-scaleout-parallelwrapper-parameter-server/pom.xml b/deeplearning4j/deeplearning4j-scaleout/deeplearning4j-scaleout-parallelwrapper-parameter-server/pom.xml index 994364216..ed9625547 100644 --- a/deeplearning4j/deeplearning4j-scaleout/deeplearning4j-scaleout-parallelwrapper-parameter-server/pom.xml +++ b/deeplearning4j/deeplearning4j-scaleout/deeplearning4j-scaleout-parallelwrapper-parameter-server/pom.xml @@ -102,7 +102,7 @@ - test-nd4j-native + nd4j-tests-cpu org.nd4j @@ -113,7 +113,7 @@ - test-nd4j-cuda-11.0 + nd4j-tests-cuda org.nd4j diff --git a/deeplearning4j/deeplearning4j-scaleout/deeplearning4j-scaleout-parallelwrapper/pom.xml b/deeplearning4j/deeplearning4j-scaleout/deeplearning4j-scaleout-parallelwrapper/pom.xml index 77e481c6a..09e9603c6 100644 --- a/deeplearning4j/deeplearning4j-scaleout/deeplearning4j-scaleout-parallelwrapper/pom.xml +++ b/deeplearning4j/deeplearning4j-scaleout/deeplearning4j-scaleout-parallelwrapper/pom.xml @@ -99,10 +99,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-scaleout/pom.xml b/deeplearning4j/deeplearning4j-scaleout/pom.xml index 6cb37caa7..30758ee79 100644 --- a/deeplearning4j/deeplearning4j-scaleout/pom.xml +++ b/deeplearning4j/deeplearning4j-scaleout/pom.xml @@ -44,10 +44,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-scaleout/spark/dl4j-spark-nlp-java8/pom.xml b/deeplearning4j/deeplearning4j-scaleout/spark/dl4j-spark-nlp-java8/pom.xml index 850335cbf..431ffe764 100644 --- a/deeplearning4j/deeplearning4j-scaleout/spark/dl4j-spark-nlp-java8/pom.xml +++ b/deeplearning4j/deeplearning4j-scaleout/spark/dl4j-spark-nlp-java8/pom.xml @@ -89,10 +89,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-scaleout/spark/dl4j-spark-nlp/pom.xml b/deeplearning4j/deeplearning4j-scaleout/spark/dl4j-spark-nlp/pom.xml index 9e6f92e6b..ba96a4b88 100644 --- a/deeplearning4j/deeplearning4j-scaleout/spark/dl4j-spark-nlp/pom.xml +++ b/deeplearning4j/deeplearning4j-scaleout/spark/dl4j-spark-nlp/pom.xml @@ -88,10 +88,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-scaleout/spark/dl4j-spark-parameterserver/pom.xml b/deeplearning4j/deeplearning4j-scaleout/spark/dl4j-spark-parameterserver/pom.xml index 4136e2a92..e60be88d2 100644 --- a/deeplearning4j/deeplearning4j-scaleout/spark/dl4j-spark-parameterserver/pom.xml +++ b/deeplearning4j/deeplearning4j-scaleout/spark/dl4j-spark-parameterserver/pom.xml @@ -90,10 +90,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-scaleout/spark/dl4j-spark/pom.xml b/deeplearning4j/deeplearning4j-scaleout/spark/dl4j-spark/pom.xml index 1068bda5c..7a328ca52 100644 --- a/deeplearning4j/deeplearning4j-scaleout/spark/dl4j-spark/pom.xml +++ b/deeplearning4j/deeplearning4j-scaleout/spark/dl4j-spark/pom.xml @@ -105,10 +105,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-scaleout/spark/pom.xml b/deeplearning4j/deeplearning4j-scaleout/spark/pom.xml index c74e3e94e..0147f87af 100644 --- a/deeplearning4j/deeplearning4j-scaleout/spark/pom.xml +++ b/deeplearning4j/deeplearning4j-scaleout/spark/pom.xml @@ -182,10 +182,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-ui-components/pom.xml b/deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-ui-components/pom.xml index 3a96e8a4a..e5b5254d0 100644 --- a/deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-ui-components/pom.xml +++ b/deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-ui-components/pom.xml @@ -77,10 +77,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-ui-model/pom.xml b/deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-ui-model/pom.xml index 137d78fce..040011ab8 100644 --- a/deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-ui-model/pom.xml +++ b/deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-ui-model/pom.xml @@ -104,10 +104,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-ui-standalone/pom.xml b/deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-ui-standalone/pom.xml index aa75528fe..b02387920 100644 --- a/deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-ui-standalone/pom.xml +++ b/deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-ui-standalone/pom.xml @@ -141,10 +141,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-ui/pom.xml b/deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-ui/pom.xml index 53d11e05a..aa0271686 100644 --- a/deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-ui/pom.xml +++ b/deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-ui/pom.xml @@ -79,10 +79,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-vertx/pom.xml b/deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-vertx/pom.xml index b7924d582..a9df8ea56 100644 --- a/deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-vertx/pom.xml +++ b/deeplearning4j/deeplearning4j-ui-parent/deeplearning4j-vertx/pom.xml @@ -426,10 +426,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda \ No newline at end of file diff --git a/deeplearning4j/deeplearning4j-ui-parent/pom.xml b/deeplearning4j/deeplearning4j-ui-parent/pom.xml index a48f7c43d..db3833dd6 100644 --- a/deeplearning4j/deeplearning4j-ui-parent/pom.xml +++ b/deeplearning4j/deeplearning4j-ui-parent/pom.xml @@ -44,10 +44,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/deeplearning4j-zoo/pom.xml b/deeplearning4j/deeplearning4j-zoo/pom.xml index b93606710..e1508e08c 100644 --- a/deeplearning4j/deeplearning4j-zoo/pom.xml +++ b/deeplearning4j/deeplearning4j-zoo/pom.xml @@ -87,10 +87,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/deeplearning4j/dl4j-integration-tests/pom.xml b/deeplearning4j/dl4j-integration-tests/pom.xml index 461d013a7..a491f38a7 100644 --- a/deeplearning4j/dl4j-integration-tests/pom.xml +++ b/deeplearning4j/dl4j-integration-tests/pom.xml @@ -117,10 +117,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda \ No newline at end of file diff --git a/deeplearning4j/pom.xml b/deeplearning4j/pom.xml index 475b84d15..1212df5d6 100644 --- a/deeplearning4j/pom.xml +++ b/deeplearning4j/pom.xml @@ -143,6 +143,10 @@ + + org.apache.maven.plugins + maven-surefire-plugin + org.apache.maven.plugins maven-enforcer-plugin @@ -158,7 +162,7 @@ ${skipBackendChoice} - test-nd4j-native,test-nd4j-cuda-11.0 + nd4j-tests-cpu,nd4j-tests-cuda false @@ -227,43 +231,6 @@ - - - - maven-surefire-plugin - true - - - true - false - -Dfile.encoding=UTF-8 -Xmx8g " - - - *.java - **/*.java - - - - - org.apache.maven.surefire - surefire-junit-platform - ${maven-surefire-plugin.version} - - - - - org.eclipse.m2e - lifecycle-mapping - - - @@ -290,10 +257,10 @@ deeplearning4j-cuda - - test-nd4j-native + nd4j-tests-cpu false @@ -311,70 +278,10 @@ test - - - - org.apache.maven.plugins - maven-surefire-plugin - true - - - org.nd4j - nd4j-native - ${project.version} - - - org.junit.jupiter - junit-jupiter-engine - ${junit.version} - - - org.junit.jupiter - junit-jupiter-params - ${junit.version} - - - org.apache.maven.surefire - surefire-junit-platform - ${maven-surefire-plugin.version} - - - - - - - src/test/java - - *.java - **/*.java - **/Test*.java - **/*Test.java - **/*TestCase.java - - org.junit.jupiter:junit-jupiter-engine - - - org.nd4j.linalg.cpu.nativecpu.CpuBackend - - - org.nd4j.linalg.cpu.nativecpu.CpuBackend - - - - - - - - - test-nd4j-cuda-11.0 + nd4j-tests-cuda false @@ -392,43 +299,6 @@ test - - - - - org.apache.maven.plugins - maven-surefire-plugin - ${maven-surefire-plugin.version} - - - - src/test/java - - *.java - **/*.java - **/Test*.java - **/*Test.java - **/*TestCase.java - - org.junit.jupiter:junit-jupiter - - - org.nd4j.linalg.jcublas.JCublasBackend - - - org.nd4j.linalg.jcublas.JCublasBackend - - - - -Djava.library.path="${nd4j.basedir}/nd4j-backends/nd4j-backend-impls/nd4j-cuda/target/classes" - - - - - diff --git a/libnd4j/test-results.txt b/libnd4j/test-results.txt index aee60b267..84816b6f5 100644 --- a/libnd4j/test-results.txt +++ b/libnd4j/test-results.txt @@ -5,7 +5,7 @@ Linux [INFO] Total time: 14.610 s [INFO] Finished at: 2021-03-06T15:35:28+09:00 [INFO] ------------------------------------------------------------------------ -[WARNING] The requested profile "test-nd4j-native" could not be activated because it does not exist. +[WARNING] The requested profile "nd4j-tests-cpu" could not be activated because it does not exist. [ERROR] Failed to execute goal org.bytedeco:javacpp:1.5.4:build (libnd4j-test-run) on project libnd4j: Execution libnd4j-test-run of goal org.bytedeco:javacpp:1.5.4:build failed: Process exited with an error: 127 -> [Help 1] [ERROR] [ERROR] To see the full stack trace of the errors, re-run Maven with the -e switch. @@ -749,7 +749,7 @@ make[1]: Leaving directory '/c/Users/agibs/Documents/GitHub/eclipse-deeplearning [INFO] Total time: 15.482 s [INFO] Finished at: 2021-03-06T15:27:35+09:00 [INFO] ------------------------------------------------------------------------ -[WARNING] The requested profile "test-nd4j-native" could not be activated because it does not exist. +[WARNING] The requested profile "nd4j-tests-cpu" could not be activated because it does not exist. [ERROR] Failed to execute goal org.bytedeco:javacpp:1.5.4:build (libnd4j-test-run) on project libnd4j: Execution libnd4j-test-run of goal org.bytedeco:javacpp:1.5.4:build failed: Process exited with an error: 127 -> [Help 1] [ERROR] [ERROR] To see the full stack trace of the errors, re-run Maven with the -e switch. diff --git a/nd4j/nd4j-backends/nd4j-tests/ops-added-old.txt b/nd4j/nd4j-backends/nd4j-tests/ops-added-old.txt new file mode 100644 index 000000000..84cf4d764 --- /dev/null +++ b/nd4j/nd4j-backends/nd4j-tests/ops-added-old.txt @@ -0,0 +1,19 @@ +Const,in_0 +Const,while/Const +Const,while/add/y +Identity,in_0/read +Enter,while/Enter +Enter,while/Enter_1 +Merge,while/Merge +Merge,while/Merge_1 +Less,while/Less +LoopCond,while/LoopCond +Switch,while/Switch +Switch,while/Switch_1 +Identity,while/Identity +Exit,while/Exit +Identity,while/Identity_1 +Exit,while/Exit_1 +Add,while/add +NextIteration,while/NextIteration_1 +NextIteration,while/NextIteration diff --git a/nd4j/nd4j-backends/nd4j-tests/ops-imported-old.txt b/nd4j/nd4j-backends/nd4j-tests/ops-imported-old.txt new file mode 100644 index 000000000..f4bde2724 --- /dev/null +++ b/nd4j/nd4j-backends/nd4j-tests/ops-imported-old.txt @@ -0,0 +1,16 @@ +Identity,in_0/read +Enter,while/Enter +Enter,while/Enter_1 +Merge,while/Merge +Merge,while/Merge_1 +Less,while/Less +LoopCond,while/LoopCond +Switch,while/Switch +Switch,while/Switch_1 +Identity,while/Identity +Exit,while/Exit +Identity,while/Identity_1 +Exit,while/Exit_1 +Add,while/add +NextIteration,while/NextIteration_1 +NextIteration,while/NextIteration diff --git a/nd4j/nd4j-backends/nd4j-tests/ops-removed-old.txt b/nd4j/nd4j-backends/nd4j-tests/ops-removed-old.txt new file mode 100644 index 000000000..201dc67b4 --- /dev/null +++ b/nd4j/nd4j-backends/nd4j-tests/ops-removed-old.txt @@ -0,0 +1,19 @@ +in_0 +while/Const +while/add/y +in_0/read +while/Enter +while/Enter_1 +while/Merge +while/Merge_1 +while/Less +while/LoopCond +while/Switch +while/Switch_1 +while/Identity +while/Exit +while/Identity_1 +while/Exit_1 +while/add +while/NextIteration_1 +while/NextIteration diff --git a/nd4j/nd4j-backends/nd4j-tests/pom.xml b/nd4j/nd4j-backends/nd4j-tests/pom.xml index 0d55475e6..d70eb3ced 100644 --- a/nd4j/nd4j-backends/nd4j-tests/pom.xml +++ b/nd4j/nd4j-backends/nd4j-tests/pom.xml @@ -303,7 +303,7 @@ For testing large zoo models, this may not be enough (so comment it out). --> - -Dfile.encoding=UTF-8 " + -Dfile.encoding=UTF-8 diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/LayerOpValidation.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/LayerOpValidation.java index ea931b3a3..d11881051 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/LayerOpValidation.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/LayerOpValidation.java @@ -27,6 +27,7 @@ import java.util.List; import lombok.extern.slf4j.Slf4j; import lombok.val; import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.TestInfo; import org.junit.jupiter.params.ParameterizedTest; import org.junit.jupiter.params.provider.MethodSource; import org.nd4j.autodiff.samediff.SDVariable; @@ -482,7 +483,7 @@ public class LayerOpValidation extends BaseOpValidation { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testConv3d(Nd4jBackend backend) { + public void testConv3d(Nd4jBackend backend, TestInfo testInfo) { //Pooling3d, Conv3D, batch norm Nd4j.getRandom().setSeed(12345); @@ -573,7 +574,7 @@ public class LayerOpValidation extends BaseOpValidation { tc.testName(msg); String error = OpValidation.validate(tc); if (error != null) { - failed.add(name); + failed.add(testInfo.getTestMethod().get().getName()); } } } @@ -1353,7 +1354,8 @@ public class LayerOpValidation extends BaseOpValidation { assertNull(err, err); } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void exceptionThrown_WhenConv1DConfigInvalid(Nd4jBackend backend) { assertThrows(IllegalArgumentException.class,() -> { int nIn = 3; @@ -1382,7 +1384,8 @@ public class LayerOpValidation extends BaseOpValidation { } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void exceptionThrown_WhenConv2DConfigInvalid(Nd4jBackend backend) { assertThrows(IllegalArgumentException.class,() -> { Nd4j.getRandom().setSeed(12345); @@ -1405,7 +1408,8 @@ public class LayerOpValidation extends BaseOpValidation { } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void exceptionThrown_WhenConf3DInvalid(Nd4jBackend backend) { assertThrows(IllegalArgumentException.class,() -> { Nd4j.getRandom().setSeed(12345); diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/MiscOpValidation.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/MiscOpValidation.java index 2654caf02..591898055 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/MiscOpValidation.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/MiscOpValidation.java @@ -22,6 +22,7 @@ package org.nd4j.autodiff.opvalidation; import lombok.extern.slf4j.Slf4j; import lombok.val; +import org.junit.jupiter.api.Disabled; import org.junit.jupiter.api.Test; import org.junit.jupiter.params.ParameterizedTest; import org.junit.jupiter.params.provider.MethodSource; @@ -664,6 +665,7 @@ public class MiscOpValidation extends BaseOpValidation { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") + @Disabled public void testMmulGradientManual(Nd4jBackend backend) { SameDiff sameDiff = SameDiff.create(); INDArray sumInput = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(2, 2); diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/ReductionBpOpValidation.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/ReductionBpOpValidation.java index edf5859fa..3681c77b8 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/ReductionBpOpValidation.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/ReductionBpOpValidation.java @@ -69,7 +69,7 @@ public class ReductionBpOpValidation extends BaseOpValidation { @AfterEach - public void tearDown(Nd4jBackend backend) { + public void tearDown() { NativeOpsHolder.getInstance().getDeviceNativeOps().enableDebugMode(false); NativeOpsHolder.getInstance().getDeviceNativeOps().enableVerboseMode(false); } diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/ShapeOpValidation.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/ShapeOpValidation.java index a015bfec7..b7e3a6551 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/ShapeOpValidation.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/ShapeOpValidation.java @@ -28,6 +28,7 @@ import lombok.val; import org.apache.commons.math3.linear.LUDecomposition; import org.junit.jupiter.api.Disabled; import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.TestInfo; import org.junit.jupiter.params.ParameterizedTest; import org.junit.jupiter.params.provider.MethodSource; import org.nd4j.OpValidationSuite; @@ -83,7 +84,7 @@ public class ShapeOpValidation extends BaseOpValidation { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testConcat(Nd4jBackend backend) { + public void testConcat(Nd4jBackend backend, TestInfo testInfo) { // int[] concatDim = new int[]{0,0,0,1,1,1,2,2,2}; int[] concatDim = new int[]{0, 0, 0}; List> origShapes = new ArrayList<>(); @@ -115,7 +116,7 @@ public class ShapeOpValidation extends BaseOpValidation { String error = OpValidation.validate(tc); if(error != null){ - failed.add(name); + failed.add(testInfo.getTestMethod().get().getName()); } } @@ -285,7 +286,7 @@ public class ShapeOpValidation extends BaseOpValidation { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testSqueezeGradient(Nd4jBackend backend) { + public void testSqueezeGradient(Nd4jBackend backend,TestInfo testInfo) { val origShape = new long[]{3, 4, 5}; List failed = new ArrayList<>(); @@ -339,7 +340,7 @@ public class ShapeOpValidation extends BaseOpValidation { String error = OpValidation.validate(tc, true); if(error != null){ - failed.add(name); + failed.add(testInfo.getTestMethod().get().getName()); } } } @@ -580,8 +581,9 @@ public class ShapeOpValidation extends BaseOpValidation { return Long.MAX_VALUE; } - @Test() - public void testStack(Nd4jBackend backend) { + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") + public void testStack(Nd4jBackend backend,TestInfo testInfo) { Nd4j.getRandom().setSeed(12345); List failed = new ArrayList<>(); @@ -661,7 +663,7 @@ public class ShapeOpValidation extends BaseOpValidation { String error = OpValidation.validate(tc); if(error != null){ - failed.add(name); + failed.add(testInfo.getTestMethod().get().getName()); } } } diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/samediff/FlatBufferSerdeTest.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/samediff/FlatBufferSerdeTest.java index 4ff306796..42f93b98e 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/samediff/FlatBufferSerdeTest.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/samediff/FlatBufferSerdeTest.java @@ -72,6 +72,8 @@ import static org.junit.jupiter.api.Assertions.*; @Slf4j public class FlatBufferSerdeTest extends BaseNd4jTestWithBackends { + @TempDir Path testDir; + @Override public char ordering(){ @@ -82,7 +84,7 @@ public class FlatBufferSerdeTest extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testBasic(@TempDir Path testDir,Nd4jBackend backend) throws Exception { + public void testBasic(Nd4jBackend backend) throws Exception { SameDiff sd = SameDiff.create(); INDArray arr = Nd4j.linspace(1,12,12).reshape(3,4); SDVariable in = sd.placeHolder("in", arr.dataType(), arr.shape() ); @@ -121,7 +123,7 @@ public class FlatBufferSerdeTest extends BaseNd4jTestWithBackends { int numOutputs = fg.outputsLength(); List outputs = new ArrayList<>(numOutputs); - for( int i=0; i expTPR = new HashMap<>(); double totalPositives = 2.0; @@ -251,27 +252,27 @@ public class ROCTest extends BaseNd4jTestWithBackends { } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testRocTimeSeriesNoMasking(Nd4jBackend backend) { //Same as first test... //2 outputs here - probability distribution over classes (softmax) INDArray predictions2d = Nd4j.create(new double[][] {{1.0, 0.001}, //add 0.001 to avoid numerical/rounding issues (float vs. double, etc) - {0.899, 0.101}, {0.799, 0.201}, {0.699, 0.301}, {0.599, 0.401}, {0.499, 0.501}, {0.399, 0.601}, - {0.299, 0.701}, {0.199, 0.801}, {0.099, 0.901}}); + {0.899, 0.101}, {0.799, 0.201}, {0.699, 0.301}, {0.599, 0.401}, {0.499, 0.501}, {0.399, 0.601}, + {0.299, 0.701}, {0.199, 0.801}, {0.099, 0.901}}); INDArray actual2d = Nd4j.create(new double[][] {{1, 0}, {1, 0}, {1, 0}, {1, 0}, {1, 0}, {0, 1}, {0, 1}, {0, 1}, - {0, 1}, {0, 1}}); + {0, 1}, {0, 1}}); INDArray predictions3d = Nd4j.create(2, 2, 5); INDArray firstTSp = - predictions3d.get(NDArrayIndex.point(0), NDArrayIndex.all(), NDArrayIndex.all()).transpose(); + predictions3d.get(NDArrayIndex.point(0), NDArrayIndex.all(), NDArrayIndex.all()).transpose(); assertArrayEquals(new long[] {5, 2}, firstTSp.shape()); firstTSp.assign(predictions2d.get(NDArrayIndex.interval(0, 5), NDArrayIndex.all())); INDArray secondTSp = - predictions3d.get(NDArrayIndex.point(1), NDArrayIndex.all(), NDArrayIndex.all()).transpose(); + predictions3d.get(NDArrayIndex.point(1), NDArrayIndex.all(), NDArrayIndex.all()).transpose(); assertArrayEquals(new long[] {5, 2}, secondTSp.shape()); secondTSp.assign(predictions2d.get(NDArrayIndex.interval(5, 10), NDArrayIndex.all())); @@ -299,23 +300,23 @@ public class ROCTest extends BaseNd4jTestWithBackends { } } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testRocTimeSeriesMasking(Nd4jBackend backend) { //2 outputs here - probability distribution over classes (softmax) INDArray predictions2d = Nd4j.create(new double[][] {{1.0, 0.001}, //add 0.001 to avoid numerical/rounding issues (float vs. double, etc) - {0.899, 0.101}, {0.799, 0.201}, {0.699, 0.301}, {0.599, 0.401}, {0.499, 0.501}, {0.399, 0.601}, - {0.299, 0.701}, {0.199, 0.801}, {0.099, 0.901}}); + {0.899, 0.101}, {0.799, 0.201}, {0.699, 0.301}, {0.599, 0.401}, {0.499, 0.501}, {0.399, 0.601}, + {0.299, 0.701}, {0.199, 0.801}, {0.099, 0.901}}); INDArray actual2d = Nd4j.create(new double[][] {{1, 0}, {1, 0}, {1, 0}, {1, 0}, {1, 0}, {0, 1}, {0, 1}, {0, 1}, - {0, 1}, {0, 1}}); + {0, 1}, {0, 1}}); //Create time series data... first time series: length 4. Second time series: length 6 INDArray predictions3d = Nd4j.create(2, 2, 6); INDArray tad = predictions3d.tensorAlongDimension(0, 1, 2).transpose(); tad.get(NDArrayIndex.interval(0, 4), NDArrayIndex.all()) - .assign(predictions2d.get(NDArrayIndex.interval(0, 4), NDArrayIndex.all())); + .assign(predictions2d.get(NDArrayIndex.interval(0, 4), NDArrayIndex.all())); tad = predictions3d.tensorAlongDimension(1, 1, 2).transpose(); tad.assign(predictions2d.get(NDArrayIndex.interval(4, 10), NDArrayIndex.all())); @@ -324,7 +325,7 @@ public class ROCTest extends BaseNd4jTestWithBackends { INDArray labels3d = Nd4j.create(2, 2, 6); tad = labels3d.tensorAlongDimension(0, 1, 2).transpose(); tad.get(NDArrayIndex.interval(0, 4), NDArrayIndex.all()) - .assign(actual2d.get(NDArrayIndex.interval(0, 4), NDArrayIndex.all())); + .assign(actual2d.get(NDArrayIndex.interval(0, 4), NDArrayIndex.all())); tad = labels3d.tensorAlongDimension(1, 1, 2).transpose(); tad.assign(actual2d.get(NDArrayIndex.interval(4, 10), NDArrayIndex.all())); @@ -350,7 +351,7 @@ public class ROCTest extends BaseNd4jTestWithBackends { - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testCompareRocAndRocMultiClass(Nd4jBackend backend) { Nd4j.getRandom().setSeed(12345); @@ -381,7 +382,7 @@ public class ROCTest extends BaseNd4jTestWithBackends { } } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testCompare2Vs3Classes(Nd4jBackend backend) { @@ -431,7 +432,7 @@ public class ROCTest extends BaseNd4jTestWithBackends { } } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testROCMerging(Nd4jBackend backend) { int nArrays = 10; @@ -477,7 +478,7 @@ public class ROCTest extends BaseNd4jTestWithBackends { } } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testROCMerging2(Nd4jBackend backend) { int nArrays = 10; @@ -523,7 +524,7 @@ public class ROCTest extends BaseNd4jTestWithBackends { } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testROCMultiMerging(Nd4jBackend backend) { @@ -572,7 +573,7 @@ public class ROCTest extends BaseNd4jTestWithBackends { } } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testAUCPrecisionRecall(Nd4jBackend backend) { //Assume 2 positive examples, at 0.33 and 0.66 predicted, 1 negative example at 0.25 prob @@ -620,7 +621,7 @@ public class ROCTest extends BaseNd4jTestWithBackends { } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testRocAucExact(Nd4jBackend backend) { @@ -681,20 +682,20 @@ public class ROCTest extends BaseNd4jTestWithBackends { */ double[] p = new double[] {0.92961609, 0.31637555, 0.18391881, 0.20456028, 0.56772503, 0.5955447, 0.96451452, - 0.6531771, 0.74890664, 0.65356987, 0.74771481, 0.96130674, 0.0083883, 0.10644438, 0.29870371, - 0.65641118, 0.80981255, 0.87217591, 0.9646476, 0.72368535, 0.64247533, 0.71745362, 0.46759901, - 0.32558468, 0.43964461, 0.72968908, 0.99401459, 0.67687371, 0.79082252, 0.17091426}; + 0.6531771, 0.74890664, 0.65356987, 0.74771481, 0.96130674, 0.0083883, 0.10644438, 0.29870371, + 0.65641118, 0.80981255, 0.87217591, 0.9646476, 0.72368535, 0.64247533, 0.71745362, 0.46759901, + 0.32558468, 0.43964461, 0.72968908, 0.99401459, 0.67687371, 0.79082252, 0.17091426}; double[] l = new double[] {1, 0, 0, 1, 1, 1, 0, 0, 1, 0, 1, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, - 0, 1}; + 0, 1}; double[] fpr_skl = new double[] {0.0, 0.0, 0.15789474, 0.15789474, 0.31578947, 0.31578947, 0.52631579, - 0.52631579, 0.68421053, 0.68421053, 0.84210526, 0.84210526, 0.89473684, 0.89473684, 1.0}; + 0.52631579, 0.68421053, 0.68421053, 0.84210526, 0.84210526, 0.89473684, 0.89473684, 1.0}; double[] tpr_skl = new double[] {0.0, 0.09090909, 0.09090909, 0.18181818, 0.18181818, 0.36363636, 0.36363636, - 0.45454545, 0.45454545, 0.72727273, 0.72727273, 0.90909091, 0.90909091, 1.0, 1.0}; + 0.45454545, 0.45454545, 0.72727273, 0.72727273, 0.90909091, 0.90909091, 1.0, 1.0}; //Note the change to the last value: same TPR and FPR at 0.0083883 and 0.0 -> we add the 0.0 threshold edge case + combine with the previous one. Same result double[] thr_skl = new double[] {1.0, 0.99401459, 0.96130674, 0.92961609, 0.79082252, 0.74771481, 0.67687371, - 0.65641118, 0.64247533, 0.46759901, 0.31637555, 0.20456028, 0.18391881, 0.17091426, 0.0}; + 0.65641118, 0.64247533, 0.46759901, 0.31637555, 0.20456028, 0.18391881, 0.17091426, 0.0}; INDArray prob = Nd4j.create(p, new int[] {30, 1}); INDArray label = Nd4j.create(l, new int[] {30, 1}); @@ -784,7 +785,7 @@ public class ROCTest extends BaseNd4jTestWithBackends { } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void rocExactEdgeCaseReallocation(Nd4jBackend backend) { @@ -797,7 +798,7 @@ public class ROCTest extends BaseNd4jTestWithBackends { } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testPrecisionRecallCurveGetPointMethods(Nd4jBackend backend) { double[] threshold = new double[101]; @@ -814,15 +815,15 @@ public class ROCTest extends BaseNd4jTestWithBackends { PrecisionRecallCurve prc = new PrecisionRecallCurve(threshold, precision, recall, null, null, null, -1); PrecisionRecallCurve.Point[] points = new PrecisionRecallCurve.Point[] { - //Test exact: - prc.getPointAtThreshold(0.05), prc.getPointAtPrecision(0.05), prc.getPointAtRecall(1 - 0.05), + //Test exact: + prc.getPointAtThreshold(0.05), prc.getPointAtPrecision(0.05), prc.getPointAtRecall(1 - 0.05), - //Test approximate (point doesn't exist exactly). When it doesn't exist: - //Threshold: lowest threshold equal to or exceeding the specified threshold value - //Precision: lowest threshold equal to or exceeding the specified precision value - //Recall: highest threshold equal to or exceeding the specified recall value - prc.getPointAtThreshold(0.0495), prc.getPointAtPrecision(0.0495), - prc.getPointAtRecall(1 - 0.0505)}; + //Test approximate (point doesn't exist exactly). When it doesn't exist: + //Threshold: lowest threshold equal to or exceeding the specified threshold value + //Precision: lowest threshold equal to or exceeding the specified precision value + //Recall: highest threshold equal to or exceeding the specified recall value + prc.getPointAtThreshold(0.0495), prc.getPointAtPrecision(0.0495), + prc.getPointAtRecall(1 - 0.0505)}; @@ -834,7 +835,7 @@ public class ROCTest extends BaseNd4jTestWithBackends { } } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testPrecisionRecallCurveConfusion(Nd4jBackend backend) { //Sanity check: values calculated from the confusion matrix should match the PR curve values @@ -843,7 +844,7 @@ public class ROCTest extends BaseNd4jTestWithBackends { ROC r = new ROC(0, removeRedundantPts); INDArray labels = Nd4j.getExecutioner() - .exec(new BernoulliDistribution(Nd4j.createUninitialized(DataType.DOUBLE,100, 1), 0.5)); + .exec(new BernoulliDistribution(Nd4j.createUninitialized(DataType.DOUBLE,100, 1), 0.5)); INDArray probs = Nd4j.rand(100, 1); r.eval(labels, probs); @@ -874,7 +875,7 @@ public class ROCTest extends BaseNd4jTestWithBackends { } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testRocMerge(){ Nd4j.getRandom().setSeed(12345); @@ -919,7 +920,7 @@ public class ROCTest extends BaseNd4jTestWithBackends { assertEquals(auprc, auprcAct, 1e-6); } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testRocMultiMerge(){ Nd4j.getRandom().setSeed(12345); @@ -931,9 +932,9 @@ public class ROCTest extends BaseNd4jTestWithBackends { int nOut = 5; Random r = new Random(12345); - for( int i=0; i<10; i++ ){ + for( int i = 0; i < 10; i++ ){ INDArray labels = Nd4j.zeros(3, nOut); - for( int j=0; j<3; j++ ){ + for( int j = 0; j < 3; j++) { labels.putScalar(j, r.nextInt(nOut), 1.0 ); } INDArray out = Nd4j.rand(3, nOut); @@ -956,7 +957,7 @@ public class ROCTest extends BaseNd4jTestWithBackends { roc1.merge(roc2); - for( int i=0; i { int specCols = 5; diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/LoneTest.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/LoneTest.java index e49e91937..aeb8a4705 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/LoneTest.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/LoneTest.java @@ -152,7 +152,7 @@ public class LoneTest extends BaseNd4jTestWithBackends { public void maskWhenMerge(Nd4jBackend backend) { DataSet dsA = new DataSet(Nd4j.linspace(1, 15, 15).reshape(1, 3, 5), Nd4j.zeros(1, 3, 5)); DataSet dsB = new DataSet(Nd4j.linspace(1, 9, 9).reshape(1, 3, 3), Nd4j.zeros(1, 3, 3)); - List dataSetList = new ArrayList(); + List dataSetList = new ArrayList<>(); dataSetList.add(dsA); dataSetList.add(dsB); DataSet fullDataSet = DataSet.merge(dataSetList); @@ -175,7 +175,8 @@ public class LoneTest extends BaseNd4jTestWithBackends { // System.out.println(b); } - @Test + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") //broken at a threshold public void testArgMax(Nd4jBackend backend) { int max = 63; @@ -263,7 +264,8 @@ public class LoneTest extends BaseNd4jTestWithBackends { // log.info("p50: {}; avg: {};", times.get(times.size() / 2), time); } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void checkIllegalElementOps(Nd4jBackend backend) { assertThrows(Exception.class,() -> { INDArray A = Nd4j.linspace(1, 20, 20).reshape(4, 5); @@ -328,13 +330,13 @@ public class LoneTest extends BaseNd4jTestWithBackends { reshaped.getDouble(i); } for (int j=0;j { INDArray arr = Nd4j.create(4, 5); @@ -2357,7 +2361,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { } } - @Test + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") @Disabled public void testTensorDot(Nd4jBackend backend) { INDArray oneThroughSixty = Nd4j.arange(60).reshape(3, 4, 5).castTo(DataType.DOUBLE); @@ -3051,10 +3056,10 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { public void testMeans(Nd4jBackend backend) { INDArray a = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(2, 2); INDArray mean1 = a.mean(1); - assertEquals(Nd4j.create(new double[] {1.5, 3.5}), mean1,getFailureMessage()); - assertEquals(Nd4j.create(new double[] {2, 3}), a.mean(0),getFailureMessage()); - assertEquals(2.5, Nd4j.linspace(1, 4, 4, DataType.DOUBLE).meanNumber().doubleValue(), 1e-1,getFailureMessage()); - assertEquals(2.5, a.meanNumber().doubleValue(), 1e-1,getFailureMessage()); + assertEquals(Nd4j.create(new double[] {1.5, 3.5}), mean1,getFailureMessage(backend)); + assertEquals(Nd4j.create(new double[] {2, 3}), a.mean(0),getFailureMessage(backend)); + assertEquals(2.5, Nd4j.linspace(1, 4, 4, DataType.DOUBLE).meanNumber().doubleValue(), 1e-1,getFailureMessage(backend)); + assertEquals(2.5, a.meanNumber().doubleValue(), 1e-1,getFailureMessage(backend)); } @@ -3063,9 +3068,9 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testSums(Nd4jBackend backend) { INDArray a = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(2, 2); - assertEquals(Nd4j.create(new double[] {3, 7}), a.sum(1),getFailureMessage()); - assertEquals(Nd4j.create(new double[] {4, 6}), a.sum(0),getFailureMessage()); - assertEquals(10, a.sumNumber().doubleValue(), 1e-1,getFailureMessage()); + assertEquals(Nd4j.create(new double[] {3, 7}), a.sum(1),getFailureMessage(backend)); + assertEquals(Nd4j.create(new double[] {4, 6}), a.sum(0),getFailureMessage(backend)); + assertEquals(10, a.sumNumber().doubleValue(), 1e-1,getFailureMessage(backend)); } @@ -3438,7 +3443,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { } } - @Test + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") @Disabled public void largeInstantiation(Nd4jBackend backend) { Nd4j.ones((1024 * 1024 * 511) + (1024 * 1024 - 1)); // Still works; this can even be called as often as I want, allowing me even to spill over on disk @@ -3487,7 +3493,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { assertEquals(cSum, fSum); //Expect: 4,6. Getting [4, 4] for f order } - @Test + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") @Disabled //not relevant anymore public void testAssignMixedC(Nd4jBackend backend) { int[] shape1 = {3, 2, 2, 2, 2, 2}; @@ -3787,7 +3794,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { assertEquals(assertion, result); } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testPullRowsValidation1(Nd4jBackend backend) { assertThrows(IllegalStateException.class,() -> { Nd4j.pullRows(Nd4j.create(10, 10), 2, new int[] {0, 1, 2}); @@ -3795,7 +3803,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { }); } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testPullRowsValidation2(Nd4jBackend backend) { assertThrows(IllegalStateException.class,() -> { Nd4j.pullRows(Nd4j.create(10, 10), 1, new int[] {0, -1, 2}); @@ -3803,7 +3812,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { }); } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testPullRowsValidation3(Nd4jBackend backend) { assertThrows(IllegalStateException.class,() -> { Nd4j.pullRows(Nd4j.create(10, 10), 1, new int[] {0, 1, 10}); @@ -3811,7 +3821,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { }); } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testPullRowsValidation4(Nd4jBackend backend) { assertThrows(IllegalStateException.class,() -> { Nd4j.pullRows(Nd4j.create(3, 10), 1, new int[] {0, 1, 2, 3}); @@ -3819,7 +3830,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { }); } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testPullRowsValidation5(Nd4jBackend backend) { assertThrows(IllegalStateException.class,() -> { Nd4j.pullRows(Nd4j.create(3, 10), 1, new int[] {0, 1, 2}, 'e'); @@ -4975,7 +4987,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { } } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testTadReduce3_5(Nd4jBackend backend) { assertThrows(ND4JIllegalStateException.class,() -> { INDArray initial = Nd4j.create(5, 10); @@ -6004,7 +6017,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { } } - @Test + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") @Disabled public void testLogExpSum1(Nd4jBackend backend) { INDArray matrix = Nd4j.create(3, 3); @@ -6019,7 +6033,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { } } - @Test + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") @Disabled public void testLogExpSum2(Nd4jBackend backend) { INDArray row = Nd4j.create(new double[]{1, 2, 3}); @@ -6246,7 +6261,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { } } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testReshapeFailure(Nd4jBackend backend) { assertThrows(ND4JIllegalStateException.class,() -> { val a = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(2,2); @@ -6345,7 +6361,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { assertArrayEquals(new long[]{3, 2}, newShape.shape()); } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testTranspose1(Nd4jBackend backend) { assertThrows(IllegalStateException.class,() -> { val vector = Nd4j.createFromArray(new float[]{1, 2, 3, 4, 5, 6}); @@ -6360,7 +6377,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testTranspose2(Nd4jBackend backend) { assertThrows(IllegalStateException.class,() -> { val scalar = Nd4j.scalar(2.f); @@ -6375,7 +6393,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { } - @Test + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") //@Disabled public void testMatmul_128by256(Nd4jBackend backend) { val mA = Nd4j.create(128, 156).assign(1.0f); @@ -6647,7 +6666,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { assertEquals(exp1, out1); } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testBadReduce3Call(Nd4jBackend backend) { assertThrows(ND4JIllegalStateException.class,() -> { val x = Nd4j.create(400,20); @@ -7392,8 +7412,9 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { assertEquals(ez, z); } - @Test() - public void testBroadcastInvalid(){ + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") + public void testBroadcastInvalid() { assertThrows(IllegalStateException.class,() -> { INDArray arr1 = Nd4j.ones(3,4,1); @@ -7656,7 +7677,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { assertEquals(exp, array); } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testScatterUpdateShortcut_f1(Nd4jBackend backend) { assertThrows(IllegalStateException.class,() -> { val array = Nd4j.create(DataType.FLOAT, 5, 2); @@ -8041,7 +8063,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { assertEquals(exp, out); //Failing here } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testPullRowsFailure(Nd4jBackend backend) { assertThrows(IllegalArgumentException.class,() -> { val idxs = new int[]{0,2,3,4}; @@ -8144,7 +8167,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { assertEquals(exp1, out1); //This is OK } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testPutRowValidation(Nd4jBackend backend) { assertThrows(IllegalArgumentException.class,() -> { val matrix = Nd4j.create(5, 10); @@ -8155,7 +8179,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testPutColumnValidation(Nd4jBackend backend) { assertThrows(IllegalArgumentException.class,() -> { val matrix = Nd4j.create(5, 10); @@ -8236,7 +8261,7 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testScalarEq(){ + public void testScalarEq(Nd4jBackend backend){ INDArray scalarRank2 = Nd4j.scalar(10.0).reshape(1,1); INDArray scalarRank1 = Nd4j.scalar(10.0).reshape(1); INDArray scalarRank0 = Nd4j.scalar(10.0); @@ -8273,7 +8298,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testType1(@TempDir Path testDir) throws IOException { + @Disabled + public void testType1(Nd4jBackend backend) throws IOException { for (int i = 0; i < 10; ++i) { INDArray in1 = Nd4j.rand(DataType.DOUBLE, new int[]{100, 100}); File dir = testDir.toFile(); @@ -8295,7 +8321,7 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testOnes(){ + public void testOnes(Nd4jBackend backend){ INDArray arr = Nd4j.ones(); INDArray arr2 = Nd4j.ones(DataType.LONG); assertEquals(0, arr.rank()); @@ -8306,7 +8332,7 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testZeros(){ + public void testZeros(Nd4jBackend backend){ INDArray arr = Nd4j.zeros(); INDArray arr2 = Nd4j.zeros(DataType.LONG); assertEquals(0, arr.rank()); @@ -8317,7 +8343,8 @@ public class Nd4jTestsC extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testType2(@TempDir Path testDir) throws IOException { + @Disabled + public void testType2(Nd4jBackend backend) throws IOException { for (int i = 0; i < 10; ++i) { INDArray in1 = Nd4j.ones(DataType.UINT16); File dir = testDir.toFile(); diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/ToStringTest.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/ToStringTest.java index b44170433..03eacb890 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/ToStringTest.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/ToStringTest.java @@ -23,6 +23,7 @@ package org.nd4j.linalg; import static org.junit.jupiter.api.Assertions.assertEquals; import lombok.extern.slf4j.Slf4j; +import org.junit.jupiter.api.Disabled; import org.junit.jupiter.api.Test; import org.junit.jupiter.params.ParameterizedTest; import org.junit.jupiter.params.provider.MethodSource; @@ -58,11 +59,12 @@ public class ToStringTest extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testToStringScalars(){ + @Disabled + public void testToStringScalars(Nd4jBackend backend){ DataType[] dataTypes = new DataType[]{DataType.FLOAT, DataType.DOUBLE, DataType.BOOL, DataType.INT, DataType.UINT32}; String[] strs = new String[]{"1.0000", "1.0000", "true", "1", "1"}; - for(int dt=0; dt<5; dt++ ) { + for(int dt = 0; dt < 5; dt++) { for (int i = 0; i < 5; i++) { long[] shape = ArrayUtil.nTimes(i, 1L); INDArray scalar = Nd4j.scalar(1.0f).castTo(dataTypes[dt]).reshape(shape); diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/TestNDArrayCreation.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/TestNDArrayCreation.java index c0a387ad3..2d7a56eae 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/TestNDArrayCreation.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/TestNDArrayCreation.java @@ -64,7 +64,6 @@ public class TestNDArrayCreation extends BaseNd4jTestWithBackends { } - @Test @Disabled @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") @@ -79,7 +78,6 @@ public class TestNDArrayCreation extends BaseNd4jTestWithBackends { } - @Test @Disabled @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") @@ -100,7 +98,8 @@ public class TestNDArrayCreation extends BaseNd4jTestWithBackends { } - @Test + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testCreateNpy3(Nd4jBackend backend) throws Exception { INDArray arrCreate = Nd4j.createFromNpyFile(new ClassPathResource("nd4j-tests/rank3.npy").getFile()); assertEquals(8, arrCreate.length()); @@ -111,8 +110,9 @@ public class TestNDArrayCreation extends BaseNd4jTestWithBackends { assertEquals(arrCreate.data().address(), pointer.address()); } - @Test @Disabled // this is endless test + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testEndlessAllocation(Nd4jBackend backend) { Nd4j.getEnvironment().setMaxSpecialMemory(1); while (true) { @@ -121,9 +121,10 @@ public class TestNDArrayCreation extends BaseNd4jTestWithBackends { } } - @Test @Disabled("This test is designed to run in isolation. With parallel gc it makes no real sense since allocated amount changes at any time") - public void testAllocationLimits() throws Exception { + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") + public void testAllocationLimits(Nd4jBackend backend) throws Exception { Nd4j.create(1); val origDeviceLimit = Nd4j.getEnvironment().getDeviceLimit(0); diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/TestNamespaces.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/TestNamespaces.java index 258177261..39eb7dfd0 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/TestNamespaces.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/TestNamespaces.java @@ -20,7 +20,6 @@ package org.nd4j.linalg.api; -import org.junit.jupiter.api.Test; import org.junit.jupiter.params.ParameterizedTest; import org.junit.jupiter.params.provider.MethodSource; import org.nd4j.linalg.BaseNd4jTestWithBackends; diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/blas/Level1Test.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/blas/Level1Test.java index 1584b72dc..5ececc0d8 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/blas/Level1Test.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/blas/Level1Test.java @@ -59,7 +59,7 @@ public class Level1Test extends BaseNd4jTestWithBackends { INDArray matrix = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(2, 2); INDArray row = matrix.getRow(1); Nd4j.getBlasWrapper().level1().axpy(row.length(), 1.0, row, row); - assertEquals(Nd4j.create(new double[] {4, 8}), row,getFailureMessage()); + assertEquals(Nd4j.create(new double[] {4, 8}), row,getFailureMessage(backend)); } diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/buffer/DataTypeValidationTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/buffer/DataTypeValidationTests.java index 3e7971eed..5735852b5 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/buffer/DataTypeValidationTests.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/buffer/DataTypeValidationTests.java @@ -70,8 +70,7 @@ public class DataTypeValidationTests extends BaseNd4jTestWithBackends { /** * Testing level1 blas */ - @Test() - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testBlasValidation1(Nd4jBackend backend) { assertThrows(ND4JIllegalStateException.class,() -> { @@ -89,8 +88,7 @@ public class DataTypeValidationTests extends BaseNd4jTestWithBackends { /** * Testing level2 blas */ - @Test() - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testBlasValidation2(Nd4jBackend backend) { assertThrows(RuntimeException.class,() -> { @@ -109,8 +107,7 @@ public class DataTypeValidationTests extends BaseNd4jTestWithBackends { /** * Testing level3 blas */ - @Test() - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testBlasValidation3(Nd4jBackend backend) { assertThrows(IllegalStateException.class,() -> { diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/buffer/FloatDataBufferTest.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/buffer/FloatDataBufferTest.java index 5f4fd3665..8af34a323 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/buffer/FloatDataBufferTest.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/buffer/FloatDataBufferTest.java @@ -88,7 +88,7 @@ public class FloatDataBufferTest extends BaseNd4jTestWithBackends { float[] d1 = new float[] {1, 2, 3, 4}; DataBuffer d = Nd4j.createBuffer(d1); float[] d2 = d.asFloat(); - assertArrayEquals( d1, d2, 1e-1f,getFailureMessage()); + assertArrayEquals( d1, d2, 1e-1f,getFailureMessage(backend)); } @@ -146,7 +146,7 @@ public class FloatDataBufferTest extends BaseNd4jTestWithBackends { d.put(0, 0.0); float[] result = new float[] {0, 2, 3, 4}; d1 = d.asFloat(); - assertArrayEquals(d1, result, 1e-1f,getFailureMessage()); + assertArrayEquals(d1, result, 1e-1f,getFailureMessage(backend)); } @@ -156,12 +156,12 @@ public class FloatDataBufferTest extends BaseNd4jTestWithBackends { DataBuffer buffer = Nd4j.linspace(1, 5, 5).data(); float[] get = buffer.getFloatsAt(0, 3); float[] data = new float[] {1, 2, 3}; - assertArrayEquals(get, data, 1e-1f,getFailureMessage()); + assertArrayEquals(get, data, 1e-1f,getFailureMessage(backend)); float[] get2 = buffer.asFloat(); float[] allData = buffer.getFloatsAt(0, (int) buffer.length()); - assertArrayEquals(get2, allData, 1e-1f,getFailureMessage()); + assertArrayEquals(get2, allData, 1e-1f,getFailureMessage(backend)); } @@ -173,13 +173,13 @@ public class FloatDataBufferTest extends BaseNd4jTestWithBackends { DataBuffer buffer = Nd4j.linspace(1, 5, 5).data(); float[] get = buffer.getFloatsAt(1, 3); float[] data = new float[] {2, 3, 4}; - assertArrayEquals(get, data, 1e-1f,getFailureMessage()); + assertArrayEquals(get, data, 1e-1f,getFailureMessage(backend)); float[] allButLast = new float[] {2, 3, 4, 5}; float[] allData = buffer.getFloatsAt(1, (int) buffer.length()); - assertArrayEquals(allButLast, allData, 1e-1f,getFailureMessage()); + assertArrayEquals(allButLast, allData, 1e-1f,getFailureMessage(backend)); } @@ -190,7 +190,7 @@ public class FloatDataBufferTest extends BaseNd4jTestWithBackends { public void testAsBytes(Nd4jBackend backend) { INDArray arr = Nd4j.create(5); byte[] d = arr.data().asBytes(); - assertEquals(4 * 5, d.length,getFailureMessage()); + assertEquals(4 * 5, d.length,getFailureMessage(backend)); INDArray rand = Nd4j.rand(3, 3); rand.data().asBytes(); diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/indexing/IndexingTestsC.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/indexing/IndexingTestsC.java index 45ef02238..fbcbd656a 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/indexing/IndexingTestsC.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/indexing/IndexingTestsC.java @@ -20,26 +20,18 @@ package org.nd4j.linalg.api.indexing; -import org.junit.jupiter.api.Test; import org.junit.jupiter.params.ParameterizedTest; import org.junit.jupiter.params.provider.MethodSource; - import org.nd4j.common.base.Preconditions; +import org.nd4j.common.util.ArrayUtil; import org.nd4j.linalg.BaseNd4jTestWithBackends; import org.nd4j.linalg.api.buffer.DataType; import org.nd4j.linalg.api.iter.NdIndexIterator; import org.nd4j.linalg.api.ndarray.INDArray; import org.nd4j.linalg.factory.Nd4j; import org.nd4j.linalg.factory.Nd4jBackend; -import org.nd4j.linalg.indexing.INDArrayIndex; -import org.nd4j.linalg.indexing.IntervalIndex; -import org.nd4j.linalg.indexing.NDArrayIndex; -import org.nd4j.linalg.indexing.NDArrayIndexAll; -import org.nd4j.linalg.indexing.NewAxis; -import org.nd4j.linalg.indexing.PointIndex; -import org.nd4j.linalg.indexing.SpecifiedIndex; +import org.nd4j.linalg.indexing.*; import org.nd4j.linalg.ops.transforms.Transforms; -import org.nd4j.common.util.ArrayUtil; import java.util.Arrays; import java.util.Random; @@ -56,22 +48,22 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testNegativeBounds() { - INDArray arr = Nd4j.linspace(1,10,10, DataType.DOUBLE).reshape(2,5); - INDArrayIndex interval = NDArrayIndex.interval(0,1,-2,arr.size(1)); - INDArray get = arr.get(NDArrayIndex.all(),interval); - INDArray assertion = Nd4j.create(new double[][]{ - {1,2,3}, - {6,7,8} - }); - assertEquals(assertion,get); + public void testNegativeBounds(Nd4jBackend backend) { + INDArray arr = Nd4j.linspace(1,10,10, DataType.DOUBLE).reshape(2,5); + INDArrayIndex interval = NDArrayIndex.interval(0,1,-2,arr.size(1)); + INDArray get = arr.get(NDArrayIndex.all(),interval); + INDArray assertion = Nd4j.create(new double[][]{ + {1,2,3}, + {6,7,8} + }); + assertEquals(assertion,get); } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testNewAxis() { + public void testNewAxis(Nd4jBackend backend) { INDArray arr = Nd4j.linspace(1, 12, 12, DataType.DOUBLE).reshape(3, 2, 2); INDArray get = arr.get(NDArrayIndex.all(), NDArrayIndex.all(), newAxis(), newAxis(), all()); long[] shapeAssertion = {3, 2, 1, 1, 2}; @@ -79,9 +71,9 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void broadcastBug() { + public void broadcastBug(Nd4jBackend backend) { INDArray a = Nd4j.create(new double[] {1.0, 2.0, 3.0, 4.0}, new int[] {2, 2}); final INDArray col = a.get(NDArrayIndex.all(), NDArrayIndex.point(0)); @@ -91,9 +83,9 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testIntervalsIn3D() { + public void testIntervalsIn3D(Nd4jBackend backend) { INDArray arr = Nd4j.arange(8).reshape(2, 2, 2).castTo(DataType.DOUBLE); INDArray assertion = Nd4j.create(new double[][] {{4, 5}, {6, 7}}).reshape(1, 2, 2); INDArray rest = arr.get(interval(1, 2), interval(0, 2), interval(0, 2)); @@ -101,9 +93,9 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testSmallInterval() { + public void testSmallInterval(Nd4jBackend backend) { INDArray arr = Nd4j.arange(8).reshape(2, 2, 2).castTo(DataType.DOUBLE); INDArray assertion = Nd4j.create(new double[][] {{4, 5}, {6, 7}}).reshape(1, 2, 2); INDArray rest = arr.get(interval(1, 2), all(), all()); @@ -111,9 +103,9 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testAllWithNewAxisAndInterval() { + public void testAllWithNewAxisAndInterval(Nd4jBackend backend) { INDArray arr = Nd4j.linspace(1, 24, 24, DataType.DOUBLE).reshape(4, 2, 3); INDArray assertion2 = Nd4j.create(new double[][] {{7, 8, 9},}).reshape(1, 1, 3); @@ -121,9 +113,9 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { assertEquals(assertion2, get2); } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testAllWithNewAxisInMiddle() { + public void testAllWithNewAxisInMiddle(Nd4jBackend backend) { INDArray arr = Nd4j.linspace(1, 24, 24, DataType.DOUBLE).reshape(4, 2, 3); INDArray assertion2 = Nd4j.create(new double[][] {{7, 8, 9}, {10, 11, 12}}).reshape(1, 2, 3); @@ -131,20 +123,20 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { assertEquals(assertion2, get2); } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testAllWithNewAxis() { + public void testAllWithNewAxis(Nd4jBackend backend) { INDArray arr = Nd4j.linspace(1, 24, 24, DataType.DOUBLE).reshape(4, 2, 3); INDArray get = arr.get(newAxis(), all(), point(1)); INDArray assertion = Nd4j.create(new double[][] {{4, 5, 6}, {10, 11, 12}, {16, 17, 18}, {22, 23, 24}}) - .reshape(1, 4, 3); + .reshape(1, 4, 3); assertEquals(assertion, get); } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testIndexingWithMmul() { + public void testIndexingWithMmul(Nd4jBackend backend) { INDArray a = Nd4j.linspace(1, 9, 9, DataType.DOUBLE).reshape(3, 3); INDArray b = Nd4j.linspace(1, 5, 5, DataType.DOUBLE).reshape(1, -1); // System.out.println(b); @@ -154,9 +146,9 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { assertEquals(assertion, c); } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testPointPointInterval() { + public void testPointPointInterval(Nd4jBackend backend) { INDArray wholeArr = Nd4j.linspace(1, 36, 36, DataType.DOUBLE).reshape(4, 3, 3); INDArray get = wholeArr.get(point(0), interval(1, 3), interval(1, 3)); INDArray assertion = Nd4j.create(new double[][] {{5, 6}, {8, 9}}); @@ -164,9 +156,9 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { assertEquals(assertion, get); } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testIntervalLowerBound() { + public void testIntervalLowerBound(Nd4jBackend backend) { INDArray wholeArr = Nd4j.linspace(1, 24, 24, DataType.DOUBLE).reshape(4, 2, 3); INDArray subarray = wholeArr.get(interval(1, 3), NDArrayIndex.point(0), NDArrayIndex.indices(0, 2)); INDArray assertion = Nd4j.create(new double[][] {{7, 9}, {13, 15}}); @@ -176,9 +168,9 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testGetPointRowVector() { + public void testGetPointRowVector(Nd4jBackend backend) { INDArray arr = Nd4j.linspace(1, 1000, 1000, DataType.DOUBLE).reshape(1, -1); INDArray arr2 = arr.get(point(0), interval(0, 100)); @@ -187,9 +179,9 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { assertEquals(Nd4j.linspace(1, 100, 100, DataType.DOUBLE), arr2); } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testSpecifiedIndexVector() { + public void testSpecifiedIndexVector(Nd4jBackend backend) { INDArray rootMatrix = Nd4j.linspace(1, 16, 16, DataType.DOUBLE).reshape(4, 4); INDArray threeD = Nd4j.linspace(1, 16, 16, DataType.DOUBLE).reshape(2, 2, 2, 2); INDArray get = rootMatrix.get(all(), new SpecifiedIndex(0, 2)); @@ -205,9 +197,9 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testPutRowIndexing() { + public void testPutRowIndexing(Nd4jBackend backend) { INDArray arr = Nd4j.ones(1, 10); INDArray row = Nd4j.create(1, 10); @@ -216,9 +208,9 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { assertEquals(arr, row); } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testVectorIndexing2() { + public void testVectorIndexing2(Nd4jBackend backend) { INDArray wholeVector = Nd4j.linspace(1, 5, 5, DataType.DOUBLE).get(interval(1, 2, 3, true)); INDArray assertion = Nd4j.create(new double[] {2, 4}); assertEquals(assertion, wholeVector); @@ -232,9 +224,9 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testOffsetsC() { + public void testOffsetsC(Nd4jBackend backend) { INDArray arr = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(2, 2); assertEquals(3, NDArrayIndex.offset(arr, 1, 1)); assertEquals(3, NDArrayIndex.offset(arr, point(1), point(1))); @@ -249,9 +241,9 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testIndexFor() { + public void testIndexFor(Nd4jBackend backend) { long[] shape = {1, 2}; INDArrayIndex[] indexes = NDArrayIndex.indexesFor(shape); for (int i = 0; i < indexes.length; i++) { @@ -259,9 +251,9 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { } } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testGetScalar() { + public void testGetScalar(Nd4jBackend backend) { INDArray arr = Nd4j.linspace(1, 5, 5, DataType.DOUBLE); INDArray d = arr.get(point(1)); assertTrue(d.isScalar()); @@ -269,26 +261,26 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testVectorIndexing() { + public void testVectorIndexing(Nd4jBackend backend) { INDArray arr = Nd4j.linspace(1, 10, 10, DataType.DOUBLE).reshape(1, -1); INDArray assertion = Nd4j.create(new double[] {2, 3, 4, 5}); INDArray viewTest = arr.get(point(0), interval(1, 5)); assertEquals(assertion, viewTest); } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testNegativeIndices() { + public void testNegativeIndices(Nd4jBackend backend) { INDArray test = Nd4j.create(10, 10, 10); test.putScalar(new int[] {0, 0, -1}, 1.0); assertEquals(1.0, test.getScalar(0, 0, -1).sumNumber()); } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testGetIndices2d() { + public void testGetIndices2d(Nd4jBackend backend) { INDArray twoByTwo = Nd4j.linspace(1, 6, 6, DataType.DOUBLE).reshape(3, 2); INDArray firstRow = twoByTwo.getRow(0); INDArray secondRow = twoByTwo.getRow(1); @@ -305,9 +297,9 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { assertEquals(Nd4j.create(new double[] {4}, new int[]{1,1}), individualElement); } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testGetRow() { + public void testGetRow(Nd4jBackend backend) { Nd4j.getRandom().setSeed(12345); INDArray in = Nd4j.linspace(0, 14, 15, DataType.DOUBLE).reshape(3, 5); int[] toGet = {0, 1}; @@ -323,9 +315,9 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testGetRowEdgeCase() { + public void testGetRowEdgeCase(Nd4jBackend backend) { INDArray rowVec = Nd4j.linspace(1, 5, 5, DataType.DOUBLE).reshape(1, -1); INDArray get = rowVec.getRow(0); //Returning shape [1,1] @@ -333,9 +325,9 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { assertEquals(rowVec, get); } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testGetColumnEdgeCase() { + public void testGetColumnEdgeCase(Nd4jBackend backend) { INDArray colVec = Nd4j.linspace(1, 5, 5, DataType.DOUBLE).reshape(1, -1).transpose(); INDArray get = colVec.getColumn(0); //Returning shape [1,1] @@ -343,9 +335,9 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { assertEquals(colVec, get); } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testConcatColumns() { + public void testConcatColumns(Nd4jBackend backend) { INDArray input1 = Nd4j.zeros(2, 1).castTo(DataType.DOUBLE); INDArray input2 = Nd4j.ones(2, 1).castTo(DataType.DOUBLE); INDArray concat = Nd4j.concat(1, input1, input2); @@ -353,18 +345,18 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { assertEquals(assertion, concat); } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testGetIndicesVector() { + public void testGetIndicesVector(Nd4jBackend backend) { INDArray line = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(1, -1); INDArray test = Nd4j.create(new double[] {2, 3}); INDArray result = line.get(point(0), interval(1, 3)); assertEquals(test, result); } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testArangeMul() { + public void testArangeMul(Nd4jBackend backend) { INDArray arange = Nd4j.arange(1, 17).reshape(4, 4).castTo(DataType.DOUBLE); INDArrayIndex index = interval(0, 2); INDArray get = arange.get(index, index); @@ -374,7 +366,7 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { assertEquals(assertion, mul); } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testIndexingThorough(){ long[] fullShape = {3,4,5,6,7}; @@ -575,7 +567,7 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { return d; } - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void debugging(){ long[] inShape = {3,4}; diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/ndarray/TestNdArrReadWriteTxt.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/ndarray/TestNdArrReadWriteTxt.java index 694016812..9e5491098 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/ndarray/TestNdArrReadWriteTxt.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/ndarray/TestNdArrReadWriteTxt.java @@ -46,12 +46,13 @@ import java.util.List; import static org.junit.jupiter.api.Assertions.assertEquals; @Slf4j - public class TestNdArrReadWriteTxt extends BaseNd4jTestWithBackends { + @TempDir Path testDir; + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void compareAfterWrite(@TempDir Path testDir,Nd4jBackend backend) throws Exception { + public void compareAfterWrite(Nd4jBackend backend) throws Exception { int [] ranksToCheck = new int[] {0,1,2,3,4}; for (int i = 0; i < ranksToCheck.length; i++) { // log.info("Checking read write arrays with rank " + ranksToCheck[i]); @@ -82,7 +83,7 @@ public class TestNdArrReadWriteTxt extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testNd4jReadWriteText(@TempDir Path testDir,Nd4jBackend backend) throws Exception { + public void testNd4jReadWriteText(Nd4jBackend backend) throws Exception { File dir = testDir.toFile(); int count = 0; diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/ndarray/TestNdArrReadWriteTxtC.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/ndarray/TestNdArrReadWriteTxtC.java index f8dcfda03..861412773 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/ndarray/TestNdArrReadWriteTxtC.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/ndarray/TestNdArrReadWriteTxtC.java @@ -38,11 +38,11 @@ import static org.nd4j.linalg.api.ndarray.TestNdArrReadWriteTxt.compareArrays; @Slf4j public class TestNdArrReadWriteTxtC extends BaseNd4jTestWithBackends { - + @TempDir Path testDir; @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void compareAfterWrite(@TempDir Path testDir,Nd4jBackend backend) throws Exception { + public void compareAfterWrite(Nd4jBackend backend) throws Exception { int[] ranksToCheck = new int[]{0, 1, 2, 3, 4}; for (int i = 0; i < ranksToCheck.length; i++) { log.info("Checking read write arrays with rank " + ranksToCheck[i]); diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/broadcast/BasicBroadcastTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/broadcast/BasicBroadcastTests.java index 22f17f103..ccbd72bc7 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/broadcast/BasicBroadcastTests.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/broadcast/BasicBroadcastTests.java @@ -22,6 +22,7 @@ package org.nd4j.linalg.broadcast; import lombok.extern.slf4j.Slf4j; import lombok.val; +import org.junit.jupiter.api.Disabled; import org.junit.jupiter.api.Test; import org.junit.jupiter.params.ParameterizedTest; import org.junit.jupiter.params.provider.MethodSource; @@ -135,7 +136,6 @@ public class BasicBroadcastTests extends BaseNd4jTestWithBackends { assertEquals(e, z); } - @Test() @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void basicBroadcastFailureTest_1(Nd4jBackend backend) { @@ -146,7 +146,6 @@ public class BasicBroadcastTests extends BaseNd4jTestWithBackends { }); } - @Test() @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void basicBroadcastFailureTest_2(Nd4jBackend backend) { @@ -158,7 +157,6 @@ public class BasicBroadcastTests extends BaseNd4jTestWithBackends { } - @Test() @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void basicBroadcastFailureTest_3(Nd4jBackend backend) { @@ -170,16 +168,15 @@ public class BasicBroadcastTests extends BaseNd4jTestWithBackends { } - @Test() @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") + @Disabled public void basicBroadcastFailureTest_4(Nd4jBackend backend) { val x = Nd4j.create(DataType.FLOAT, 3, 1, 2).assign(4.f); val y = Nd4j.createFromArray(new float[]{2.f, 2.f, 2.f, 2.f}).reshape(2, 2); val z = x.addi(y); } - @Test() @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void basicBroadcastFailureTest_5(Nd4jBackend backend) { @@ -191,7 +188,6 @@ public class BasicBroadcastTests extends BaseNd4jTestWithBackends { } - @Test() @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void basicBroadcastFailureTest_6(Nd4jBackend backend) { @@ -249,9 +245,9 @@ public class BasicBroadcastTests extends BaseNd4jTestWithBackends { assertEquals(y, z); } - @Test() @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") + @Disabled public void emptyBroadcastTest_2(Nd4jBackend backend) { val x = Nd4j.create(DataType.FLOAT, 1, 2); val y = Nd4j.create(DataType.FLOAT, 0, 2); diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/compression/CompressionMagicTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/compression/CompressionMagicTests.java index 1f1ccd430..75164f89b 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/compression/CompressionMagicTests.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/compression/CompressionMagicTests.java @@ -37,7 +37,7 @@ import static org.junit.jupiter.api.Assertions.*; public class CompressionMagicTests extends BaseNd4jTestWithBackends { @BeforeEach - public void setUp(Nd4jBackend backend) { + public void setUp() { } diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/convolution/DeconvTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/convolution/DeconvTests.java index e39678f4f..4809aa379 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/convolution/DeconvTests.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/convolution/DeconvTests.java @@ -48,6 +48,7 @@ import java.util.Set; public class DeconvTests extends BaseNd4jTestWithBackends { + @TempDir Path testDir; @Override public char ordering() { @@ -56,7 +57,7 @@ public class DeconvTests extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void compareKeras(@TempDir Path testDir,Nd4jBackend backend) throws Exception { + public void compareKeras(Nd4jBackend backend) throws Exception { File newFolder = testDir.toFile(); new ClassPathResource("keras/deconv/").copyDirectory(newFolder); diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/crash/SpecialTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/crash/SpecialTests.java index 59ef09082..92d274d24 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/crash/SpecialTests.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/crash/SpecialTests.java @@ -99,7 +99,8 @@ public class SpecialTests extends BaseNd4jTestWithBackends { } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testScalarShuffle1(Nd4jBackend backend) { assertThrows(ND4JIllegalStateException.class,() -> { List listData = new ArrayList<>(); diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/custom/CustomOpsTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/custom/CustomOpsTests.java index a6a0ab8a6..4ed12dc0e 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/custom/CustomOpsTests.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/custom/CustomOpsTests.java @@ -195,7 +195,8 @@ public class CustomOpsTests extends BaseNd4jTestWithBackends { assertEquals(exp, arrayX); } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testInplaceOp1(Nd4jBackend backend) { assertThrows(ND4JIllegalStateException.class,() -> { val arrayX = Nd4j.create(10, 10); diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/BalanceMinibatchesTest.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/BalanceMinibatchesTest.java index 056bc7ba3..55ae9457b 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/BalanceMinibatchesTest.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/BalanceMinibatchesTest.java @@ -41,10 +41,11 @@ import static org.junit.jupiter.api.Assertions.assertTrue; public class BalanceMinibatchesTest extends BaseNd4jTestWithBackends { + @TempDir Path testDir; @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testBalance(@TempDir Path testDir,Nd4jBackend backend) throws Exception { + public void testBalance(Nd4jBackend backend) throws Exception { DataSetIterator iterator = new IrisDataSetIterator(10, 150); File minibatches = new File(testDir.toFile(),"mini-batch-dir"); @@ -62,7 +63,7 @@ public class BalanceMinibatchesTest extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testMiniBatchBalanced(@TempDir Path testDir,Nd4jBackend backend) throws Exception { + public void testMiniBatchBalanced(Nd4jBackend backend) throws Exception { int miniBatchSize = 100; DataSetIterator iterator = new IrisDataSetIterator(miniBatchSize, 150); diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/DataSetTest.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/DataSetTest.java index a0e14ac16..f16dccd08 100755 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/DataSetTest.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/DataSetTest.java @@ -51,8 +51,10 @@ import static org.nd4j.linalg.indexing.NDArrayIndex.*; @Slf4j public class DataSetTest extends BaseNd4jTestWithBackends { - - @ParameterizedTest + + @TempDir Path testDir; + + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testViewIterator(Nd4jBackend backend) { DataSetIterator iter = new ViewIterator(new IrisDataSetIterator(150, 150).next(), 10); @@ -106,9 +108,9 @@ public class DataSetTest extends BaseNd4jTestWithBackends { - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testSplitTestAndTrain (Nd4jBackend backend) { + public void testSplitTestAndTrain(Nd4jBackend backend) { INDArray labels = FeatureUtil.toOutcomeMatrix(new int[] {0, 0, 0, 0, 0, 0, 0, 0}, 1); DataSet data = new DataSet(Nd4j.rand(8, 1), labels); @@ -116,7 +118,7 @@ public class DataSetTest extends BaseNd4jTestWithBackends { assertEquals(train.getTrain().getLabels().length(), 6); SplitTestAndTrain train2 = data.splitTestAndTrain(6, new Random(1)); - assertEquals(train.getTrain().getFeatures(), train2.getTrain().getFeatures(),getFailureMessage()); + assertEquals(train.getTrain().getFeatures(), train2.getTrain().getFeatures(),getFailureMessage(backend)); DataSet x0 = new IrisDataSetIterator(150, 150).next(); SplitTestAndTrain testAndTrain = x0.splitTestAndTrain(10); @@ -144,7 +146,7 @@ public class DataSetTest extends BaseNd4jTestWithBackends { SplitTestAndTrain testAndTrainRng = x2.splitTestAndTrain(10, rngHere); assertArrayEquals(testAndTrainRng.getTrain().getFeatures().shape(), - testAndTrain.getTrain().getFeatures().shape()); + testAndTrain.getTrain().getFeatures().shape()); assertEquals(testAndTrainRng.getTrain().getFeatures(), testAndTrain.getTrain().getFeatures()); assertEquals(testAndTrainRng.getTrain().getLabels(), testAndTrain.getTrain().getLabels()); @@ -154,13 +156,13 @@ public class DataSetTest extends BaseNd4jTestWithBackends { @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testLabelCounts(Nd4jBackend backend) { DataSet x0 = new IrisDataSetIterator(150, 150).next(); - assertEquals(0, x0.get(0).outcome(),getFailureMessage()); - assertEquals( 0, x0.get(1).outcome(),getFailureMessage()); - assertEquals(2, x0.get(149).outcome(),getFailureMessage()); + assertEquals(0, x0.get(0).outcome(),getFailureMessage(backend)); + assertEquals( 0, x0.get(1).outcome(),getFailureMessage(backend)); + assertEquals(2, x0.get(149).outcome(),getFailureMessage(backend)); Map counts = x0.labelCounts(); - assertEquals(50, counts.get(0), 1e-1,getFailureMessage()); - assertEquals(50, counts.get(1), 1e-1,getFailureMessage()); - assertEquals(50, counts.get(2), 1e-1,getFailureMessage()); + assertEquals(50, counts.get(0), 1e-1,getFailureMessage(backend)); + assertEquals(50, counts.get(1), 1e-1,getFailureMessage(backend)); + assertEquals(50, counts.get(2), 1e-1,getFailureMessage(backend)); } @@ -694,14 +696,14 @@ public class DataSetTest extends BaseNd4jTestWithBackends { INDArray expLabels3d = Nd4j.create(3, 3, 4); expLabels3d.put(new INDArrayIndex[] {interval(0,1), NDArrayIndex.all(), NDArrayIndex.interval(0, 4)}, - l3d1); + l3d1); expLabels3d.put(new INDArrayIndex[] {NDArrayIndex.interval(1, 2, true), NDArrayIndex.all(), - NDArrayIndex.interval(0, 3)}, l3d2); + NDArrayIndex.interval(0, 3)}, l3d2); INDArray expLM3d = Nd4j.create(3, 3, 4); expLM3d.put(new INDArrayIndex[] {interval(0,1), NDArrayIndex.all(), NDArrayIndex.interval(0, 4)}, - lm3d1); + lm3d1); expLM3d.put(new INDArrayIndex[] {NDArrayIndex.interval(1, 2, true), NDArrayIndex.all(), - NDArrayIndex.interval(0, 3)}, lm3d2); + NDArrayIndex.interval(0, 3)}, lm3d2); DataSet merged3d = DataSet.merge(Arrays.asList(ds3d1, ds3d2)); @@ -752,52 +754,52 @@ public class DataSetTest extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testShuffleNd(Nd4jBackend backend) { - int numDims = 7; - int nLabels = 3; - Random r = new Random(); + int numDims = 7; + int nLabels = 3; + Random r = new Random(); - int[] shape = new int[numDims]; - int entries = 1; - for (int i = 0; i < numDims; i++) { - //randomly generating shapes bigger than 1 - shape[i] = r.nextInt(4) + 2; - entries *= shape[i]; - } - int labels = shape[0] * nLabels; + int[] shape = new int[numDims]; + int entries = 1; + for (int i = 0; i < numDims; i++) { + //randomly generating shapes bigger than 1 + shape[i] = r.nextInt(4) + 2; + entries *= shape[i]; + } + int labels = shape[0] * nLabels; - INDArray ds_data = Nd4j.linspace(1, entries, entries, DataType.INT).reshape(shape); - INDArray ds_labels = Nd4j.linspace(1, labels, labels, DataType.INT).reshape(shape[0], nLabels); + INDArray ds_data = Nd4j.linspace(1, entries, entries, DataType.INT).reshape(shape); + INDArray ds_labels = Nd4j.linspace(1, labels, labels, DataType.INT).reshape(shape[0], nLabels); - DataSet ds = new DataSet(ds_data, ds_labels); - ds.shuffle(); + DataSet ds = new DataSet(ds_data, ds_labels); + ds.shuffle(); - //Checking Nd dataset which is the data - for (int dim = 1; dim < numDims; dim++) { - //get tensor along dimension - the order in every dimension but zero should be preserved - for (int tensorNum = 0; tensorNum < ds_data.tensorsAlongDimension(dim); tensorNum++) { - //the difference between consecutive elements should be equal to the stride - for (int i = 0, j = 1; j < shape[dim]; i++, j++) { - int f_element = ds.getFeatures().tensorAlongDimension(tensorNum, dim).getInt(i); - int f_next_element = ds.getFeatures().tensorAlongDimension(tensorNum, dim).getInt(j); - int f_element_diff = f_next_element - f_element; - assertEquals(f_element_diff, ds_data.stride(dim)); - } - } - } - - //Checking 2d, features - int dim = 1; + //Checking Nd dataset which is the data + for (int dim = 1; dim < numDims; dim++) { //get tensor along dimension - the order in every dimension but zero should be preserved - for (int tensorNum = 0; tensorNum < ds_labels.tensorsAlongDimension(dim); tensorNum++) { + for (int tensorNum = 0; tensorNum < ds_data.tensorsAlongDimension(dim); tensorNum++) { //the difference between consecutive elements should be equal to the stride - for (int i = 0, j = 1; j < nLabels; i++, j++) { - int l_element = ds.getLabels().tensorAlongDimension(tensorNum, dim).getInt(i); - int l_next_element = ds.getLabels().tensorAlongDimension(tensorNum, dim).getInt(j); - int l_element_diff = l_next_element - l_element; - assertEquals(l_element_diff, ds_labels.stride(dim)); + for (int i = 0, j = 1; j < shape[dim]; i++, j++) { + int f_element = ds.getFeatures().tensorAlongDimension(tensorNum, dim).getInt(i); + int f_next_element = ds.getFeatures().tensorAlongDimension(tensorNum, dim).getInt(j); + int f_element_diff = f_next_element - f_element; + assertEquals(f_element_diff, ds_data.stride(dim)); } } + } + + //Checking 2d, features + int dim = 1; + //get tensor along dimension - the order in every dimension but zero should be preserved + for (int tensorNum = 0; tensorNum < ds_labels.tensorsAlongDimension(dim); tensorNum++) { + //the difference between consecutive elements should be equal to the stride + for (int i = 0, j = 1; j < nLabels; i++, j++) { + int l_element = ds.getLabels().tensorAlongDimension(tensorNum, dim).getInt(i); + int l_next_element = ds.getLabels().tensorAlongDimension(tensorNum, dim).getInt(j); + int l_element_diff = l_next_element - l_element; + assertEquals(l_element_diff, ds_labels.stride(dim)); + } + } } @ParameterizedTest @@ -936,9 +938,9 @@ public class DataSetTest extends BaseNd4jTestWithBackends { //Checking if the features and labels are equal assertEquals(iDataSet.getFeatures(), - dsList.get(i).getFeatures().get(all(), all(), interval(0, minTSLength + i))); + dsList.get(i).getFeatures().get(all(), all(), interval(0, minTSLength + i))); assertEquals(iDataSet.getLabels(), - dsList.get(i).getLabels().get(all(), all(), interval(0, minTSLength + i))); + dsList.get(i).getLabels().get(all(), all(), interval(0, minTSLength + i))); } } @@ -964,8 +966,8 @@ public class DataSetTest extends BaseNd4jTestWithBackends { for (boolean lMask : b) { DataSet ds = new DataSet((features ? f : null), - (labels ? (labelsSameAsFeatures ? f : l) : null), (fMask ? fm : null), - (lMask ? lm : null)); + (labels ? (labelsSameAsFeatures ? f : l) : null), (fMask ? fm : null), + (lMask ? lm : null)); ByteArrayOutputStream baos = new ByteArrayOutputStream(); DataOutputStream dos = new DataOutputStream(baos); @@ -1009,7 +1011,7 @@ public class DataSetTest extends BaseNd4jTestWithBackends { boolean lMask = true; DataSet ds = new DataSet((features ? f : null), (labels ? (labelsSameAsFeatures ? f : l) : null), - (fMask ? fm : null), (lMask ? lm : null)); + (fMask ? fm : null), (lMask ? lm : null)); ByteArrayOutputStream baos = new ByteArrayOutputStream(); DataOutputStream dos = new DataOutputStream(baos); @@ -1098,7 +1100,7 @@ public class DataSetTest extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testDataSetMetaDataSerialization(@TempDir Path testDir,Nd4jBackend backend) throws IOException { + public void testDataSetMetaDataSerialization(Nd4jBackend backend) throws IOException { for(boolean withMeta : new boolean[]{false, true}) { // create simple data set with meta data object @@ -1129,7 +1131,7 @@ public class DataSetTest extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testMultiDataSetMetaDataSerialization(@TempDir Path testDir,Nd4jBackend nd4jBackend) throws IOException { + public void testMultiDataSetMetaDataSerialization(Nd4jBackend nd4jBackend) throws IOException { for(boolean withMeta : new boolean[]{false, true}) { // create simple data set with meta data object diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/KFoldIteratorTest.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/KFoldIteratorTest.java index 152466d7d..beef4223d 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/KFoldIteratorTest.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/KFoldIteratorTest.java @@ -106,7 +106,8 @@ public class KFoldIteratorTest extends BaseNd4jTestWithBackends { } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void checkCornerCaseException(Nd4jBackend backend) { assertThrows(IllegalArgumentException.class,() -> { DataSet allData = new DataSet(Nd4j.linspace(1,99,99, DataType.DOUBLE).reshape(-1, 1), diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/MiniBatchFileDataSetIteratorTest.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/MiniBatchFileDataSetIteratorTest.java index 4b4196e98..5a4873203 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/MiniBatchFileDataSetIteratorTest.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/MiniBatchFileDataSetIteratorTest.java @@ -21,27 +21,25 @@ package org.nd4j.linalg.dataset; -import org.junit.jupiter.api.Test; - import org.junit.jupiter.api.io.TempDir; import org.junit.jupiter.params.ParameterizedTest; import org.junit.jupiter.params.provider.MethodSource; - import org.nd4j.linalg.BaseNd4jTestWithBackends; import org.nd4j.linalg.dataset.api.iterator.DataSetIterator; +import org.nd4j.linalg.factory.Nd4jBackend; import java.nio.file.Path; import static org.junit.jupiter.api.Assertions.assertEquals; - public class MiniBatchFileDataSetIteratorTest extends BaseNd4jTestWithBackends { + @TempDir Path testDir; @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testMiniBatches(@TempDir Path testDir) throws Exception { + public void testMiniBatches(Nd4jBackend backend) throws Exception { DataSet load = new IrisDataSetIterator(150, 150).next(); final MiniBatchFileDataSetIterator iter = new MiniBatchFileDataSetIterator(load, 10, false, testDir.toFile()); while (iter.hasNext()) diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/api/preprocessor/CompositeDataSetPreProcessorTest.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/api/preprocessor/CompositeDataSetPreProcessorTest.java index d720d815c..5d5765ac8 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/api/preprocessor/CompositeDataSetPreProcessorTest.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/api/preprocessor/CompositeDataSetPreProcessorTest.java @@ -39,8 +39,7 @@ public class CompositeDataSetPreProcessorTest extends BaseNd4jTestWithBackends { return 'c'; } - @Test() - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void when_preConditionsIsNull_expect_NullPointerException(Nd4jBackend backend) { assertThrows(NullPointerException.class,() -> { diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/api/preprocessor/CropAndResizeDataSetPreProcessorTest.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/api/preprocessor/CropAndResizeDataSetPreProcessorTest.java index 923a8f7ee..28377da43 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/api/preprocessor/CropAndResizeDataSetPreProcessorTest.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/api/preprocessor/CropAndResizeDataSetPreProcessorTest.java @@ -41,8 +41,7 @@ public class CropAndResizeDataSetPreProcessorTest extends BaseNd4jTestWithBacken return 'c'; } - @Test() - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void when_originalHeightIsZero_expect_IllegalArgumentException(Nd4jBackend backend) { assertThrows(IllegalArgumentException.class,() -> { @@ -51,8 +50,7 @@ public class CropAndResizeDataSetPreProcessorTest extends BaseNd4jTestWithBacken }); } - @Test() - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void when_originalWidthIsZero_expect_IllegalArgumentException(Nd4jBackend backend) { assertThrows(IllegalArgumentException.class,() -> { @@ -61,8 +59,7 @@ public class CropAndResizeDataSetPreProcessorTest extends BaseNd4jTestWithBacken }); } - @Test() - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void when_yStartIsNegative_expect_IllegalArgumentException(Nd4jBackend backend) { assertThrows(IllegalArgumentException.class,() -> { @@ -71,8 +68,7 @@ public class CropAndResizeDataSetPreProcessorTest extends BaseNd4jTestWithBacken }); } - @Test() - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void when_xStartIsNegative_expect_IllegalArgumentException(Nd4jBackend backend) { assertThrows(IllegalArgumentException.class,() -> { @@ -81,8 +77,7 @@ public class CropAndResizeDataSetPreProcessorTest extends BaseNd4jTestWithBacken }); } - @Test() - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void when_heightIsNotGreaterThanZero_expect_IllegalArgumentException(Nd4jBackend backend) { assertThrows(IllegalArgumentException.class,() -> { @@ -91,8 +86,7 @@ public class CropAndResizeDataSetPreProcessorTest extends BaseNd4jTestWithBacken }); } - @Test() - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void when_widthIsNotGreaterThanZero_expect_IllegalArgumentException(Nd4jBackend backend) { assertThrows(IllegalArgumentException.class,() -> { @@ -101,8 +95,7 @@ public class CropAndResizeDataSetPreProcessorTest extends BaseNd4jTestWithBacken }); } - @Test() - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void when_numChannelsIsNotGreaterThanZero_expect_IllegalArgumentException(Nd4jBackend backend) { assertThrows(IllegalArgumentException.class,() -> { @@ -111,8 +104,7 @@ public class CropAndResizeDataSetPreProcessorTest extends BaseNd4jTestWithBacken }); } - @Test() - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void when_dataSetIsNull_expect_NullPointerException(Nd4jBackend backend) { // Assemble diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/api/preprocessor/PermuteDataSetPreProcessorTest.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/api/preprocessor/PermuteDataSetPreProcessorTest.java index 4cb743883..a3155734c 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/api/preprocessor/PermuteDataSetPreProcessorTest.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/api/preprocessor/PermuteDataSetPreProcessorTest.java @@ -39,7 +39,8 @@ public class PermuteDataSetPreProcessorTest extends BaseNd4jTestWithBackends { return 'c'; } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void when_dataSetIsNull_expect_NullPointerException(Nd4jBackend backend) { assertThrows(NullPointerException.class,() -> { // Assemble diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/api/preprocessor/RGBtoGrayscaleDataSetPreProcessorTest.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/api/preprocessor/RGBtoGrayscaleDataSetPreProcessorTest.java index 071bcfb85..b56220c7e 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/api/preprocessor/RGBtoGrayscaleDataSetPreProcessorTest.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/dataset/api/preprocessor/RGBtoGrayscaleDataSetPreProcessorTest.java @@ -20,7 +20,6 @@ package org.nd4j.linalg.dataset.api.preprocessor; -import org.junit.jupiter.api.Test; import org.junit.jupiter.params.ParameterizedTest; import org.junit.jupiter.params.provider.MethodSource; import org.nd4j.linalg.BaseNd4jTestWithBackends; @@ -39,7 +38,8 @@ public class RGBtoGrayscaleDataSetPreProcessorTest extends BaseNd4jTestWithBacke return 'c'; } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void when_dataSetIsNull_expect_NullPointerException(Nd4jBackend backend) { assertThrows(NullPointerException.class,() -> { // Assemble diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/factory/Nd4jTest.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/factory/Nd4jTest.java index 518bd19ca..cad8f7eda 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/factory/Nd4jTest.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/factory/Nd4jTest.java @@ -139,7 +139,7 @@ public class Nd4jTest extends BaseNd4jTestWithBackends { INDArray actualResult = data.mean(0); INDArray expectedResult = Nd4j.create(new double[] {3., 3., 3., 3., 6., 6., 6., 6., 3., 3., 3., 3., 6., 6., 6., 6., 3., 3., 3., 3., 6., 6., 6., 6., 3., 3., 3., 3., 6., 6., 6., 6.}, new int[] {2, 4, 4}); - assertEquals(expectedResult, actualResult,getFailureMessage()); + assertEquals(expectedResult, actualResult,getFailureMessage(backend)); } @@ -154,7 +154,7 @@ public class Nd4jTest extends BaseNd4jTestWithBackends { INDArray actualResult = data.var(false, 0); INDArray expectedResult = Nd4j.create(new double[] {1., 1., 1., 1., 4., 4., 4., 4., 1., 1., 1., 1., 4., 4., 4., 4., 1., 1., 1., 1., 4., 4., 4., 4., 1., 1., 1., 1., 4., 4., 4., 4.}, new long[] {2, 4, 4}); - assertEquals(expectedResult, actualResult,getFailureMessage()); + assertEquals(expectedResult, actualResult,getFailureMessage(backend)); } @ParameterizedTest diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/memory/CloseableTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/memory/CloseableTests.java index 6ce604bb5..239e43839 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/memory/CloseableTests.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/memory/CloseableTests.java @@ -83,8 +83,7 @@ public class CloseableTests extends BaseNd4jTestWithBackends { } } - @Test() - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testAccessException_1(Nd4jBackend backend) { assertThrows(IllegalStateException.class,() -> { @@ -96,8 +95,7 @@ public class CloseableTests extends BaseNd4jTestWithBackends { } - @Test() - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testAccessException_2(Nd4jBackend backend) { assertThrows(IllegalStateException.class,() -> { diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/mixed/MixedDataTypesTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/mixed/MixedDataTypesTests.java index d4f3058ff..5b5c46915 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/mixed/MixedDataTypesTests.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/mixed/MixedDataTypesTests.java @@ -384,7 +384,9 @@ public class MixedDataTypesTests extends BaseNd4jTestWithBackends { assertEquals(exp, arrayZ); } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") + public void testTypesValidation_1(Nd4jBackend backend) { assertThrows(IllegalArgumentException.class,() -> { val arrayX = Nd4j.create(new int[]{1, 2, 3, 4}, new long[]{4}, DataType.LONG); @@ -397,7 +399,8 @@ public class MixedDataTypesTests extends BaseNd4jTestWithBackends { } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testTypesValidation_2(Nd4jBackend backend) { assertThrows(RuntimeException.class,() -> { val arrayX = Nd4j.create(new int[]{1, 2, 3, 4}, new long[]{4}, DataType.INT); @@ -412,7 +415,8 @@ public class MixedDataTypesTests extends BaseNd4jTestWithBackends { } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testTypesValidation_3(Nd4jBackend backend) { assertThrows(RuntimeException.class,() -> { val arrayX = Nd4j.create(new int[]{1, 2, 3, 4}, new long[]{4}, DataType.INT); @@ -422,6 +426,8 @@ public class MixedDataTypesTests extends BaseNd4jTestWithBackends { } + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testTypesValidation_4(Nd4jBackend backend) { val arrayX = Nd4j.create(new int[]{1, 2, 3, 4}, new long[]{4}, DataType.INT); val arrayY = Nd4j.create(new int[]{1, 0, 0, 4}, new long[]{4}, DataType.DOUBLE); @@ -485,7 +491,7 @@ public class MixedDataTypesTests extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testBoolFloatCast2(){ + public void testBoolFloatCast2(Nd4jBackend backend){ val first = Nd4j.zeros(DataType.FLOAT, 3, 5000); INDArray asBool = first.castTo(DataType.BOOL); INDArray not = Transforms.not(asBool); // @@ -516,7 +522,7 @@ public class MixedDataTypesTests extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testAssignScalarSimple(){ + public void testAssignScalarSimple(Nd4jBackend backend){ for(DataType dt : new DataType[]{DataType.DOUBLE, DataType.FLOAT, DataType.HALF}) { INDArray arr = Nd4j.scalar(dt, 10.0); arr.assign(2.0); @@ -526,7 +532,7 @@ public class MixedDataTypesTests extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testSimple(){ + public void testSimple(Nd4jBackend backend){ Nd4j.create(1); for(DataType dt : new DataType[]{DataType.DOUBLE, DataType.FLOAT, DataType.HALF, DataType.INT, DataType.LONG}) { // System.out.println("----- " + dt + " -----"); @@ -551,7 +557,7 @@ public class MixedDataTypesTests extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testWorkspaceBool(){ + public void testWorkspaceBool(Nd4jBackend backend){ val conf = WorkspaceConfiguration.builder().minSize(10 * 1024 * 1024) .overallocationLimit(1.0).policyAllocation(AllocationPolicy.OVERALLOCATE) .policyLearning(LearningPolicy.FIRST_LOOP).policyMirroring(MirroringPolicy.FULL) @@ -559,7 +565,7 @@ public class MixedDataTypesTests extends BaseNd4jTestWithBackends { val ws = Nd4j.getWorkspaceManager().getWorkspaceForCurrentThread(conf, "WS"); - for( int i=0; i<10; i++ ) { + for( int i = 0; i < 10; i++ ) { try (val workspace = (Nd4jWorkspace)ws.notifyScopeEntered() ) { val bool = Nd4j.create(DataType.BOOL, 1, 10); val dbl = Nd4j.create(DataType.DOUBLE, 1, 10); @@ -574,8 +580,9 @@ public class MixedDataTypesTests extends BaseNd4jTestWithBackends { } } - @Test - @Disabled("AB 2019/05/23 - Failing on linux-x86_64-cuda-9.2 - see issue #7657") + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") + @Disabled public void testArrayCreationFromPointer(Nd4jBackend backend) { val source = Nd4j.create(new double[]{1, 2, 3, 4, 5}); diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/nativ/NativeBlasTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/nativ/NativeBlasTests.java index 0717bd0d3..c09403f83 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/nativ/NativeBlasTests.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/nativ/NativeBlasTests.java @@ -40,13 +40,13 @@ public class NativeBlasTests extends BaseNd4jTestWithBackends { @BeforeEach - public void setUp(Nd4jBackend backend) { + public void setUp() { Nd4j.getExecutioner().enableDebugMode(true); Nd4j.getExecutioner().enableVerboseMode(true); } @AfterEach - public void setDown(Nd4jBackend backend) { + public void setDown() { Nd4j.getExecutioner().enableDebugMode(false); Nd4j.getExecutioner().enableVerboseMode(false); } diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/ops/OpExecutionerTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/ops/OpExecutionerTests.java index 3cb758a1b..d4fb22de8 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/ops/OpExecutionerTests.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/ops/OpExecutionerTests.java @@ -77,18 +77,18 @@ public class OpExecutionerTests extends BaseNd4jTestWithBackends { INDArray vec1 = Nd4j.create(new float[] {1, 2, 3, 4, 5}); INDArray vec2 = Nd4j.create(new float[] {1, 2, 3, 4, 5}); double sim = Transforms.cosineSim(vec1, vec2); - assertEquals( 1, sim, 1e-1,getFailureMessage()); + assertEquals( 1, sim, 1e-1,getFailureMessage(backend)); } @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testCosineDistance(){ + public void testCosineDistance(Nd4jBackend backend){ INDArray vec1 = Nd4j.create(new float[] {1, 2, 3}); INDArray vec2 = Nd4j.create(new float[] {3, 5, 7}); // 1-17*sqrt(2/581) double distance = Transforms.cosineDistance(vec1, vec2); - assertEquals(0.0025851, distance, 1e-7,getFailureMessage()); + assertEquals(0.0025851, distance, 1e-7,getFailureMessage(backend)); } @ParameterizedTest @@ -97,7 +97,7 @@ public class OpExecutionerTests extends BaseNd4jTestWithBackends { INDArray arr = Nd4j.create(new double[] {55, 55}); INDArray arr2 = Nd4j.create(new double[] {60, 60}); double result = Nd4j.getExecutioner().execAndReturn(new EuclideanDistance(arr, arr2)).z().getDouble(0); - assertEquals(7.0710678118654755, result, 1e-1,getFailureMessage()); + assertEquals(7.0710678118654755, result, 1e-1,getFailureMessage(backend)); } @ParameterizedTest @@ -137,7 +137,7 @@ public class OpExecutionerTests extends BaseNd4jTestWithBackends { INDArray scalarMax = Nd4j.linspace(1, 6, 6, DataType.DOUBLE).negi(); INDArray postMax = Nd4j.ones(DataType.DOUBLE, 6); Nd4j.getExecutioner().exec(new ScalarMax(scalarMax, 1)); - assertEquals(scalarMax, postMax,getFailureMessage()); + assertEquals(scalarMax, postMax,getFailureMessage(backend)); } @ParameterizedTest @@ -147,14 +147,14 @@ public class OpExecutionerTests extends BaseNd4jTestWithBackends { Nd4j.getExecutioner().exec(new SetRange(linspace, 0, 1)); for (int i = 0; i < linspace.length(); i++) { double val = linspace.getDouble(i); - assertTrue( val >= 0 && val <= 1,getFailureMessage()); + assertTrue( val >= 0 && val <= 1,getFailureMessage(backend)); } INDArray linspace2 = Nd4j.linspace(1, 4, 4, DataType.DOUBLE); Nd4j.getExecutioner().exec(new SetRange(linspace2, 2, 4)); for (int i = 0; i < linspace2.length(); i++) { double val = linspace2.getDouble(i); - assertTrue( val >= 2 && val <= 4,getFailureMessage()); + assertTrue( val >= 2 && val <= 4,getFailureMessage(backend)); } } @@ -163,7 +163,7 @@ public class OpExecutionerTests extends BaseNd4jTestWithBackends { public void testNormMax(Nd4jBackend backend) { INDArray arr = Nd4j.create(new float[] {1, 2, 3, 4}); double normMax = Nd4j.getExecutioner().execAndReturn(new NormMax(arr)).z().getDouble(0); - assertEquals(4, normMax, 1e-1,getFailureMessage()); + assertEquals(4, normMax, 1e-1,getFailureMessage(backend)); } @ParameterizedTest @@ -187,7 +187,7 @@ public class OpExecutionerTests extends BaseNd4jTestWithBackends { public void testNorm2(Nd4jBackend backend) { INDArray arr = Nd4j.create(new float[] {1, 2, 3, 4}); double norm2 = Nd4j.getExecutioner().execAndReturn(new Norm2(arr)).z().getDouble(0); - assertEquals(5.4772255750516612, norm2, 1e-1,getFailureMessage()); + assertEquals(5.4772255750516612, norm2, 1e-1,getFailureMessage(backend)); } @ParameterizedTest @@ -198,7 +198,7 @@ public class OpExecutionerTests extends BaseNd4jTestWithBackends { INDArray xDup = x.dup(); INDArray solution = Nd4j.valueArrayOf(5, 2.0); opExecutioner.exec(new AddOp(new INDArray[]{x, xDup},new INDArray[]{x})); - assertEquals(solution, x,getFailureMessage()); + assertEquals(solution, x,getFailureMessage(backend)); } @ParameterizedTest @@ -221,13 +221,13 @@ public class OpExecutionerTests extends BaseNd4jTestWithBackends { INDArray xDup = x.dup(); INDArray solution = Nd4j.valueArrayOf(5, 2.0); opExecutioner.exec(new AddOp(new INDArray[]{x, xDup},new INDArray[]{x})); - assertEquals(solution, x,getFailureMessage()); + assertEquals(solution, x,getFailureMessage(backend)); Sum acc = new Sum(x.dup()); opExecutioner.exec(acc); - assertEquals(10.0, acc.getFinalResult().doubleValue(), 1e-1,getFailureMessage()); + assertEquals(10.0, acc.getFinalResult().doubleValue(), 1e-1,getFailureMessage(backend)); Prod prod = new Prod(x.dup()); opExecutioner.exec(prod); - assertEquals(32.0, prod.getFinalResult().doubleValue(), 1e-1,getFailureMessage()); + assertEquals(32.0, prod.getFinalResult().doubleValue(), 1e-1,getFailureMessage(backend)); } @@ -275,7 +275,7 @@ public class OpExecutionerTests extends BaseNd4jTestWithBackends { Variance variance = new Variance(x.dup(), true); opExecutioner.exec(variance); - assertEquals( 2.5, variance.getFinalResult().doubleValue(), 1e-1,getFailureMessage()); + assertEquals( 2.5, variance.getFinalResult().doubleValue(), 1e-1,getFailureMessage(backend)); } @@ -284,14 +284,14 @@ public class OpExecutionerTests extends BaseNd4jTestWithBackends { @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testIamax(Nd4jBackend backend) { INDArray linspace = Nd4j.linspace(1, 4, 4, DataType.DOUBLE); - assertEquals( 3, Nd4j.getBlasWrapper().iamax(linspace),getFailureMessage()); + assertEquals( 3, Nd4j.getBlasWrapper().iamax(linspace),getFailureMessage(backend)); } @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testIamax2(Nd4jBackend backend) { INDArray linspace = Nd4j.linspace(1, 4, 4, DataType.DOUBLE); - assertEquals( 3, Nd4j.getBlasWrapper().iamax(linspace),getFailureMessage()); + assertEquals( 3, Nd4j.getBlasWrapper().iamax(linspace),getFailureMessage(backend)); val op = new ArgAmax(linspace); int iamax = Nd4j.getExecutioner().exec(op)[0].getInt(0); @@ -307,11 +307,11 @@ public class OpExecutionerTests extends BaseNd4jTestWithBackends { Mean mean = new Mean(x); opExecutioner.exec(mean); - assertEquals( 3.0, mean.getFinalResult().doubleValue(), 1e-1,getFailureMessage()); + assertEquals( 3.0, mean.getFinalResult().doubleValue(), 1e-1,getFailureMessage(backend)); Variance variance = new Variance(x.dup(), true); opExecutioner.exec(variance); - assertEquals( 2.5, variance.getFinalResult().doubleValue(), 1e-1,getFailureMessage()); + assertEquals( 2.5, variance.getFinalResult().doubleValue(), 1e-1,getFailureMessage(backend)); } @ParameterizedTest @@ -321,7 +321,7 @@ public class OpExecutionerTests extends BaseNd4jTestWithBackends { val arr = Nd4j.linspace(1, 6, 6, DataType.DOUBLE).reshape(1, -1); val softMax = new SoftMax(arr); opExecutioner.exec((CustomOp) softMax); - assertEquals(1.0, softMax.outputArguments().get(0).sumNumber().doubleValue(), 1e-1,getFailureMessage()); + assertEquals(1.0, softMax.outputArguments().get(0).sumNumber().doubleValue(), 1e-1,getFailureMessage(backend)); } @@ -332,7 +332,7 @@ public class OpExecutionerTests extends BaseNd4jTestWithBackends { Pow pow = new Pow(oneThroughSix, 2); Nd4j.getExecutioner().exec(pow); INDArray answer = Nd4j.create(new double[] {1, 4, 9, 16, 25, 36}); - assertEquals(answer, pow.z(),getFailureMessage()); + assertEquals(answer, pow.z(),getFailureMessage(backend)); } @@ -384,7 +384,7 @@ public class OpExecutionerTests extends BaseNd4jTestWithBackends { Log log = new Log(slice); opExecutioner.exec(log); INDArray assertion = Nd4j.create(new double[] {0., 1.09861229, 1.60943791}); - assertEquals(assertion, slice,getFailureMessage()); + assertEquals(assertion, slice,getFailureMessage(backend)); } @ParameterizedTest @@ -572,7 +572,7 @@ public class OpExecutionerTests extends BaseNd4jTestWithBackends { expected[i] = (float) Math.exp(slice.getDouble(i)); Exp exp = new Exp(slice); opExecutioner.exec(exp); - assertEquals( Nd4j.create(expected), slice,getFailureMessage()); + assertEquals( Nd4j.create(expected), slice,getFailureMessage(backend)); } @ParameterizedTest @@ -582,7 +582,7 @@ public class OpExecutionerTests extends BaseNd4jTestWithBackends { INDArray arr = Nd4j.linspace(1, 6, 6, DataType.DOUBLE).reshape(1, -1); val softMax = new SoftMax(arr); opExecutioner.exec((CustomOp) softMax); - assertEquals(1.0, softMax.outputArguments().get(0).sumNumber().doubleValue(), 1e-1,getFailureMessage()); + assertEquals(1.0, softMax.outputArguments().get(0).sumNumber().doubleValue(), 1e-1,getFailureMessage(backend)); } @ParameterizedTest diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/ops/OpExecutionerTestsC.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/ops/OpExecutionerTestsC.java index 2f6e4d874..151db8db2 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/ops/OpExecutionerTestsC.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/ops/OpExecutionerTestsC.java @@ -84,7 +84,7 @@ public class OpExecutionerTestsC extends BaseNd4jTestWithBackends { DataType initialType = Nd4j.dataType(); @AfterEach - public void after(Nd4jBackend backend) { + public void after() { Nd4j.setDataType(this.initialType); } @@ -140,17 +140,17 @@ public class OpExecutionerTestsC extends BaseNd4jTestWithBackends { INDArray vec1 = Nd4j.create(new float[] {1, 2, 3, 4, 5}); INDArray vec2 = Nd4j.create(new float[] {1, 2, 3, 4, 5}); double sim = Transforms.cosineSim(vec1, vec2); - assertEquals(1, sim, 1e-1,getFailureMessage()); + assertEquals(1, sim, 1e-1,getFailureMessage(backend)); } @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testCosineDistance(){ + public void testCosineDistance(Nd4jBackend backend){ INDArray vec1 = Nd4j.create(new float[] {1, 2, 3}); INDArray vec2 = Nd4j.create(new float[] {3, 5, 7}); // 1-17*sqrt(2/581) double distance = Transforms.cosineDistance(vec1, vec2); - assertEquals( 0.0025851, distance, 1e-7,getFailureMessage()); + assertEquals( 0.0025851, distance, 1e-7,getFailureMessage(backend)); } @ParameterizedTest @@ -179,7 +179,7 @@ public class OpExecutionerTestsC extends BaseNd4jTestWithBackends { INDArray arr2 = Nd4j.create(new double[] {60, 60}); double result = Nd4j.getExecutioner().execAndReturn(new EuclideanDistance(arr, arr2)).getFinalResult() .doubleValue(); - assertEquals(7.0710678118654755, result, 1e-1,getFailureMessage()); + assertEquals(7.0710678118654755, result, 1e-1,getFailureMessage(backend)); } @ParameterizedTest @@ -188,7 +188,7 @@ public class OpExecutionerTestsC extends BaseNd4jTestWithBackends { INDArray scalarMax = Nd4j.linspace(1, 6, 6, DataType.DOUBLE).negi(); INDArray postMax = Nd4j.ones(DataType.DOUBLE, 6); Nd4j.getExecutioner().exec(new ScalarMax(scalarMax, 1)); - assertEquals(postMax, scalarMax,getFailureMessage()); + assertEquals(postMax, scalarMax,getFailureMessage(backend)); } @ParameterizedTest @@ -198,14 +198,14 @@ public class OpExecutionerTestsC extends BaseNd4jTestWithBackends { Nd4j.getExecutioner().exec(new SetRange(linspace, 0, 1)); for (int i = 0; i < linspace.length(); i++) { double val = linspace.getDouble(i); - assertTrue( val >= 0 && val <= 1,getFailureMessage()); + assertTrue( val >= 0 && val <= 1,getFailureMessage(backend)); } INDArray linspace2 = Nd4j.linspace(1, 4, 4, DataType.DOUBLE); Nd4j.getExecutioner().exec(new SetRange(linspace2, 2, 4)); for (int i = 0; i < linspace2.length(); i++) { double val = linspace2.getDouble(i); - assertTrue(val >= 2 && val <= 4,getFailureMessage()); + assertTrue(val >= 2 && val <= 4,getFailureMessage(backend)); } } @@ -215,7 +215,7 @@ public class OpExecutionerTestsC extends BaseNd4jTestWithBackends { public void testNormMax(Nd4jBackend backend) { INDArray arr = Nd4j.create(new float[] {1, 2, 3, 4}); double normMax = Nd4j.getExecutioner().execAndReturn(new NormMax(arr)).getFinalResult().doubleValue(); - assertEquals(4, normMax, 1e-1,getFailureMessage()); + assertEquals(4, normMax, 1e-1,getFailureMessage(backend)); } @@ -224,7 +224,7 @@ public class OpExecutionerTestsC extends BaseNd4jTestWithBackends { public void testNorm2(Nd4jBackend backend) { INDArray arr = Nd4j.create(new float[] {1, 2, 3, 4}); double norm2 = Nd4j.getExecutioner().execAndReturn(new Norm2(arr)).getFinalResult().doubleValue(); - assertEquals( 5.4772255750516612, norm2, 1e-1,getFailureMessage()); + assertEquals( 5.4772255750516612, norm2, 1e-1,getFailureMessage(backend)); } @ParameterizedTest @@ -235,7 +235,7 @@ public class OpExecutionerTestsC extends BaseNd4jTestWithBackends { INDArray xDup = x.dup(); INDArray solution = Nd4j.valueArrayOf(5, 2.0); opExecutioner.exec(new AddOp(new INDArray[]{x, xDup},new INDArray[]{x})); - assertEquals(solution, x,getFailureMessage()); + assertEquals(solution, x,getFailureMessage(backend)); } @ParameterizedTest @@ -258,13 +258,13 @@ public class OpExecutionerTestsC extends BaseNd4jTestWithBackends { INDArray xDup = x.dup(); INDArray solution = Nd4j.valueArrayOf(5, 2.0); opExecutioner.exec(new AddOp(new INDArray[]{x, xDup},new INDArray[]{ x})); - assertEquals(solution, x,getFailureMessage()); + assertEquals(solution, x,getFailureMessage(backend)); Sum acc = new Sum(x.dup()); opExecutioner.exec(acc); - assertEquals(10.0, acc.getFinalResult().doubleValue(), 1e-1,getFailureMessage()); + assertEquals(10.0, acc.getFinalResult().doubleValue(), 1e-1,getFailureMessage(backend)); Prod prod = new Prod(x.dup()); opExecutioner.exec(prod); - assertEquals(32.0, prod.getFinalResult().doubleValue(), 1e-1,getFailureMessage()); + assertEquals(32.0, prod.getFinalResult().doubleValue(), 1e-1,getFailureMessage(backend)); } @@ -316,7 +316,7 @@ public class OpExecutionerTestsC extends BaseNd4jTestWithBackends { Variance variance = new Variance(x.dup(), true); opExecutioner.exec(variance); - assertEquals( 2.5, variance.getFinalResult().doubleValue(), 1e-1,getFailureMessage()); + assertEquals( 2.5, variance.getFinalResult().doubleValue(), 1e-1,getFailureMessage(backend)); } @@ -328,11 +328,11 @@ public class OpExecutionerTestsC extends BaseNd4jTestWithBackends { Mean mean = new Mean(x); opExecutioner.exec(mean); - assertEquals(3.0, mean.getFinalResult().doubleValue(), 1e-1,getFailureMessage()); + assertEquals(3.0, mean.getFinalResult().doubleValue(), 1e-1,getFailureMessage(backend)); Variance variance = new Variance(x.dup(), true); opExecutioner.exec(variance); - assertEquals( 2.5, variance.getFinalResult().doubleValue(), 1e-1,getFailureMessage()); + assertEquals( 2.5, variance.getFinalResult().doubleValue(), 1e-1,getFailureMessage(backend)); } @ParameterizedTest @@ -342,7 +342,7 @@ public class OpExecutionerTestsC extends BaseNd4jTestWithBackends { INDArray arr = Nd4j.linspace(1, 6, 6, DataType.DOUBLE).reshape(1, -1); val softMax = new SoftMax(arr); opExecutioner.exec((CustomOp) softMax); - assertEquals( 1.0, softMax.outputArguments().get(0).sumNumber().doubleValue(), 1e-1,getFailureMessage()); + assertEquals( 1.0, softMax.outputArguments().get(0).sumNumber().doubleValue(), 1e-1,getFailureMessage(backend)); } @ParameterizedTest @@ -373,7 +373,7 @@ public class OpExecutionerTestsC extends BaseNd4jTestWithBackends { Pow pow = new Pow(oneThroughSix, 2); Nd4j.getExecutioner().exec(pow); INDArray answer = Nd4j.create(new double[] {1, 4, 9, 16, 25, 36}); - assertEquals(answer, pow.z(),getFailureMessage()); + assertEquals(answer, pow.z(),getFailureMessage(backend)); } @@ -427,7 +427,7 @@ public class OpExecutionerTestsC extends BaseNd4jTestWithBackends { Log exp = new Log(slice); opExecutioner.exec(exp); INDArray assertion = Nd4j.create(new double[] {0.0, 0.6931471824645996, 1.0986123085021973}); - assertEquals(assertion, slice,getFailureMessage()); + assertEquals(assertion, slice,getFailureMessage(backend)); } @ParameterizedTest @@ -441,7 +441,7 @@ public class OpExecutionerTestsC extends BaseNd4jTestWithBackends { expected[i] = (float) Math.exp(slice.getDouble(i)); Exp exp = new Exp(slice); opExecutioner.exec(exp); - assertEquals(Nd4j.create(expected), slice,getFailureMessage()); + assertEquals(Nd4j.create(expected), slice,getFailureMessage(backend)); } @ParameterizedTest @@ -451,7 +451,7 @@ public class OpExecutionerTestsC extends BaseNd4jTestWithBackends { INDArray arr = Nd4j.linspace(1, 6, 6, DataType.DOUBLE).reshape(1, -1); val softMax = new SoftMax(arr); opExecutioner.exec(softMax); - assertEquals( 1.0, softMax.outputArguments().get(0).sumNumber().doubleValue(), 1e-1,getFailureMessage()); + assertEquals( 1.0, softMax.outputArguments().get(0).sumNumber().doubleValue(), 1e-1,getFailureMessage(backend)); INDArray linspace = Nd4j.linspace(1, 6, 6, DataType.DOUBLE).reshape(2, 3); val softmax = new SoftMax(linspace.dup()); @@ -467,7 +467,7 @@ public class OpExecutionerTestsC extends BaseNd4jTestWithBackends { val max = new SoftMax(linspace); Nd4j.getExecutioner().exec(max); linspace.assign(max.outputArguments().get(0)); - assertEquals(linspace.getRow(0).sumNumber().doubleValue(), 1.0, 1e-1,getFailureMessage()); + assertEquals(linspace.getRow(0).sumNumber().doubleValue(), 1.0, 1e-1,getFailureMessage(backend)); } @ParameterizedTest diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/profiling/InfNanTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/profiling/InfNanTests.java index b9c0f3cb8..e436cb76d 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/profiling/InfNanTests.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/profiling/InfNanTests.java @@ -50,7 +50,6 @@ public class InfNanTests extends BaseNd4jTestWithBackends { Nd4j.getExecutioner().setProfilingMode(OpExecutioner.ProfilingMode.DISABLED); } - @Test() @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testInf1(Nd4jBackend backend) { @@ -67,7 +66,6 @@ public class InfNanTests extends BaseNd4jTestWithBackends { } - @Test() @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testInf2(Nd4jBackend backend) { @@ -103,7 +101,6 @@ public class InfNanTests extends BaseNd4jTestWithBackends { OpExecutionerUtil.checkForAny(x); } - @Test() @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testNaN1(Nd4jBackend backend) { @@ -120,7 +117,6 @@ public class InfNanTests extends BaseNd4jTestWithBackends { } - @Test() @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testNaN2(Nd4jBackend backend) { diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/profiling/OperationProfilerTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/profiling/OperationProfilerTests.java index f83334582..4aff0470d 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/profiling/OperationProfilerTests.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/profiling/OperationProfilerTests.java @@ -306,7 +306,8 @@ public class OperationProfilerTests extends BaseNd4jTestWithBackends { } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testNaNPanic1(Nd4jBackend backend) { assertThrows(ND4JIllegalStateException.class,() -> { Nd4j.getExecutioner().setProfilingMode(OpExecutioner.ProfilingMode.NAN_PANIC); @@ -318,7 +319,8 @@ public class OperationProfilerTests extends BaseNd4jTestWithBackends { } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testNaNPanic2(Nd4jBackend backend) { assertThrows(ND4JIllegalStateException.class,() -> { Nd4j.getExecutioner().setProfilingMode(OpExecutioner.ProfilingMode.INF_PANIC); @@ -330,7 +332,8 @@ public class OperationProfilerTests extends BaseNd4jTestWithBackends { } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testNaNPanic3(Nd4jBackend backend) { assertThrows(ND4JIllegalStateException.class,() -> { Nd4j.getExecutioner().setProfilingMode(OpExecutioner.ProfilingMode.ANY_PANIC); @@ -343,7 +346,8 @@ public class OperationProfilerTests extends BaseNd4jTestWithBackends { } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testScopePanic1(Nd4jBackend backend) { assertThrows(ND4JIllegalStateException.class,() -> { Nd4j.getExecutioner().setProfilingMode(OpExecutioner.ProfilingMode.SCOPE_PANIC); @@ -362,7 +366,8 @@ public class OperationProfilerTests extends BaseNd4jTestWithBackends { } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testScopePanic2(Nd4jBackend backend) { assertThrows(ND4JIllegalStateException.class,() -> { Nd4j.getExecutioner().setProfilingMode(OpExecutioner.ProfilingMode.SCOPE_PANIC); diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/profiling/PerformanceTrackerTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/profiling/PerformanceTrackerTests.java index 614007a9e..831046c1d 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/profiling/PerformanceTrackerTests.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/profiling/PerformanceTrackerTests.java @@ -45,13 +45,13 @@ import static org.junit.jupiter.api.Assertions.assertTrue; public class PerformanceTrackerTests extends BaseNd4jTestWithBackends { @BeforeEach - public void setUp(Nd4jBackend backend) { + public void setUp() { PerformanceTracker.getInstance().clear(); Nd4j.getExecutioner().setProfilingMode(OpExecutioner.ProfilingMode.BANDWIDTH); } @AfterEach - public void tearDown(Nd4jBackend backend) { + public void tearDown() { PerformanceTracker.getInstance().clear(); Nd4j.getExecutioner().setProfilingMode(OpExecutioner.ProfilingMode.SCOPE_PANIC); } @@ -109,7 +109,8 @@ public class PerformanceTrackerTests extends BaseNd4jTestWithBackends { assertEquals(500, res); } - @Test + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") @Disabled public void testTrackerCpu_1(Nd4jBackend backend) { if (!Nd4j.getExecutioner().getClass().getCanonicalName().toLowerCase().contains("native")) @@ -127,7 +128,8 @@ public class PerformanceTrackerTests extends BaseNd4jTestWithBackends { assertTrue(bw > 0); } - @Test + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") @Disabled("useless these days") public void testTrackerGpu_1(Nd4jBackend backend) { if (!Nd4j.getExecutioner().getClass().getCanonicalName().toLowerCase().contains("cuda")) diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/profiling/StackAggregatorTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/profiling/StackAggregatorTests.java index 81ede4120..0f6630153 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/profiling/StackAggregatorTests.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/profiling/StackAggregatorTests.java @@ -50,14 +50,14 @@ public class StackAggregatorTests extends BaseNd4jTestWithBackends { } @BeforeEach - public void setUp(Nd4jBackend backend) { + public void setUp() { Nd4j.getExecutioner().setProfilingConfig(ProfilerConfig.builder().stackTrace(true).build()); Nd4j.getExecutioner().setProfilingMode(OpExecutioner.ProfilingMode.ALL); OpProfiler.getInstance().reset(); } @AfterEach - public void tearDown(Nd4jBackend backend) { + public void tearDown() { Nd4j.getExecutioner().setProfilingMode(OpExecutioner.ProfilingMode.DISABLED); } diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/rng/RngValidationTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/rng/RngValidationTests.java index 5861372b6..c7f05bfc3 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/rng/RngValidationTests.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/rng/RngValidationTests.java @@ -26,6 +26,7 @@ import static org.junit.jupiter.api.Assertions.fail; import lombok.Builder; import lombok.Data; import lombok.extern.slf4j.Slf4j; +import org.junit.jupiter.api.Disabled; import org.junit.jupiter.api.Test; import org.junit.jupiter.params.ParameterizedTest; import org.junit.jupiter.params.provider.MethodSource; @@ -123,6 +124,7 @@ public class RngValidationTests extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") + @Disabled public void validateRngDistributions(Nd4jBackend backend){ List testCases = new ArrayList<>(); for(DataType type : new DataType[]{DataType.DOUBLE, DataType.FLOAT, DataType.HALF}) { diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/serde/NumpyFormatTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/serde/NumpyFormatTests.java index b1c62bba4..c60dff2f2 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/serde/NumpyFormatTests.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/serde/NumpyFormatTests.java @@ -46,9 +46,11 @@ import static org.junit.jupiter.api.Assertions.*; @Slf4j public class NumpyFormatTests extends BaseNd4jTestWithBackends { + @TempDir Path testDir; + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testToNpyFormat(@TempDir Path testDir,Nd4jBackend backend) throws Exception { + public void testToNpyFormat(Nd4jBackend backend) throws Exception { val dir = testDir.toFile(); new ClassPathResource("numpy_arrays/").copyDirectory(dir); @@ -98,7 +100,7 @@ public class NumpyFormatTests extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testToNpyFormatScalars(@TempDir Path testDir,Nd4jBackend backend) throws Exception { + public void testToNpyFormatScalars(Nd4jBackend backend) throws Exception { // File dir = new File("C:\\DL4J\\Git\\dl4j-test-resources\\src\\main\\resources\\numpy_arrays\\scalar"); val dir = testDir.toFile(); @@ -153,7 +155,7 @@ public class NumpyFormatTests extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testNpzReading(@TempDir Path testDir,Nd4jBackend backend) throws Exception { + public void testNpzReading(Nd4jBackend backend) throws Exception { val dir = testDir.toFile(); new ClassPathResource("numpy_arrays/npz/").copyDirectory(dir); @@ -214,7 +216,8 @@ public class NumpyFormatTests extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testNpy(@TempDir Path testDir,Nd4jBackend backend) throws Exception { + @Disabled + public void testNpy(Nd4jBackend backend) throws Exception { for(boolean empty : new boolean[]{false, true}) { val dir = testDir.toFile(); if(!empty) { @@ -264,8 +267,9 @@ public class NumpyFormatTests extends BaseNd4jTestWithBackends { assertEquals(Nd4j.scalar(DataType.INT, 1), out); } - @Test() - public void readNumpyCorruptHeader1(@TempDir Path testDir,Nd4jBackend backend) throws Exception { + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") + public void readNumpyCorruptHeader1(Nd4jBackend backend) throws Exception { assertThrows(RuntimeException.class,() -> { File f = testDir.toFile(); @@ -288,8 +292,9 @@ public class NumpyFormatTests extends BaseNd4jTestWithBackends { } - @Test() - public void readNumpyCorruptHeader2(@TempDir Path testDir,Nd4jBackend backend) throws Exception { + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") + public void readNumpyCorruptHeader2(Nd4jBackend backend) throws Exception { assertThrows(RuntimeException.class,() -> { File f = testDir.toFile(); @@ -312,7 +317,8 @@ public class NumpyFormatTests extends BaseNd4jTestWithBackends { } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testAbsentNumpyFile_1(Nd4jBackend backend) throws Exception { assertThrows(IllegalArgumentException.class,() -> { val f = new File("pew-pew-zomg.some_extension_that_wont_exist"); @@ -321,7 +327,9 @@ public class NumpyFormatTests extends BaseNd4jTestWithBackends { } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") + @Disabled public void testAbsentNumpyFile_2(Nd4jBackend backend) throws Exception { assertThrows(IllegalArgumentException.class,() -> { val f = new File("c:/develop/batch-x-1.npy"); diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/shape/EmptyTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/shape/EmptyTests.java index 3244b5d2e..a554f0954 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/shape/EmptyTests.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/shape/EmptyTests.java @@ -184,8 +184,7 @@ public class EmptyTests extends BaseNd4jTestWithBackends { assertEquals(1, array.rank()); } - @Test() - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testEmptyWithShape_3(Nd4jBackend backend) { @@ -255,7 +254,6 @@ public class EmptyTests extends BaseNd4jTestWithBackends { assertEquals(e, reduced); } - @Test() @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testEmptyReduction_4(Nd4jBackend backend) { @@ -342,7 +340,6 @@ public class EmptyTests extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testEmptyNoop(Nd4jBackend backend) { val output = Nd4j.empty(DataType.LONG); @@ -355,7 +352,6 @@ public class EmptyTests extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testEmptyConstructor_1(Nd4jBackend backend) { val x = Nd4j.create(new double[0]); assertTrue(x.isEmpty()); diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/shape/ShapeTestsC.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/shape/ShapeTestsC.java index b159acdb4..5c8495f82 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/shape/ShapeTestsC.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/shape/ShapeTestsC.java @@ -45,7 +45,7 @@ public class ShapeTestsC extends BaseNd4jTestWithBackends { DataType initialType = Nd4j.dataType(); @AfterEach - public void after(Nd4jBackend backend) { + public void after() { Nd4j.setDataType(this.initialType); } @@ -277,7 +277,7 @@ public class ShapeTestsC extends BaseNd4jTestWithBackends { INDArray twoByThree = Nd4j.linspace(1, 600, 600, DataType.FLOAT).reshape(150, 4); INDArray columnVar = twoByThree.sum(0); INDArray assertion = Nd4j.create(new float[] {44850.0f, 45000.0f, 45150.0f, 45300.0f}); - assertEquals(assertion, columnVar,getFailureMessage()); + assertEquals(assertion, columnVar,getFailureMessage(backend)); } @@ -287,7 +287,7 @@ public class ShapeTestsC extends BaseNd4jTestWithBackends { INDArray twoByThree = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(2, 2); INDArray rowMean = twoByThree.mean(1); INDArray assertion = Nd4j.create(new double[] {1.5, 3.5}); - assertEquals(assertion, rowMean,getFailureMessage()); + assertEquals(assertion, rowMean,getFailureMessage(backend)); } @@ -298,7 +298,7 @@ public class ShapeTestsC extends BaseNd4jTestWithBackends { INDArray twoByThree = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(2, 2); INDArray rowStd = twoByThree.std(1); INDArray assertion = Nd4j.create(new double[] {0.7071067811865476f, 0.7071067811865476f}); - assertEquals(assertion, rowStd,getFailureMessage()); + assertEquals(assertion, rowStd,getFailureMessage(backend)); } @@ -311,7 +311,7 @@ public class ShapeTestsC extends BaseNd4jTestWithBackends { INDArray twoByThree = Nd4j.linspace(1, 600, 600, DataType.DOUBLE).reshape(150, 4); INDArray columnVar = twoByThree.sum(0); INDArray assertion = Nd4j.create(new double[] {44850.0f, 45000.0f, 45150.0f, 45300.0f}); - assertEquals(assertion, columnVar,getFailureMessage()); + assertEquals(assertion, columnVar,getFailureMessage(backend)); DataTypeUtil.setDTypeForContext(initialType); } @@ -333,14 +333,14 @@ public class ShapeTestsC extends BaseNd4jTestWithBackends { INDArray n = Nd4j.create(new double[] {1, 2, 3, 4}, new long[] {1, 4}); INDArray cumSumAnswer = Nd4j.create(new double[] {1, 3, 6, 10}, new long[] {1, 4}); INDArray cumSumTest = n.cumsum(0); - assertEquals( cumSumAnswer, cumSumTest,getFailureMessage()); + assertEquals( cumSumAnswer, cumSumTest,getFailureMessage(backend)); INDArray n2 = Nd4j.linspace(1, 24, 24, DataType.DOUBLE).reshape(4, 3, 2); INDArray axis0assertion = Nd4j.create(new double[] {1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 8.0, 10.0, 12.0, 14.0, 16.0, 18.0, 21.0, 24.0, 27.0, 30.0, 33.0, 36.0, 40.0, 44.0, 48.0, 52.0, 56.0, 60.0}, n2.shape()); INDArray axis0Test = n2.cumsum(0); - assertEquals(axis0assertion, axis0Test,getFailureMessage()); + assertEquals(axis0assertion, axis0Test,getFailureMessage(backend)); } diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/shape/concat/ConcatTestsC.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/shape/concat/ConcatTestsC.java index bb6593b6f..fd0ddb762 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/shape/concat/ConcatTestsC.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/shape/concat/ConcatTestsC.java @@ -223,8 +223,7 @@ public class ConcatTestsC extends BaseNd4jTestWithBackends { assertEquals(exp, concat2); } - @Test() - @ParameterizedTest + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testConcatVector(Nd4jBackend backend) { assertThrows(ND4JIllegalStateException.class,() -> { diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/shape/indexing/IndexingTestsC.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/shape/indexing/IndexingTestsC.java index df8704477..aa997a3c9 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/shape/indexing/IndexingTestsC.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/shape/indexing/IndexingTestsC.java @@ -55,7 +55,7 @@ public class IndexingTestsC extends BaseNd4jTestWithBackends { INDArray sub = nd.get(NDArrayIndex.all(), NDArrayIndex.interval(0, 2)); Nd4j.getExecutioner().exec(new ScalarAdd(sub, 2)); - assertEquals(Nd4j.create(new double[][] {{3, 4}, {6, 7}}), sub,getFailureMessage()); + assertEquals(Nd4j.create(new double[][] {{3, 4}, {6, 7}}), sub,getFailureMessage(backend)); } diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/specials/RavelIndexTest.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/specials/RavelIndexTest.java index 235e04c72..58d665a79 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/specials/RavelIndexTest.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/specials/RavelIndexTest.java @@ -48,12 +48,12 @@ public class RavelIndexTest extends BaseNd4jTestWithBackends { @BeforeEach - public void setUp(Nd4jBackend backend) { + public void setUp() { Nd4j.setDataType(DataType.FLOAT); } @AfterEach - public void setDown(Nd4jBackend backend) { + public void setDown() { Nd4j.setDataType(initialType); } diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/specials/SortCooTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/specials/SortCooTests.java index 3811539d3..c516a55f7 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/specials/SortCooTests.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/specials/SortCooTests.java @@ -53,12 +53,12 @@ public class SortCooTests extends BaseNd4jTestWithBackends { @BeforeEach - public void setUp(Nd4jBackend backend) { + public void setUp() { Nd4j.setDefaultDataTypes(DataType.FLOAT, DataType.FLOAT); } @AfterEach - public void setDown(Nd4jBackend backend) { + public void setDown() { Nd4j.setDefaultDataTypes(initialType, Nd4j.defaultFloatingPointType()); } diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/util/DataSetUtilsTest.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/util/DataSetUtilsTest.java index eaea0b5c1..9ffd78d90 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/util/DataSetUtilsTest.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/util/DataSetUtilsTest.java @@ -42,6 +42,7 @@ import static org.junit.jupiter.api.Assertions.assertTrue; @Slf4j public class DataSetUtilsTest extends BaseNd4jTestWithBackends { + @TempDir Path tmpFld; @Override public char ordering(){ @@ -53,10 +54,9 @@ public class DataSetUtilsTest extends BaseNd4jTestWithBackends { // private SIS sis; // - @Test @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testAll(@TempDir Path tmpFld,Nd4jBackend backend) { + public void testAll(Nd4jBackend backend) { // sis = new SIS(); // diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/util/ShapeTestC.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/util/ShapeTestC.java index 4866e5c3e..5c71fb1f7 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/util/ShapeTestC.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/util/ShapeTestC.java @@ -195,7 +195,8 @@ public class ShapeTestC extends BaseNd4jTestWithBackends { assertArrayEquals(exp, norm); } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testAxisNormalization_3(Nd4jBackend backend) { assertThrows(ND4JIllegalStateException.class,() -> { val axis = new int[] {1, -2, 2}; diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/util/ValidationUtilTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/util/ValidationUtilTests.java index 9b17b0d6e..92483350a 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/util/ValidationUtilTests.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/util/ValidationUtilTests.java @@ -51,9 +51,11 @@ import static org.junit.jupiter.api.Assertions.*; public class ValidationUtilTests extends BaseNd4jTestWithBackends { + @TempDir Path testDir; + @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testFileValidation(@TempDir Path testDir,Nd4jBackend backend) throws Exception { + public void testFileValidation(Nd4jBackend backend) throws Exception { File f = testDir.toFile(); //Test not existent file: @@ -90,7 +92,7 @@ public class ValidationUtilTests extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testZipValidation(@TempDir Path testDir,Nd4jBackend backend) throws Exception { + public void testZipValidation(Nd4jBackend backend) throws Exception { File f = testDir.toFile(); //Test not existent file: @@ -141,7 +143,7 @@ public class ValidationUtilTests extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testINDArrayTextValidation(@TempDir Path testDir,Nd4jBackend backend) throws Exception { + public void testINDArrayTextValidation(Nd4jBackend backend) throws Exception { File f = testDir.toFile(); //Test not existent file: @@ -187,7 +189,7 @@ public class ValidationUtilTests extends BaseNd4jTestWithBackends { INDArray arr = Nd4j.arange(12).castTo(DataType.FLOAT).reshape(3,4); Nd4j.writeTxt(arr, fValid.getPath()); byte[] indarrayTxtBytes = FileUtils.readFileToByteArray(fValid); - for( int i=0; i<30; i++ ){ + for( int i = 0; i < 30; i++) { indarrayTxtBytes[i] = (byte)('a' + i); } File fCorrupt = new File(f, "corrupt.txt"); @@ -210,11 +212,9 @@ public class ValidationUtilTests extends BaseNd4jTestWithBackends { // System.out.println(vr4.toString()); } - - @Test - @Disabled("AB 2019/05/23 - Failing on linux-x86_64-cuda-9.2 - see issue #7657") - public void testNpyValidation(@TempDir Path testDir) throws Exception { - + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") + public void testNpyValidation(Nd4jBackend backend) throws Exception { File f = testDir.toFile(); //Test not existent file: @@ -283,9 +283,9 @@ public class ValidationUtilTests extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testNpzValidation(@TempDir Path testDIr,Nd4jBackend backend) throws Exception { + public void testNpzValidation(Nd4jBackend backend) throws Exception { - File f = testDIr.toFile(); + File f = testDir.toFile(); //Test not existent file: File fNonExistent = new File("doesntExist.npz"); @@ -328,7 +328,7 @@ public class ValidationUtilTests extends BaseNd4jTestWithBackends { //Test corrupted npz format: File fValid = new ClassPathResource("numpy_arrays/npz/float32.npz").getFile(); byte[] numpyBytes = FileUtils.readFileToByteArray(fValid); - for( int i=0; i<30; i++ ){ + for( int i = 0; i < 30; i++) { numpyBytes[i] = 0; } File fCorrupt = new File(f, "corrupt.npz"); @@ -353,7 +353,7 @@ public class ValidationUtilTests extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testNumpyTxtValidation(@TempDir Path testDir,Nd4jBackend backend) throws Exception { + public void testNumpyTxtValidation(Nd4jBackend backend) throws Exception { File f = testDir.toFile(); //Test not existent file: @@ -422,7 +422,7 @@ public class ValidationUtilTests extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") - public void testValidateSameDiff(@TempDir Path testDir,Nd4jBackend backend) throws Exception { + public void testValidateSameDiff(Nd4jBackend backend) throws Exception { Nd4j.setDataType(DataType.FLOAT); File f = testDir.toFile(); diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/workspace/SpecialWorkspaceTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/workspace/SpecialWorkspaceTests.java index 61840e0d0..cb846d95b 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/workspace/SpecialWorkspaceTests.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/workspace/SpecialWorkspaceTests.java @@ -23,6 +23,7 @@ package org.nd4j.linalg.workspace; import lombok.extern.slf4j.Slf4j; import lombok.val; import org.junit.jupiter.api.AfterEach; +import org.junit.jupiter.api.Disabled; import org.junit.jupiter.api.Test; import org.junit.jupiter.params.ParameterizedTest; import org.junit.jupiter.params.provider.MethodSource; @@ -54,7 +55,7 @@ public class SpecialWorkspaceTests extends BaseNd4jTestWithBackends { private DataType initialType = Nd4j.dataType(); @AfterEach - public void shutUp(Nd4jBackend backend) { + public void shutUp() { Nd4j.getMemoryManager().setCurrentWorkspace(null); Nd4j.getWorkspaceManager().destroyAllWorkspacesForCurrentThread(); Nd4j.setDataType(this.initialType); @@ -62,6 +63,7 @@ public class SpecialWorkspaceTests extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") + @Disabled public void testVariableTimeSeries1(Nd4jBackend backend) { WorkspaceConfiguration configuration = WorkspaceConfiguration .builder() @@ -170,6 +172,7 @@ public class SpecialWorkspaceTests extends BaseNd4jTestWithBackends { @ParameterizedTest @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") + @Disabled public void testVariableTimeSeries2(Nd4jBackend backend) { WorkspaceConfiguration configuration = WorkspaceConfiguration.builder().initialSize(0).overallocationLimit(3.0) .policyAllocation(AllocationPolicy.OVERALLOCATE).policySpill(SpillPolicy.REALLOCATE) @@ -247,7 +250,7 @@ public class SpecialWorkspaceTests extends BaseNd4jTestWithBackends { .policyAllocation(AllocationPolicy.STRICT).policyLearning(LearningPolicy.NONE).build(); MemoryWorkspace workspace = Nd4j.getWorkspaceManager().getAndActivateWorkspace(initialConfig, "WS132143452343"); - for( int j=0; j<100; j++ ){ + for( int j = 0; j < 100; j++) { try(MemoryWorkspace ws = workspace.notifyScopeEntered()) { @@ -409,7 +412,8 @@ public class SpecialWorkspaceTests extends BaseNd4jTestWithBackends { Files.delete(tmpFile); } - @Test() + @ParameterizedTest + @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs") public void testDeleteMappedFile_2() throws Exception { assertThrows(IllegalArgumentException.class,() -> { if (!Nd4j.getEnvironment().isCPU()) diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/workspace/WorkspaceProviderTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/workspace/WorkspaceProviderTests.java index 0145589e3..e68caef4b 100644 --- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/workspace/WorkspaceProviderTests.java +++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/workspace/WorkspaceProviderTests.java @@ -112,7 +112,7 @@ public class WorkspaceProviderTests extends BaseNd4jTestWithBackends { DataType initialType = Nd4j.dataType(); @AfterEach - public void shutUp(Nd4jBackend backend) { + public void shutUp() { Nd4j.getMemoryManager().setCurrentWorkspace(null); Nd4j.getWorkspaceManager().destroyAllWorkspacesForCurrentThread(); Nd4j.setDataType(this.initialType); diff --git a/nd4j/nd4j-backends/nd4j-tests/variables-added-old.txt b/nd4j/nd4j-backends/nd4j-tests/variables-added-old.txt new file mode 100644 index 000000000..bed880a64 --- /dev/null +++ b/nd4j/nd4j-backends/nd4j-tests/variables-added-old.txt @@ -0,0 +1,18 @@ +in_0/read,in_0/read +while/Enter,while/Enter +while/Enter_1,while/Enter_1 +while/Merge,while/Merge +while/Merge_1,while/Merge_1 +while/Less,while/Less +while/LoopCond,while/LoopCond +while/Switch,while/Switch +while/Switch:1,while/Switch +while/Switch_1,while/Switch_1 +while/Switch_1:1,while/Switch_1 +while/Identity,while/Identity +while/Exit,while/Exit +while/Identity_1,while/Identity_1 +while/Exit_1,while/Exit_1 +while/add,while/add +while/NextIteration_1,while/NextIteration_1 +while/NextIteration,while/NextIteration diff --git a/nd4j/nd4j-common-tests/src/main/java/org/nd4j/linalg/BaseNd4jTestWithBackends.java b/nd4j/nd4j-common-tests/src/main/java/org/nd4j/linalg/BaseNd4jTestWithBackends.java index 1758ac8ec..44bd24556 100644 --- a/nd4j/nd4j-common-tests/src/main/java/org/nd4j/linalg/BaseNd4jTestWithBackends.java +++ b/nd4j/nd4j-common-tests/src/main/java/org/nd4j/linalg/BaseNd4jTestWithBackends.java @@ -53,8 +53,6 @@ public abstract class BaseNd4jTestWithBackends extends BaseND4JTest { } } - protected Nd4jBackend backend; - protected String name; public final static String DEFAULT_BACKEND = "org.nd4j.linalg.defaultbackend"; @@ -95,7 +93,7 @@ public abstract class BaseNd4jTestWithBackends extends BaseND4JTest { return 'c'; } - public String getFailureMessage() { + public String getFailureMessage(Nd4jBackend backend) { return "Failed with backend " + backend.getClass().getName() + " and ordering " + ordering(); } } diff --git a/nd4j/nd4j-parameter-server-parent/nd4j-parameter-server-client/pom.xml b/nd4j/nd4j-parameter-server-parent/nd4j-parameter-server-client/pom.xml index ab0fa3096..505ea85a0 100644 --- a/nd4j/nd4j-parameter-server-parent/nd4j-parameter-server-client/pom.xml +++ b/nd4j/nd4j-parameter-server-parent/nd4j-parameter-server-client/pom.xml @@ -85,60 +85,5 @@ nd4j-testresources - - nd4j-tests-cpu - - false - - - - org.nd4j - nd4j-native - ${project.version} - - - - - - - org.apache.maven.plugins - maven-surefire-plugin - - src/test/java - - *.java - **/*.java - - -Djava.library.path="${nd4j.basedir}/nd4j-backends/nd4j-backend-impls/nd4j-cuda/target/classes" - - - - - - - - nd4j-tests-cuda - - false - - - - org.nd4j - nd4j-cuda-11.0 - ${project.version} - - - - - - org.apache.maven.plugins - maven-surefire-plugin - - true - - - - - diff --git a/nd4j/nd4j-parameter-server-parent/nd4j-parameter-server-node/pom.xml b/nd4j/nd4j-parameter-server-parent/nd4j-parameter-server-node/pom.xml index 6b0de214f..4eb2a05e2 100644 --- a/nd4j/nd4j-parameter-server-parent/nd4j-parameter-server-node/pom.xml +++ b/nd4j/nd4j-parameter-server-parent/nd4j-parameter-server-node/pom.xml @@ -111,7 +111,7 @@ *.java **/*.java - " + diff --git a/nd4j/nd4j-parameter-server-parent/nd4j-parameter-server/pom.xml b/nd4j/nd4j-parameter-server-parent/nd4j-parameter-server/pom.xml index d24533025..147366e5e 100644 --- a/nd4j/nd4j-parameter-server-parent/nd4j-parameter-server/pom.xml +++ b/nd4j/nd4j-parameter-server-parent/nd4j-parameter-server/pom.xml @@ -103,7 +103,7 @@ *.java **/*.java - " + @@ -126,10 +126,6 @@ org.apache.maven.plugins maven-surefire-plugin - - -Djava.library.path="${nd4j.basedir}/nd4j-backends/nd4j-backend-impls/nd4j-cuda/target/classes" - - diff --git a/nd4j/nd4j-serde/nd4j-aeron/pom.xml b/nd4j/nd4j-serde/nd4j-aeron/pom.xml index 68a75125b..8b86b6a9e 100644 --- a/nd4j/nd4j-serde/nd4j-aeron/pom.xml +++ b/nd4j/nd4j-serde/nd4j-aeron/pom.xml @@ -73,117 +73,5 @@ testresources - - nd4j-tests-cpu - - false - - - - org.nd4j - nd4j-native - ${project.version} - - - - - - org.apache.maven.plugins - maven-surefire-plugin - true - - - org.nd4j - nd4j-native - ${project.version} - - - - - - - src/test/java - - *.java - **/*.java - **/Test*.java - **/*Test.java - **/*TestCase.java - - org.junit.jupiter:junit-jupiter - - - org.nd4j.linalg.cpu.nativecpu.CpuBackend - - - org.nd4j.linalg.cpu.nativecpu.CpuBackend - - - - " - - - - - - - nd4j-tests-cuda - - false - - - - org.nd4j - nd4j-cuda-11.0 - ${project.version} - - - - - - org.apache.maven.plugins - maven-surefire-plugin - - - org.apache.maven.surefire - surefire-junit47 - 2.19.1 - - - - - - src/test/java - - *.java - **/*.java - **/Test*.java - **/*Test.java - **/*TestCase.java - - org.junit.jupiter:junit-jupiter - - - org.nd4j.linalg.jcublas.JCublasBackend - - - org.nd4j.linalg.jcublas.JCublasBackend - - - - -Djava.library.path="${nd4j.basedir}/nd4j-backends/nd4j-backend-impls/nd4j-cuda/target/classes" - - - - - diff --git a/nd4j/nd4j-serde/nd4j-arrow/pom.xml b/nd4j/nd4j-serde/nd4j-arrow/pom.xml index e3e4d3439..89ddb39ee 100644 --- a/nd4j/nd4j-serde/nd4j-arrow/pom.xml +++ b/nd4j/nd4j-serde/nd4j-arrow/pom.xml @@ -57,114 +57,5 @@ testresources - - nd4j-tests-cpu - - false - - - - org.nd4j - nd4j-native - ${project.version} - - - - - - org.apache.maven.plugins - maven-surefire-plugin - - - - ${env.LD_LIBRARY_PATH}:${user.dir}:${libnd4jhome}/blasbuild/cpu/blas/ - - - src/test/java - - *.java - **/*.java - **/Test*.java - **/*Test.java - **/*TestCase.java - - org.junit.jupiter:junit-jupiter - - - org.nd4j.linalg.cpu.nativecpu.CpuBackend - - - org.nd4j.linalg.cpu.nativecpu.CpuBackend - - - - -Dfile.encoding=UTF-8 " - - - - - - - nd4j-tests-cuda - - false - - - - org.nd4j - nd4j-cuda-11.0 - ${project.version} - - - - - - org.apache.maven.plugins - maven-surefire-plugin - - - org.apache.maven.surefire - surefire-junit47 - 2.19.1 - - - - - - ${env.LD_LIBRARY_PATH}:${user.dir}:${libnd4jhome}/blasbuild/cuda/blas/ - - - src/test/java - - *.java - **/*.java - **/Test*.java - **/*Test.java - **/*TestCase.java - - org.junit.jupiter:junit-jupiter - - - org.nd4j.linalg.jcublas.JCublasBackend - - - org.nd4j.linalg.jcublas.JCublasBackend - - - - -Dfile.encoding=UTF-8 -Djava.library.path="${nd4j.basedir}/nd4j-backends/nd4j-backend-impls/nd4j-cuda/target/classes" - - - - - diff --git a/nd4j/nd4j-serde/nd4j-kryo/pom.xml b/nd4j/nd4j-serde/nd4j-kryo/pom.xml index 4298f3016..e32c887e3 100644 --- a/nd4j/nd4j-serde/nd4j-kryo/pom.xml +++ b/nd4j/nd4j-serde/nd4j-kryo/pom.xml @@ -113,114 +113,5 @@ testresources - - nd4j-tests-cpu - - false - - - - org.nd4j - nd4j-native - ${project.version} - - - - - - org.apache.maven.plugins - maven-surefire-plugin - - - - ${env.LD_LIBRARY_PATH}:${user.dir}:${libnd4jhome}/blasbuild/cpu/blas/ - - - src/test/java - - *.java - **/*.java - **/Test*.java - **/*Test.java - **/*TestCase.java - - org.junit.jupiter:junit-jupiter - - - org.nd4j.linalg.cpu.nativecpu.CpuBackend - - - org.nd4j.linalg.cpu.nativecpu.CpuBackend - - - - " - - - - - - - nd4j-tests-cuda - - false - - - - org.nd4j - nd4j-cuda-11.0 - ${project.version} - - - - - - org.apache.maven.plugins - maven-surefire-plugin - - - org.apache.maven.surefire - surefire-junit47 - 2.19.1 - - - - - - ${env.LD_LIBRARY_PATH}:${user.dir}:${libnd4jhome}/blasbuild/cuda/blas/ - - - src/test/java - - *.java - **/*.java - **/Test*.java - **/*Test.java - **/*TestCase.java - - org.junit.jupiter:junit-jupiter - - - org.nd4j.linalg.jcublas.JCublasBackend - - - org.nd4j.linalg.jcublas.JCublasBackend - - - - -Dfile.encoding=UTF-8 -Djava.library.path="${nd4j.basedir}/nd4j-backends/nd4j-backend-impls/nd4j-cuda/target/classes" - - - - - diff --git a/pom.xml b/pom.xml index 791d7a4bc..5a05d9b97 100644 --- a/pom.xml +++ b/pom.xml @@ -319,8 +319,7 @@ 0.9.1 1.0.0 2.2.0 - 1.4.30 - 1.3 + 1.4.31 @@ -473,6 +472,15 @@ ${maven-surefire-plugin.version} + + + org.junit:junit + com.google.android:android + + + true + false + org.jetbrains.kotlin @@ -491,12 +499,12 @@ org.jetbrains.kotlin kotlin-maven-allopen - 1.4.30-M1 + ${kotlin.version} org.jetbrains.kotlin kotlin-maven-noarg - 1.4.30-M1 + ${kotlin.version} diff --git a/python4j/python4j-numpy/pom.xml b/python4j/python4j-numpy/pom.xml index 09cb57553..cf321494d 100644 --- a/python4j/python4j-numpy/pom.xml +++ b/python4j/python4j-numpy/pom.xml @@ -20,8 +20,8 @@ --> + xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" + xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> 4.0.0 @@ -56,122 +56,4 @@ 1.0.0-SNAPSHOT - - - - test-nd4j-native - - - org.nd4j - nd4j-native - ${nd4j.version} - test - - - org.deeplearning4j - dl4j-test-resources - ${nd4j.version} - test - - - - - - org.apache.maven.plugins - maven-surefire-plugin - true - - - org.nd4j - nd4j-native - ${project.version} - - - - - - - src/test/java - - *.java - **/*.java - **/Test*.java - **/*Test.java - **/*TestCase.java - - org.junit.jupiter:junit-jupiter - - - org.nd4j.linalg.cpu.nativecpu.CpuBackend - - - org.nd4j.linalg.cpu.nativecpu.CpuBackend - - - - " - - - - - - - - test-nd4j-cuda-11.0 - - - org.nd4j - nd4j-cuda-11.0 - ${nd4j.version} - test - - - org.deeplearning4j - dl4j-test-resources - ${nd4j.version} - test - - - - - - org.apache.maven.plugins - maven-surefire-plugin - true - - - - src/test/java - - *.java - **/*.java - **/Test*.java - **/*Test.java - **/*TestCase.java - - org.junit.jupiter:junit-jupiter - - - org.nd4j.linalg.jcublas.JCublasBackend - - - org.nd4j.linalg.jcublas.JCublasBackend - - - - -Djava.library.path="${nd4j.basedir}/nd4j-backends/nd4j-backend-impls/nd4j-cuda/target/classes" - - - - - - diff --git a/rl4j/pom.xml b/rl4j/pom.xml index 3c3d247ea..b0eae38ca 100644 --- a/rl4j/pom.xml +++ b/rl4j/pom.xml @@ -90,7 +90,7 @@ ${skipBackendChoice} - test-nd4j-native,test-nd4j-cuda-11.0 + nd4j-tests-cpu,nd4j-tests-cuda false @@ -99,24 +99,6 @@ - - maven-surefire-plugin - true - - -Ddtype=double -Djava.library.path="${nd4j.basedir}/nd4j-backends/nd4j-backend-impls/nd4j-cuda/target/classes" - - - true - false - - com.lewisd lint-maven-plugin @@ -180,7 +162,7 @@ - test-nd4j-native + nd4j-tests-cpu org.nd4j @@ -191,7 +173,7 @@ - test-nd4j-cuda-11.0 + nd4j-tests-cuda org.nd4j diff --git a/rl4j/rl4j-ale/pom.xml b/rl4j/rl4j-ale/pom.xml index a07325886..bbfe9dbc6 100644 --- a/rl4j/rl4j-ale/pom.xml +++ b/rl4j/rl4j-ale/pom.xml @@ -50,10 +50,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/rl4j/rl4j-api/pom.xml b/rl4j/rl4j-api/pom.xml index 2d1b34a4c..731617137 100644 --- a/rl4j/rl4j-api/pom.xml +++ b/rl4j/rl4j-api/pom.xml @@ -45,10 +45,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/rl4j/rl4j-core/pom.xml b/rl4j/rl4j-core/pom.xml index eb63be1c8..f1d056cd2 100644 --- a/rl4j/rl4j-core/pom.xml +++ b/rl4j/rl4j-core/pom.xml @@ -138,10 +138,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/rl4j/rl4j-doom/pom.xml b/rl4j/rl4j-doom/pom.xml index 367267336..1ac2939d0 100644 --- a/rl4j/rl4j-doom/pom.xml +++ b/rl4j/rl4j-doom/pom.xml @@ -45,10 +45,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/rl4j/rl4j-gym/pom.xml b/rl4j/rl4j-gym/pom.xml index 250f0cb97..180237718 100644 --- a/rl4j/rl4j-gym/pom.xml +++ b/rl4j/rl4j-gym/pom.xml @@ -51,10 +51,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda diff --git a/rl4j/rl4j-malmo/pom.xml b/rl4j/rl4j-malmo/pom.xml index 821cf99f2..213bef813 100644 --- a/rl4j/rl4j-malmo/pom.xml +++ b/rl4j/rl4j-malmo/pom.xml @@ -57,10 +57,10 @@ - test-nd4j-native + nd4j-tests-cpu - test-nd4j-cuda-11.0 + nd4j-tests-cuda