More junit 4 removal, all tests compile. FIxed parameterized test invocation. Deleted nd4j-parameter-server-status that used play

datavec/datavec-api/src/test/java/org/datavec/api/split/InputSplitTests.java

@@ -34,8 +34,9 @@ import java.net.URISyntaxException;
 import java.util.ArrayList;
 import java.util.Random;
 
-import static junit.framework.TestCase.assertTrue;
+
 import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertTrue;
 
 /**
  *

datavec/datavec-api/src/test/java/org/datavec/api/split/parittion/PartitionerTests.java

@@ -32,9 +32,7 @@ import org.junit.jupiter.api.Test;
 import java.io.File;
 import java.io.OutputStream;
 
-import static junit.framework.TestCase.assertTrue;
+import static org.junit.jupiter.api.Assertions.*;
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertNotNull;
 
 public class PartitionerTests extends BaseND4JTest {
     @Test

datavec/datavec-api/src/test/java/org/datavec/api/transform/transform/TestTransforms.java

@@ -58,7 +58,7 @@ import org.datavec.api.transform.transform.time.TimeMathOpTransform;
 import org.datavec.api.writable.*;
 import org.joda.time.DateTimeFieldType;
 import org.joda.time.DateTimeZone;
-import org.junit.Assert;
+
 import org.junit.jupiter.api.Test;
 import org.nd4j.common.tests.BaseND4JTest;
 import org.nd4j.linalg.api.ndarray.INDArray;
@@ -71,7 +71,7 @@ import java.io.ObjectOutputStream;
 import java.util.*;
 import java.util.concurrent.TimeUnit;
 
-import static junit.framework.TestCase.assertEquals;
+
 import static org.junit.jupiter.api.Assertions.*;
 
 public class TestTransforms extends BaseND4JTest {
@@ -277,22 +277,22 @@ public class TestTransforms extends BaseND4JTest {
         List<String> outputColumns = new ArrayList<>(ALL_COLUMNS);
         outputColumns.add(NEW_COLUMN);
         Schema newSchema = transform.transform(schema);
-        Assert.assertEquals(outputColumns, newSchema.getColumnNames());
+        assertEquals(outputColumns, newSchema.getColumnNames());
 
         List<Writable> input = new ArrayList<>();
         input.addAll(COLUMN_VALUES);
 
         transform.setInputSchema(schema);
         List<Writable> transformed = transform.map(input);
-        Assert.assertEquals(NEW_COLUMN_VALUE, transformed.get(transformed.size() - 1).toString());
+        assertEquals(NEW_COLUMN_VALUE, transformed.get(transformed.size() - 1).toString());
 
         List<Text> outputColumnValues = new ArrayList<>(COLUMN_VALUES);
         outputColumnValues.add(new Text(NEW_COLUMN_VALUE));
-        Assert.assertEquals(outputColumnValues, transformed);
+        assertEquals(outputColumnValues, transformed);
 
         String s = JsonMappers.getMapper().writeValueAsString(transform);
         Transform transform2 = JsonMappers.getMapper().readValue(s, ConcatenateStringColumns.class);
-        Assert.assertEquals(transform, transform2);
+        assertEquals(transform, transform2);
     }
 
     @Test
@@ -309,7 +309,7 @@ public class TestTransforms extends BaseND4JTest {
         transform.setInputSchema(schema);
         Schema newSchema = transform.transform(schema);
         List<String> outputColumns = new ArrayList<>(ALL_COLUMNS);
-        Assert.assertEquals(outputColumns, newSchema.getColumnNames());
+        assertEquals(outputColumns, newSchema.getColumnNames());
 
         transform = new ChangeCaseStringTransform(STRING_COLUMN, ChangeCaseStringTransform.CaseType.LOWER);
         transform.setInputSchema(schema);
@@ -320,8 +320,8 @@ public class TestTransforms extends BaseND4JTest {
         output.add(new Text(TEXT_LOWER_CASE));
         output.add(new Text(TEXT_MIXED_CASE));
         List<Writable> transformed = transform.map(input);
-        Assert.assertEquals(transformed.get(0).toString(), TEXT_LOWER_CASE);
+        assertEquals(transformed.get(0).toString(), TEXT_LOWER_CASE);
-        Assert.assertEquals(transformed, output);
+        assertEquals(transformed, output);
 
         transform = new ChangeCaseStringTransform(STRING_COLUMN, ChangeCaseStringTransform.CaseType.UPPER);
         transform.setInputSchema(schema);
@@ -329,12 +329,12 @@ public class TestTransforms extends BaseND4JTest {
         output.add(new Text(TEXT_UPPER_CASE));
         output.add(new Text(TEXT_MIXED_CASE));
         transformed = transform.map(input);
-        Assert.assertEquals(transformed.get(0).toString(), TEXT_UPPER_CASE);
+        assertEquals(transformed.get(0).toString(), TEXT_UPPER_CASE);
-        Assert.assertEquals(transformed, output);
+        assertEquals(transformed, output);
 
         String s = JsonMappers.getMapper().writeValueAsString(transform);
         Transform transform2 = JsonMappers.getMapper().readValue(s, ChangeCaseStringTransform.class);
-        Assert.assertEquals(transform, transform2);
+        assertEquals(transform, transform2);
     }
 
     @Test
@@ -1530,7 +1530,7 @@ public class TestTransforms extends BaseND4JTest {
 
         String json = JsonMappers.getMapper().writeValueAsString(t);
         Transform transform2 = JsonMappers.getMapper().readValue(json, StringListToCountsNDArrayTransform.class);
-        Assert.assertEquals(t, transform2);
+        assertEquals(t, transform2);
     }
 
 
@@ -1551,7 +1551,7 @@ public class TestTransforms extends BaseND4JTest {
 
         String json = JsonMappers.getMapper().writeValueAsString(t);
         Transform transform2 = JsonMappers.getMapper().readValue(json, StringListToIndicesNDArrayTransform.class);
-        Assert.assertEquals(t, transform2);
+        assertEquals(t, transform2);
     }
 
 

datavec/datavec-arrow/src/test/java/org/datavec/arrow/ArrowConverterTest.java

@@ -54,10 +54,8 @@ import java.io.FileOutputStream;
 import java.io.IOException;
 import java.util.*;
 import static java.nio.channels.Channels.newChannel;
-import static junit.framework.TestCase.assertTrue;
+import static org.junit.jupiter.api.Assertions.*;
-import static org.junit.jupiter.api.Assertions.assertArrayEquals;
+
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertFalse;
 import org.junit.jupiter.api.DisplayName;
 import java.nio.file.Path;
 import org.junit.jupiter.api.extension.ExtendWith;

datavec/datavec-local/src/test/java/org/datavec/local/transforms/transform/TestPythonTransformProcess.java

@@ -42,7 +42,7 @@ import java.util.Arrays;
 import java.util.Collections;
 import java.util.List;
 
-import static junit.framework.TestCase.assertTrue;
+
 import static org.datavec.api.transform.schema.Schema.Builder;
 import static org.junit.jupiter.api.Assertions.*;
 

datavec/datavec-spark/src/test/java/org/datavec/spark/transform/NormalizationTests.java

@@ -40,8 +40,9 @@ import org.nd4j.linalg.factory.Nd4j;
 import java.util.ArrayList;
 import java.util.List;
 
-import static junit.framework.TestCase.assertTrue;
+
 import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertTrue;
 
 public class NormalizationTests extends BaseSparkTest {
 

datavec/pom.xml

@@ -165,9 +165,8 @@
                 </plugin>
                 <plugin>
                     <artifactId>maven-surefire-plugin</artifactId>
-                    <version>${maven-surefire-plugin.version}</version>
                     <configuration>
-                        <argLine> "</argLine>
+                        <argLine></argLine>
 
                         <!--
                         By default: Surefire will set the classpath based on the manifest. Because tests are not included

deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/datasets/iterator/TestAsyncIterator.java

@@ -32,7 +32,7 @@ import org.nd4j.linalg.factory.Nd4j;
 
 import java.util.List;
 
-import static junit.framework.TestCase.assertTrue;
+
 import static org.junit.jupiter.api.Assertions.*;
 
 @Disabled

deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/eval/EvalJsonTest.java

@@ -27,12 +27,11 @@ import org.nd4j.evaluation.curves.RocCurve;
 import org.nd4j.linalg.api.ndarray.INDArray;
 import org.nd4j.linalg.api.ops.random.impl.BernoulliDistribution;
 import org.nd4j.linalg.factory.Nd4j;
-import static junit.framework.TestCase.assertNull;
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertTrue;
 import org.junit.jupiter.api.DisplayName;
 import org.junit.jupiter.api.extension.ExtendWith;
 
+import static org.junit.jupiter.api.Assertions.*;
+
 @DisplayName("Eval Json Test")
 class EvalJsonTest extends BaseDL4JTest {
 

deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/gradientcheck/YoloGradientCheckTests.java

@@ -79,7 +79,6 @@ public class YoloGradientCheckTests extends BaseDL4JTest {
         return 90000L;
     }
 
-    @Test
     @ParameterizedTest
     @MethodSource("#params")
     public void testYoloOutputLayer(CNN2DFormat format) {
@@ -180,7 +179,6 @@ public class YoloGradientCheckTests extends BaseDL4JTest {
     }
 
 
-    @Test
     @ParameterizedTest
     @MethodSource("#params")
     public void yoloGradientCheckRealData(@TempDir Path testDir,CNN2DFormat format) throws Exception {

deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/nn/layers/recurrent/BidirectionalTest.java

@@ -150,7 +150,6 @@ class BidirectionalTest extends BaseDL4JTest {
     }
 
     @DisplayName("Compare Implementations Comp Graph")
-    @Test
     @ParameterizedTest
     @MethodSource("#params")
     void compareImplementationsCompGraph(RNNFormat rnnFormat) {

deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/nn/layers/recurrent/MaskZeroLayerTest.java

@@ -55,7 +55,6 @@ class MaskZeroLayerTest extends BaseDL4JTest {
     }
 
     @DisplayName("Activate")
-    @Test
     @ParameterizedTest
     @MethodSource("#params")
     void activate(RNNFormat rnnDataFormat) {
@@ -96,7 +95,6 @@ class MaskZeroLayerTest extends BaseDL4JTest {
 
 
     @DisplayName("Test Serialization")
-    @Test
     @ParameterizedTest
     @MethodSource("#params")
     void testSerialization(RNNFormat rnnDataFormat) {

deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/nn/layers/recurrent/RnnDataFormatTests.java

@@ -109,7 +109,6 @@ public class RnnDataFormatTests extends BaseDL4JTest {
         }
     }
 
-    @Test
     @ParameterizedTest
     @MethodSource("#params")
     public void testLSTM(boolean helpers,

deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/nn/layers/recurrent/TestLastTimeStepLayer.java

@@ -62,7 +62,6 @@ public class TestLastTimeStepLayer extends BaseDL4JTest {
         return Arrays.asList(RNNFormat.values()).stream().map(Arguments::of);
     }
 
-    @Test
     @ParameterizedTest
     @MethodSource("#params")
     public void testLastTimeStepVertex(RNNFormat rnnDataFormat) {
@@ -127,7 +126,6 @@ public class TestLastTimeStepLayer extends BaseDL4JTest {
         TestUtils.testModelSerialization(graph);
     }
 
-    @Test
     @ParameterizedTest
     @MethodSource("#params")
     public void testMaskingAndAllMasked(RNNFormat rnnDataFormat) {

deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/nn/layers/recurrent/TestRnnLayers.java

@@ -65,7 +65,6 @@ public class TestRnnLayers extends BaseDL4JTest {
         return Arrays.asList(RNNFormat.values()).stream().map(Arguments::of);
     }
 
-    @Test
     @ParameterizedTest
     @MethodSource("#params")
     public void testTimeStepIs3Dimensional(RNNFormat rnnDataFormat) {
@@ -117,7 +116,6 @@ public class TestRnnLayers extends BaseDL4JTest {
 
     }
 
-    @Test
     @ParameterizedTest
     @MethodSource("#params")
     public void testDropoutRecurrentLayers(RNNFormat rnnDataFormat){
@@ -217,7 +215,6 @@ public class TestRnnLayers extends BaseDL4JTest {
         }
     }
 
-    @Test
     @ParameterizedTest
     @MethodSource("#params")
     public void testMismatchedInputLabelLength(RNNFormat rnnDataFormat){

deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/nn/layers/recurrent/TestSimpleRnn.java

@@ -55,7 +55,6 @@ public class TestSimpleRnn extends BaseDL4JTest {
         return Arrays.asList(RNNFormat.values()).stream().map(Arguments::of);
     }
 
-    @Test
     @ParameterizedTest
     @MethodSource("#params")
     public void testSimpleRnn(RNNFormat rnnDataFormat) {
@@ -126,7 +125,6 @@ public class TestSimpleRnn extends BaseDL4JTest {
         TestUtils.testModelSerialization(net);
     }
 
-    @Test
     @ParameterizedTest
     @MethodSource("#params")
     public void testBiasInit(RNNFormat rnnDataFormat) {

deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/nn/layers/recurrent/TestTimeDistributed.java

@@ -61,7 +61,6 @@ public class TestTimeDistributed extends BaseDL4JTest {
         return Arrays.asList(RNNFormat.values()).stream().map(Arguments::of);
     }
 
-    @Test
     @ParameterizedTest
     @MethodSource("#params")
     public void testTimeDistributed(RNNFormat rnnDataFormat){

deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/perf/listener/TestHardWareMetric.java

@@ -26,8 +26,8 @@ import org.junit.jupiter.api.Disabled;
 import org.junit.jupiter.api.Test;
 import oshi.json.SystemInfo;
 
-import static junit.framework.TestCase.assertNotNull;
 import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
 
 @Disabled("AB 2019/05/24 - Failing on CI - \"Could not initialize class oshi.jna.platform.linux.Libc\" - Issue #7657")
 public class TestHardWareMetric extends BaseDL4JTest {

deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/util/ModelGuesserTest.java

@@ -45,9 +45,9 @@ import org.nd4j.linalg.learning.config.Sgd;
 import org.nd4j.linalg.lossfunctions.LossFunctions;
 import org.nd4j.common.resources.Resources;
 import java.io.*;
-import static org.junit.jupiter.api.Assertions.assertEquals;
+
-import static org.junit.jupiter.api.Assertions.assertTrue;
+import static org.junit.jupiter.api.Assertions.*;
-import static org.junit.Assume.assumeNotNull;
+import static org.junit.jupiter.api.Assumptions.*;
 import org.junit.jupiter.api.DisplayName;
 import java.nio.file.Path;
 import org.junit.jupiter.api.extension.ExtendWith;
@@ -67,11 +67,11 @@ class ModelGuesserTest extends BaseDL4JTest {
         File f = Resources.asFile("modelimport/keras/examples/mnist_mlp/mnist_mlp_tf_keras_1_model.h5");
         assertTrue(f.exists());
         Model guess1 = ModelGuesser.loadModelGuess(f.getAbsolutePath());
-        assumeNotNull(guess1);
+        assertNotNull(guess1);
         f = Resources.asFile("modelimport/keras/examples/mnist_cnn/mnist_cnn_tf_keras_1_model.h5");
         assertTrue(f.exists());
         Model guess2 = ModelGuesser.loadModelGuess(f.getAbsolutePath());
-        assumeNotNull(guess2);
+        assertNotNull(guess2);
     }
 
     @Test
@@ -81,13 +81,13 @@ class ModelGuesserTest extends BaseDL4JTest {
         assertTrue(f.exists());
         try (InputStream inputStream = new FileInputStream(f)) {
             Model guess1 = ModelGuesser.loadModelGuess(inputStream);
-            assumeNotNull(guess1);
+            assertNotNull(guess1);
         }
         f = Resources.asFile("modelimport/keras/examples/mnist_cnn/mnist_cnn_tf_keras_1_model.h5");
         assertTrue(f.exists());
         try (InputStream inputStream = new FileInputStream(f)) {
             Model guess1 = ModelGuesser.loadModelGuess(inputStream);
-            assumeNotNull(guess1);
+            assertNotNull(guess1);
         }
     }
 
@@ -157,7 +157,7 @@ class ModelGuesserTest extends BaseDL4JTest {
         ModelSerializer.writeModel(net, tempFile, true);
         try (InputStream inputStream = new FileInputStream(tempFile)) {
             MultiLayerNetwork network = (MultiLayerNetwork) ModelGuesser.loadModelGuess(inputStream);
-            assumeNotNull(network);
+            assertNotNull(network);
             assertEquals(network.getLayerWiseConfigurations().toJson(), net.getLayerWiseConfigurations().toJson());
             assertEquals(net.params(), network.params());
             assertEquals(net.getUpdater().getStateViewArray(), network.getUpdater().getStateViewArray());

deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/util/ModelValidatorTests.java

@@ -52,7 +52,7 @@ import java.util.zip.ZipFile;
 import java.util.zip.ZipInputStream;
 import java.util.zip.ZipOutputStream;
 
-import static junit.framework.TestCase.assertTrue;
+
 import static org.junit.jupiter.api.Assertions.*;
 
 public class ModelValidatorTests extends BaseDL4JTest {
@@ -91,7 +91,7 @@ public class ModelValidatorTests extends BaseDL4JTest {
         ValidationResult vr2 = DL4JModelValidator.validateMultiLayerNetwork(f2);
         assertFalse(vr2.isValid());
         String s = vr2.getIssues().get(0);
-        assertTrue(s, s.contains("zip") && s.contains("corrupt"));
+        assertTrue(s.contains("zip") && s.contains("corrupt"), s);
         assertEquals("MultiLayerNetwork", vr2.getFormatType());
         assertEquals(MultiLayerNetwork.class, vr2.getFormatClass());
         assertNotNull(vr2.getException());
@@ -108,7 +108,7 @@ public class ModelValidatorTests extends BaseDL4JTest {
         assertFalse(vr3.isValid());
         s = vr3.getIssues().get(0);
         assertEquals(1, vr3.getIssues().size());
-        assertTrue(s, s.contains("missing") && s.contains("configuration"));
+        assertTrue(s.contains("missing") && s.contains("configuration"), s);
         assertEquals("MultiLayerNetwork", vr3.getFormatType());
         assertEquals(MultiLayerNetwork.class, vr3.getFormatClass());
         assertNull(vr3.getException());
@@ -126,7 +126,7 @@ public class ModelValidatorTests extends BaseDL4JTest {
         assertFalse(vr4.isValid());
         s = vr4.getIssues().get(0);
         assertEquals(1, vr4.getIssues().size());
-        assertTrue(s, s.contains("missing") && s.contains("coefficients"));
+        assertTrue(s.contains("missing") && s.contains("coefficients"), s);
         assertEquals("MultiLayerNetwork", vr4.getFormatType());
         assertEquals(MultiLayerNetwork.class, vr4.getFormatClass());
         assertNull(vr4.getException());
@@ -169,7 +169,7 @@ public class ModelValidatorTests extends BaseDL4JTest {
         assertFalse(vr6.isValid());
         s = vr6.getIssues().get(0);
         assertEquals(1, vr6.getIssues().size());
-        assertTrue(s, s.contains("JSON") && s.contains("valid") && s.contains("MultiLayerConfiguration"));
+        assertTrue(s.contains("JSON") && s.contains("valid") && s.contains("MultiLayerConfiguration"), s);
         assertEquals("MultiLayerNetwork", vr6.getFormatType());
         assertEquals(MultiLayerNetwork.class, vr6.getFormatClass());
         assertNotNull(vr6.getException());
@@ -209,7 +209,7 @@ public class ModelValidatorTests extends BaseDL4JTest {
         ValidationResult vr2 = DL4JModelValidator.validateComputationGraph(f2);
         assertFalse(vr2.isValid());
         String s = vr2.getIssues().get(0);
-        assertTrue(s, s.contains("zip") && s.contains("corrupt"));
+        assertTrue(s.contains("zip") && s.contains("corrupt"), s);
         assertEquals("ComputationGraph", vr2.getFormatType());
         assertEquals(ComputationGraph.class, vr2.getFormatClass());
         assertNotNull(vr2.getException());
@@ -226,7 +226,7 @@ public class ModelValidatorTests extends BaseDL4JTest {
         assertFalse(vr3.isValid());
         s = vr3.getIssues().get(0);
         assertEquals(1, vr3.getIssues().size());
-        assertTrue(s, s.contains("missing") && s.contains("configuration"));
+        assertTrue(s.contains("missing") && s.contains("configuration"), s);
         assertEquals("ComputationGraph", vr3.getFormatType());
         assertEquals(ComputationGraph.class, vr3.getFormatClass());
         assertNull(vr3.getException());
@@ -244,7 +244,7 @@ public class ModelValidatorTests extends BaseDL4JTest {
         assertFalse(vr4.isValid());
         s = vr4.getIssues().get(0);
         assertEquals(1, vr4.getIssues().size());
-        assertTrue(s, s.contains("missing") && s.contains("coefficients"));
+        assertTrue(s.contains("missing") && s.contains("coefficients"), s);
         assertEquals("ComputationGraph", vr4.getFormatType());
         assertEquals(ComputationGraph.class, vr4.getFormatClass());
         assertNull(vr4.getException());
@@ -287,7 +287,7 @@ public class ModelValidatorTests extends BaseDL4JTest {
         assertFalse(vr6.isValid());
         s = vr6.getIssues().get(0);
         assertEquals(1, vr6.getIssues().size());
-        assertTrue(s, s.contains("JSON") && s.contains("valid") && s.contains("ComputationGraphConfiguration"));
+        assertTrue(s.contains("JSON") && s.contains("valid") && s.contains("ComputationGraphConfiguration"), s);
         assertEquals("ComputationGraph", vr6.getFormatType());
         assertEquals(ComputationGraph.class, vr6.getFormatClass());
         assertNotNull(vr6.getException());

deeplearning4j/deeplearning4j-core/src/test/java/org/deeplearning4j/util/TestUIDProvider.java

@@ -24,9 +24,7 @@ import org.deeplearning4j.BaseDL4JTest;
 import org.deeplearning4j.core.util.UIDProvider;
 import org.junit.jupiter.api.Test;
 
-import static junit.framework.TestCase.assertTrue;
+import static org.junit.jupiter.api.Assertions.*;
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertNotNull;
 
 public class TestUIDProvider extends BaseDL4JTest {
 

deeplearning4j/deeplearning4j-modelimport/pom.xml

@@ -89,6 +89,10 @@
             <groupId>org.junit.jupiter</groupId>
             <artifactId>junit-jupiter-engine</artifactId>
         </dependency>
+        <dependency>
+            <groupId>org.junit.jupiter</groupId>
+            <artifactId>junit-jupiter-params</artifactId>
+        </dependency>
         <dependency>
             <groupId>org.deeplearning4j</groupId>
             <artifactId>deeplearning4j-common-tests</artifactId>
@@ -120,113 +124,4 @@
         </dependency>
     </dependencies>
 
-    <profiles>
-        <profile>
-            <id>test-nd4j-native</id>
-            <dependencies>
-                <dependency>
-                    <groupId>org.nd4j</groupId>
-                    <artifactId>nd4j-native</artifactId>
-                    <version>${project.version}</version>
-                    <scope>test</scope>
-                </dependency>
-            </dependencies>
-            <build>
-                <plugins>
-                    <plugin>
-                        <groupId>org.apache.maven.plugins</groupId>
-                        <artifactId>maven-surefire-plugin</artifactId>
-                        <inherited>true</inherited>
-                        <dependencies>
-                            <dependency>
-                                <groupId>org.nd4j</groupId>
-                                <artifactId>nd4j-native</artifactId>
-                                <version>${project.version}</version>
-                            </dependency>
-                        </dependencies>
-                        <configuration>
-                            <environmentVariables>
-
-                            </environmentVariables>
-                            <testSourceDirectory>src/test/java</testSourceDirectory>
-                            <includes>
-                                <include>*.java</include>
-                                <include>**/*.java</include>
-                                <include>**/Test*.java</include>
-                                <include>**/*Test.java</include>
-                                <include>**/*TestCase.java</include>
-                            </includes>
-                            <junitArtifactName>org.junit.jupiter:junit-jupiter</junitArtifactName>
-                            <systemPropertyVariables>
-                                <org.nd4j.linalg.defaultbackend>
-                                    org.nd4j.linalg.cpu.nativecpu.CpuBackend
-                                </org.nd4j.linalg.defaultbackend>
-                                <org.nd4j.linalg.tests.backendstorun>
-                                    org.nd4j.linalg.cpu.nativecpu.CpuBackend
-                                </org.nd4j.linalg.tests.backendstorun>
-                            </systemPropertyVariables>
-                            <!--
-                                Maximum heap size was set to 8g, as a minimum required value for tests run.
-                                Depending on a build machine, default value is not always enough.
-
-                                For testing large zoo models, this may not be enough (so comment it out).
-                            -->
-                            <argLine></argLine>
-                        </configuration>
-                    </plugin>
-                </plugins>
-            </build>
-        </profile>
-        <profile>
-            <id>test-nd4j-cuda-11.0</id>
-            <dependencies>
-                <dependency>
-                    <groupId>org.nd4j</groupId>
-                    <artifactId>nd4j-cuda-11.0</artifactId>
-                    <version>${project.version}</version>
-                    <scope>test</scope>
-                </dependency>
-            </dependencies>
-            <build>
-                <plugins>
-                    <plugin>
-                        <groupId>org.apache.maven.plugins</groupId>
-                        <artifactId>maven-surefire-plugin</artifactId>
-                        <dependencies>
-                            <dependency>
-                                <groupId>org.apache.maven.surefire</groupId>
-                                <artifactId>surefire-junit47</artifactId>
-                                <version>2.19.1</version>
-                            </dependency>
-                        </dependencies>
-                        <configuration>
-                            <environmentVariables>
-                            </environmentVariables>
-                            <testSourceDirectory>src/test/java</testSourceDirectory>
-                            <includes>
-                                <include>*.java</include>
-                                <include>**/*.java</include>
-                                <include>**/Test*.java</include>
-                                <include>**/*Test.java</include>
-                                <include>**/*TestCase.java</include>
-                            </includes>
-                            <junitArtifactName>org.junit.jupiter:junit-jupiter</junitArtifactName>
-                            <systemPropertyVariables>
-                                <org.nd4j.linalg.defaultbackend>
-                                    org.nd4j.linalg.jcublas.JCublasBackend
-                                </org.nd4j.linalg.defaultbackend>
-                                <org.nd4j.linalg.tests.backendstorun>
-                                    org.nd4j.linalg.jcublas.JCublasBackend
-                                </org.nd4j.linalg.tests.backendstorun>
-                            </systemPropertyVariables>
-                            <!--
-                                Maximum heap size was set to 6g, as a minimum required value for tests run.
-                                Depending on a build machine, default value is not always enough.
-                            -->
-                        </configuration>
-                    </plugin>
-                </plugins>
-            </build>
-        </profile>
-    </profiles>
 </project>

deeplearning4j/pom.xml

@@ -107,17 +107,18 @@
     </dependencyManagement>
 
     <dependencies>
+        <!-- For unit tests -->
         <dependency>
             <groupId>org.junit.jupiter</groupId>
             <artifactId>junit-jupiter-api</artifactId>
-            <version>${junit.version}</version>
-            <scope>test</scope>
         </dependency>
         <dependency>
             <groupId>org.junit.jupiter</groupId>
             <artifactId>junit-jupiter-engine</artifactId>
-            <version>${junit.version}</version>
+        </dependency>
-            <scope>test</scope>
+        <dependency>
+            <groupId>org.junit.jupiter</groupId>
+            <artifactId>junit-jupiter-params</artifactId>
         </dependency>
         <dependency>
             <groupId>org.projectlombok</groupId>
@@ -230,7 +231,6 @@
             <plugins>
                 <plugin>
                     <artifactId>maven-surefire-plugin</artifactId>
-                    <version>${maven-surefire-plugin.version}</version>
                     <inherited>true</inherited>
                     <configuration>
                         <!--
@@ -250,6 +250,13 @@
                             <include>**/*.java</include>
                         </includes>
                     </configuration>
+                    <dependencies>
+                        <dependency>
+                            <groupId>org.apache.maven.surefire</groupId>
+                            <artifactId>surefire-junit-platform</artifactId>
+                            <version>${maven-surefire-plugin.version}</version>
+                        </dependency>
+                    </dependencies>
                 </plugin>
                 <plugin>
                     <groupId>org.eclipse.m2e</groupId>
@@ -316,6 +323,21 @@
                                 <artifactId>nd4j-native</artifactId>
                                 <version>${project.version}</version>
                             </dependency>
+                            <dependency>
+                                <groupId>org.junit.jupiter</groupId>
+                                <artifactId>junit-jupiter-engine</artifactId>
+                                <version>${junit.version}</version>
+                            </dependency>
+                            <dependency>
+                                <groupId>org.junit.jupiter</groupId>
+                                <artifactId>junit-jupiter-params</artifactId>
+                                <version>${junit.version}</version>
+                            </dependency>
+                            <dependency>
+                                <groupId>org.apache.maven.surefire</groupId>
+                                <artifactId>surefire-junit-platform</artifactId>
+                                <version>${maven-surefire-plugin.version}</version>
+                            </dependency>
                         </dependencies>
                         <configuration>
                             <environmentVariables>
@@ -344,7 +366,7 @@
 
                                 For testing large zoo models, this may not be enough (so comment it out).
                             -->
-                            <argLine> "</argLine>
+                            <argLine></argLine>
                         </configuration>
                     </plugin>
                 </plugins>
@@ -376,13 +398,7 @@
                     <plugin>
                         <groupId>org.apache.maven.plugins</groupId>
                         <artifactId>maven-surefire-plugin</artifactId>
-                        <dependencies>
+                        <version>${maven-surefire-plugin.version}</version>
-                            <dependency>
-                                <groupId>org.junit</groupId>
-                                <artifactId>surefire-junit5</artifactId>
-                                <version>5.0.0-ALPHA</version>
-                            </dependency>
-                        </dependencies>
                         <configuration>
                             <environmentVariables>
                             </environmentVariables>
@@ -409,6 +425,7 @@
                             -->
                             <argLine> -Djava.library.path="${nd4j.basedir}/nd4j-backends/nd4j-backend-impls/nd4j-cuda/target/classes"</argLine>
                         </configuration>
+
                     </plugin>
                 </plugins>
             </build>

nd4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/protobuf/tf/google/protobuf/stubs/strutil.cc

@@ -1259,7 +1259,7 @@ char* DoubleToBuffer(double value, char* buffer) {
   // DBL_DIG is 15 for IEEE-754 doubles, which are used on almost all
   // platforms these days.  Just in case some system exists where DBL_DIG
   // is significantly larger -- and risks overflowing our buffer -- we have
-  // this assert.
+  // this
   GOOGLE_COMPILE_ASSERT(DBL_DIG < 20, DBL_DIG_is_too_big);
 
   if (value == std::numeric_limits<double>::infinity()) {
@@ -1377,7 +1377,7 @@ char* FloatToBuffer(float value, char* buffer) {
   // FLT_DIG is 6 for IEEE-754 floats, which are used on almost all
   // platforms these days.  Just in case some system exists where FLT_DIG
   // is significantly larger -- and risks overflowing our buffer -- we have
-  // this assert.
+  // this
   GOOGLE_COMPILE_ASSERT(FLT_DIG < 10, FLT_DIG_is_too_big);
 
   if (value == std::numeric_limits<double>::infinity()) {

nd4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/protobuf/tf/tensorflow/core/lib/strings/numbers.cc

@@ -182,7 +182,7 @@ size_t DoubleToBuffer(double value, char* buffer) {
   // DBL_DIG is 15 for IEEE-754 doubles, which are used on almost all
   // platforms these days.  Just in case some system exists where DBL_DIG
   // is significantly larger -- and risks overflowing our buffer -- we have
-  // this assert.
+  // this
   static_assert(DBL_DIG < 20, "DBL_DIG is too big");
 
   if (std::abs(value) <= kDoublePrecisionCheckMax) {
@@ -363,7 +363,7 @@ size_t FloatToBuffer(float value, char* buffer) {
   // FLT_DIG is 6 for IEEE-754 floats, which are used on almost all
   // platforms these days.  Just in case some system exists where FLT_DIG
   // is significantly larger -- and risks overflowing our buffer -- we have
-  // this assert.
+  // this
   static_assert(FLT_DIG < 10, "FLT_DIG is too big");
 
   int snprintf_result =

nd4j/nd4j-backends/nd4j-backend-impls/nd4j-cuda/pom.xml

@@ -139,13 +139,6 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-surefire-plugin</artifactId>
-                <dependencies>
-                    <dependency>
-                        <groupId>org.apache.maven.surefire</groupId>
-                        <artifactId>surefire-junit47</artifactId>
-                        <version>2.19.1</version>
-                    </dependency>
-                </dependencies>
                 <configuration>
                     <environmentVariables>
                         <LD_LIBRARY_PATH>

nd4j/nd4j-backends/nd4j-backend-impls/pom.xml

@@ -81,7 +81,6 @@
 
     <build>
         <plugins>
-
             <!-- Skip execution of Javadoc since some versions run out of memory -->
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
@@ -124,7 +123,6 @@
                 <plugin>
                     <groupId>org.apache.maven.plugins</groupId>
                     <artifactId>maven-surefire-plugin</artifactId>
-                    <version>2.19.1</version>
                     <configuration>
                         <environmentVariables>
                             <LD_LIBRARY_PATH>${env.LD_LIBRARY_PATH}:${user.dir}</LD_LIBRARY_PATH>

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/OpValidationSuite.java

@@ -20,21 +20,19 @@
 
 package org.nd4j;
 
-import org.junit.AfterClass;
+import org.junit.jupiter.api.AfterEach;
 import org.junit.jupiter.api.BeforeAll;
 import org.junit.jupiter.api.Disabled;
-import org.junit.runner.RunWith;
-import org.junit.runners.Suite;
 import org.nd4j.autodiff.opvalidation.*;
 import org.nd4j.autodiff.validation.OpValidation;
 //import org.nd4j.imports.tfgraphs.TFGraphTestAllSameDiff;
 import org.nd4j.linalg.api.buffer.DataType;
 import org.nd4j.linalg.factory.Nd4j;
 
-import static org.junit.Assume.assumeFalse;
+import static org.junit.jupiter.api.Assumptions.assumeFalse;
 
-@RunWith(Suite.class)
+
-@Suite.SuiteClasses({
+/*@Suite.SuiteClasses({
         //Note: these will be run as part of the suite only, and will NOT be run again separately
         LayerOpValidation.class,
         LossOpValidation.class,
@@ -48,7 +46,7 @@ import static org.junit.Assume.assumeFalse;
         //TF import tests
         //TFGraphTestAllSameDiff.class
         //TFGraphTestAllLibnd4j.class
-})
+})*/
 //IMPORTANT: This ignore is added to avoid maven surefire running both the suite AND the individual tests in "mvn test"
 // With it ignored here, the individual tests will run outside (i.e., separately/independently) of the suite in both "mvn test" and IntelliJ
 @Disabled
@@ -84,7 +82,7 @@ public class OpValidationSuite {
         Nd4j.getRandom().setSeed(123);
     }
 
-    @AfterClass
+    @AfterEach
     public static void afterClass() {
         Nd4j.setDataType(initialType);
 

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/TestOpMapping.java

@@ -145,9 +145,8 @@ public class TestOpMapping extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testOpMappingCoverage() throws Exception {
         Map<String, DifferentialFunction> opNameMapping = ImportClassMapping.getOpNameMapping();
         Map<String, DifferentialFunction> tfOpNameMapping = ImportClassMapping.getTFOpMappingFunctions();
@@ -197,9 +196,8 @@ public class TestOpMapping extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testOpsInNamespace(Nd4jBackend backend) throws Exception {
         //Ensure that every op is either in a namespace, OR it's explicitly marked as ignored (i.e., an op that we don't
         // want to add to a namespace for some reason)
@@ -361,7 +359,7 @@ public class TestOpMapping extends BaseNd4jTestWithBackends {
     @Test
     @Disabled
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void generateOpClassList(Nd4jBackend backend) throws Exception{
         Reflections reflections = new Reflections("org.nd4j");
         Set<Class<? extends DifferentialFunction>> subTypes = reflections.getSubTypesOf(DifferentialFunction.class);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/TestSessions.java

@@ -55,9 +55,8 @@ public class TestSessions extends BaseNd4jTestWithBackends {
         return 'c';
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testInferenceSessionBasic(Nd4jBackend backend) {
         //So far: trivial test to check execution order
 
@@ -89,9 +88,8 @@ public class TestSessions extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testInferenceSessionBasic2(Nd4jBackend backend) {
         //So far: trivial test to check execution order
 
@@ -127,9 +125,8 @@ public class TestSessions extends BaseNd4jTestWithBackends {
         assertEquals(dExp, outMap.get("d"));
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMergeSimple(Nd4jBackend backend) {
         //This isn't really a sensible graph, as merge op behaviour is undefined when multiple inputs are available...
 
@@ -165,9 +162,8 @@ public class TestSessions extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSwitchSimple(Nd4jBackend backend) {
 
         SameDiff sd = SameDiff.create();

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/internal/TestDependencyTracker.java

@@ -34,7 +34,6 @@ import org.nd4j.common.primitives.Pair;
 
 import java.util.Collections;
 
-import static junit.framework.TestCase.assertNotNull;
 import static org.junit.jupiter.api.Assertions.*;
 
 public class TestDependencyTracker extends BaseNd4jTestWithBackends {
@@ -45,9 +44,8 @@ public class TestDependencyTracker extends BaseNd4jTestWithBackends {
         return 'c';
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testSimple(Nd4jBackend backend){
 
         DependencyTracker<String,String> dt = new DependencyTracker<>();
@@ -94,9 +92,8 @@ public class TestDependencyTracker extends BaseNd4jTestWithBackends {
         assertTrue(dt.isEmpty());
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testSatisfiedBeforeAdd(Nd4jBackend backend){
         DependencyTracker<String,String> dt = new DependencyTracker<>();
 
@@ -135,9 +132,8 @@ public class TestDependencyTracker extends BaseNd4jTestWithBackends {
         assertFalse(dt.hasNewAllSatisfied());
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testMarkUnsatisfied(Nd4jBackend backend){
 
         DependencyTracker<String,String> dt = new DependencyTracker<>();
@@ -169,9 +165,8 @@ public class TestDependencyTracker extends BaseNd4jTestWithBackends {
     }
 
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testIdentityDependencyTracker(){
         IdentityDependencyTracker<INDArray, String> dt = new IdentityDependencyTracker<>();
         assertTrue(dt.isEmpty());

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/ActivationGradChecks.java

@@ -41,9 +41,8 @@ import static org.junit.jupiter.api.Assertions.assertTrue;
 public class ActivationGradChecks extends BaseOpValidation {
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testActivationGradientCheck1(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
         SameDiff sd = SameDiff.create();
@@ -61,9 +60,8 @@ public class ActivationGradChecks extends BaseOpValidation {
         assertTrue(ok);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testActivationGradientCheck2(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
         SameDiff sd = SameDiff.create();

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/LayerOpValidation.java

@@ -73,9 +73,8 @@ public class LayerOpValidation extends BaseOpValidation {
         return 90000L;
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testXwPlusB(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
 
@@ -109,9 +108,8 @@ public class LayerOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReluLayer(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
 
@@ -139,9 +137,8 @@ public class LayerOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBiasAdd(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
 
@@ -165,9 +162,8 @@ public class LayerOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testConv2d(Nd4jBackend backend) {
         //avg pool, batch norm, conv2d, max pool 2d, pooling2d, upsampling
         //Tested elsewhere: deconv2d, depthwise2d, LRN, sconv2d
@@ -307,9 +303,8 @@ public class LayerOpValidation extends BaseOpValidation {
         assertEquals(0, failed.size(),failed.toString());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testLrn2d(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
 
@@ -350,9 +345,8 @@ public class LayerOpValidation extends BaseOpValidation {
         assertEquals(0, failed.size(),failed.toString());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testIm2Col(Nd4jBackend backend) {
         //OpValidationSuite.ignoreFailing();      //TEMPORARY DUE TO JVM CRASH: https://github.com/eclipse/deeplearning4j/issues/6873
         Nd4j.getRandom().setSeed(12345);
@@ -391,9 +385,8 @@ public class LayerOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testOutputShape(Nd4jBackend backend) {
         long[] inSize = {1, 8, 8, 3};
 
@@ -443,9 +436,8 @@ public class LayerOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAvgPool(Nd4jBackend backend) {
         long[] inSize = {1, 8, 8, 3};  //NHWC
 
@@ -488,9 +480,8 @@ public class LayerOpValidation extends BaseOpValidation {
         return new int[]{in[0], in[2], in[3], in[4], in[1]};
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testConv3d(Nd4jBackend backend) {
         //Pooling3d, Conv3D, batch norm
         Nd4j.getRandom().setSeed(12345);
@@ -592,9 +583,8 @@ public class LayerOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDepthWiseConv2dBasic(Nd4jBackend backend) {
         int nIn = 3;
         int depthWise = 4;
@@ -633,9 +623,8 @@ public class LayerOpValidation extends BaseOpValidation {
         assertArrayEquals(new long[]{mb, depthWise * nIn, 27, 27}, outShape);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSeparableConv2dBasic(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
         int nIn = 2;
@@ -691,9 +680,8 @@ public class LayerOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDeconv2dBasic(Nd4jBackend backend) {
         int nIn = 2;
         int nOut = 3;
@@ -737,9 +725,8 @@ public class LayerOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testConv2dBasic(Nd4jBackend backend) {
         int nIn = 3;
         int nOut = 4;
@@ -780,9 +767,8 @@ public class LayerOpValidation extends BaseOpValidation {
         // sd.execBackwards(); // TODO: test failing here
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMaxPoolingArgMax(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
         int nIn = 3;
@@ -811,9 +797,8 @@ public class LayerOpValidation extends BaseOpValidation {
         assertArrayEquals(inArr.shape(), results[1].eval().shape());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMaxPooling2dBasic(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
         int nIn = 3;
@@ -871,9 +856,8 @@ public class LayerOpValidation extends BaseOpValidation {
         return max;
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAvgPooling2dBasic(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
         int nIn = 3;
@@ -922,9 +906,8 @@ public class LayerOpValidation extends BaseOpValidation {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAvgPooling3dBasic(Nd4jBackend backend) {
         int nIn = 3;
         int kH = 2;
@@ -961,9 +944,8 @@ public class LayerOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMaxPooling3dBasic(Nd4jBackend backend) {
         int nIn = 3;
         int kH = 2;
@@ -1001,9 +983,8 @@ public class LayerOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testConv1dBasic(Nd4jBackend backend) {
         int nIn = 3;
         int nOut = 4;
@@ -1038,9 +1019,8 @@ public class LayerOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testConv1dCausal(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
         int nIn = 3;
@@ -1089,9 +1069,8 @@ public class LayerOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testConv1dForward(Nd4jBackend backend) {
         int nIn = 2;
         int nOut = 1;
@@ -1134,9 +1113,8 @@ public class LayerOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testConv3dBasic(Nd4jBackend backend) {
         int nIn = 3;
         int nOut = 4;
@@ -1182,9 +1160,8 @@ public class LayerOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDeConv3dBasic(Nd4jBackend backend) {
         int nIn = 4;
         int nOut = 3;
@@ -1229,9 +1206,8 @@ public class LayerOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testLayerNorm(Nd4jBackend backend) {
         final INDArray random = Nd4j.rand(DataType.DOUBLE, 10, 4);
         final INDArray standardized = random.ulike();
@@ -1256,9 +1232,8 @@ public class LayerOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testLayerNorm4d(Nd4jBackend backend) {
         int mb = 3;
         int ch = 4;
@@ -1290,9 +1265,8 @@ public class LayerOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testLayerNormOP(Nd4jBackend backend) {
         final INDArray random = Nd4j.rand(DataType.DOUBLE, 10, 4);
         final INDArray standardized = random.ulike();
@@ -1308,9 +1282,8 @@ public class LayerOpValidation extends BaseOpValidation {
         assertEquals(res, output);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testLayerNormNoBias(Nd4jBackend backend) {
         final INDArray random = Nd4j.rand(DataType.DOUBLE, 10, 4);
         final INDArray standardized = random.ulike();
@@ -1333,9 +1306,8 @@ public class LayerOpValidation extends BaseOpValidation {
         assertNull(err, err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testLayerNormOPNoBias(Nd4jBackend backend) {
         final INDArray random = Nd4j.rand(DataType.DOUBLE, 10, 4);
         final INDArray standardized = random.ulike();
@@ -1350,9 +1322,8 @@ public class LayerOpValidation extends BaseOpValidation {
         assertEquals(res, output);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testLayerNormNoDeviation(Nd4jBackend backend) {
         final INDArray random = Nd4j.rand(DataType.DOUBLE, 10, 4);
         for (int i = 0; i < 4; i++) {
@@ -1467,9 +1438,8 @@ public class LayerOpValidation extends BaseOpValidation {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testLayerNormMixedOrders(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
         INDArray input = Nd4j.rand(DataType.DOUBLE, 3, 8).dup('f');
@@ -1516,9 +1486,8 @@ public class LayerOpValidation extends BaseOpValidation {
         assertEquals(outCC, outFC);       //Fails here
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBiasAdd_nchw_nhwc(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
 
@@ -1549,9 +1518,8 @@ public class LayerOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDepthwiseConv2D(){
 
         int bS = 10;
@@ -1589,9 +1557,8 @@ public class LayerOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void LSTMLayerTestCase1(Nd4jBackend backend) {
 
         int bS = 5;
@@ -1666,9 +1633,8 @@ public class LayerOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void LSTMLayerTestCase2(Nd4jBackend backend) {
         int bS = 5;
         int nIn = 3;
@@ -1726,9 +1692,8 @@ public class LayerOpValidation extends BaseOpValidation {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void LSTMLayerTestCase3(Nd4jBackend backend) {
         int bS = 5;
         int nIn = 3;
@@ -1789,9 +1754,8 @@ public class LayerOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void GRUTestCase(Nd4jBackend backend) {
         int bS = 5;
         int nIn = 4;

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/LossOpValidation.java

@@ -55,9 +55,8 @@ public class LossOpValidation extends BaseOpValidation {
     // All tested Loss Ops have backprop at the moment 2019/01/30
     public static final Set<String> NO_BP_YET = new HashSet<>();
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testLoss2d(Nd4jBackend backend) {
         final List<String> oneDimensionalOutputFns = Arrays.asList("cosine", "mpwse", "softmaxxent", "softmaxxent_smooth", "mpwse", "sparsesoftmax");
 
@@ -369,9 +368,8 @@ public class LossOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testCosineDistance(){
         INDArray arr = Nd4j.create(new double[][]{{-0.3, -0.2, -0.1}, {0, 0.1, 0.2}});
         INDArray label = Nd4j.create(new double[][]{{1.0, 2.0, 3.0}, {-1.0, 2.0, 1.0}});
@@ -389,9 +387,8 @@ public class LossOpValidation extends BaseOpValidation {
         assertEquals(exp, out);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testL2Loss(){
 
         for( int rank=0; rank<=3; rank++ ){
@@ -433,9 +430,8 @@ public class LossOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNonZeroResult(Nd4jBackend backend) {
         INDArray predictions = Nd4j.rand(DataType.DOUBLE, 10, 5);
         INDArray w = Nd4j.scalar(1.0);
@@ -493,9 +489,8 @@ public class LossOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void TestStdLossMixedDataType(){
         // Default Data Type in this test suite is Double.
         // This test used to throw an Exception that we have mixed data types.

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/MiscOpValidation.java

@@ -74,17 +74,17 @@ import org.nd4j.common.util.ArrayUtil;
 
 import java.util.*;
 
+
 import static org.junit.jupiter.api.Assertions.*;
-import static org.junit.Assume.assumeNotNull;
+import static org.junit.jupiter.api.Assumptions.*;
 
 @Slf4j
 public class MiscOpValidation extends BaseOpValidation {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGradientAutoBroadcast1(Nd4jBackend backend) {
 
         Nd4j.getRandom().setSeed(12345);
@@ -171,9 +171,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertEquals(0, failed.size(),"Failed: " + failed);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGradientAutoBroadcast2(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
 
@@ -262,9 +261,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertEquals(0, failed.size(),"Failed: " + failed);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGradientAutoBroadcast3(Nd4jBackend backend) {
         //These tests: output size > input sizes
 
@@ -372,9 +370,8 @@ public class MiscOpValidation extends BaseOpValidation {
         return Long.MAX_VALUE;
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testScatterOpGradients(Nd4jBackend backend) {
         List<String> failed = new ArrayList<>();
 
@@ -476,9 +473,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertEquals(0, failed.size(),failed.toString());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testScatterUpdate(){
         INDArray x = Nd4j.linspace(DataType.FLOAT, 1, 30, 1).reshape(10, 3);
         INDArray updates = Nd4j.create(new float[][]{
@@ -499,9 +495,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertEquals(exp, out);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGatherGradient(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
 
@@ -552,9 +547,8 @@ public class MiscOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTrace(){
         //TODO need to work out how to handle shape_op for scalars...
         //OpValidationSuite.ignoreFailing();
@@ -579,9 +573,8 @@ public class MiscOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTensorGradTensorMmul(Nd4jBackend backend) {
         OpValidationSuite.ignoreFailing();
 
@@ -603,9 +596,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMulGradient(Nd4jBackend backend) {
         INDArray arr1 = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(2, 2);
         INDArray arr2 = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(2, 2);
@@ -670,9 +662,8 @@ public class MiscOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMmulGradientManual(Nd4jBackend backend) {
         SameDiff sameDiff = SameDiff.create();
         INDArray sumInput = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(2, 2);
@@ -689,14 +680,14 @@ public class MiscOpValidation extends BaseOpValidation {
         }, inputs);
 
 
-        assumeNotNull(sameDiff.getFunction("mmulGradient").getFunction("grad"));
+        assertNotNull(sameDiff.getFunction("mmulGradient").getFunction("grad"));
-        assumeNotNull(sameDiff.getFunction("mmulGradient").grad("x"));
+        assertNotNull(sameDiff.getFunction("mmulGradient").grad("x"));
-        assumeNotNull(sameDiff.getFunction("mmulGradient").grad("y"));
+        assertNotNull(sameDiff.getFunction("mmulGradient").grad("y"));
 
         SDVariable gradWrtX = sameDiff.getFunction("mmulGradient").grad("x");
         SDVariable gradWrtY = sameDiff.getFunction("mmulGradient").grad("y");
-        assumeNotNull(gradWrtX.getArr());
+        assertNotNull(gradWrtX.getArr());
-        assumeNotNull(gradWrtY.getArr());
+        assertNotNull(gradWrtY.getArr());
 
 
         INDArray xGradAssertion = Nd4j.create(new double[][]{
@@ -713,9 +704,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertEquals(yGradAssertion, gradWrtY.getArr());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMmulGradients(){
         int[] aShape = new int[]{2,3};
         int[] bShape = new int[]{3,4};
@@ -766,9 +756,8 @@ public class MiscOpValidation extends BaseOpValidation {
         return new int[]{orig[1], orig[0]};
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBatchMmulBasic(Nd4jBackend backend) {
         OpValidationSuite.ignoreFailing();  //https://github.com/deeplearning4j/deeplearning4j/issues/6873
         int M = 5;
@@ -793,9 +782,8 @@ public class MiscOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMmulWithTranspose(Nd4jBackend backend) {
 
         //Here: [x,3]^T * [x,4] = [3,4]
@@ -832,9 +820,8 @@ public class MiscOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMmulOutputSizeCalculation(){
         //[3,2] x [2,4] with result transpose: output shape [4,3]
         INDArray a = Nd4j.create(3,2);
@@ -866,9 +853,8 @@ public class MiscOpValidation extends BaseOpValidation {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testFillOp(){
 
         INDArray ia = Nd4j.createFromArray(new double[]{2,2}).castTo(DataType.INT);
@@ -882,9 +868,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testClipByNorm(){
         //Expected: if array.norm2(1) is less than 1.0, not modified
         //Otherwise: array.tad(x,1) = array.tad(x,1) * 1.0 / array.tad(x,1).norm2()
@@ -916,9 +901,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertEquals(exp, norm2_1b);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testClipByNorm2(){
         //Expected: if array.norm2(1) is less than 1.0, not modified
         //Otherwise: array.tad(x,1) = array.tad(x,1) * 1.0 / array.tad(x,1).norm2()
@@ -961,9 +945,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testClipByNorm1(){
         //Expected: if array.norm2(1) is less than 1.0, not modified
         //Otherwise: array.tad(x,1) = array.tad(x,1) * 1.0 / array.tad(x,1).norm2()
@@ -1003,9 +986,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testClipByNorm0(){
         //Expected: if array.norm2(0) is less than 1.0, not modified
         //Otherwise: array.tad(x,1) = array.tad(x,1) * 1.0 / array.tad(x,1).norm2()
@@ -1034,9 +1016,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(OpValidation.validate(op));
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testCumSum(){
 
         List<String> failing = new ArrayList<>();
@@ -1101,9 +1082,8 @@ public class MiscOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testCumProd(){
         List<String> failing = new ArrayList<>();
 
@@ -1171,9 +1151,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertEquals(0, failing.size(),failing.toString());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testOneHot1(){
         List<String> failed = new ArrayList<>();
 
@@ -1203,9 +1182,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertEquals( 0, failed.size(),failed.toString());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testOneHotOp(){
         //https://www.tensorflow.org/api_docs/python/tf/one_hot
         //https://github.com/deeplearning4j/deeplearning4j/blob/master/libnd4j/include/ops/declarable/generic/parity_ops/onehot.cpp
@@ -1219,9 +1197,8 @@ public class MiscOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testOneHot2(Nd4jBackend backend) {
 
         INDArray indicesArr = Nd4j.createFromArray(0, 2, -1, 1);
@@ -1241,9 +1218,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testOneHot4(Nd4jBackend backend) {
 
         INDArray indicesArr = Nd4j.createFromArray(0, 2, -1, 1);
@@ -1263,9 +1239,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testOneHot3(Nd4jBackend backend) {
         //https://github.com/deeplearning4j/deeplearning4j/issues/6872
 
@@ -1300,9 +1275,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testLinspace(){
         SameDiff sd = SameDiff.create();
         SDVariable out = sd.linspace("linspace", DataType.DOUBLE, 1,10,10);
@@ -1315,9 +1289,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testLinspace2(){
         OpValidationSuite.ignoreFailing();  //TODO 2019/01/18
         SameDiff sd = SameDiff.create();
@@ -1331,9 +1304,8 @@ public class MiscOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testShapeFn(Nd4jBackend backend) {
 
         INDArray in = Nd4j.create(new long[]{1, 2});
@@ -1347,9 +1319,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertArrayEquals(new long[]{2}, shapes.get(0).getShape());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testShapeFn2(Nd4jBackend backend) {
 
         INDArray i = Nd4j.create(1,3);
@@ -1362,9 +1333,8 @@ public class MiscOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMergeRank1(){
         SameDiff sd = SameDiff.create();
         SDVariable var = sd.var("in", Nd4j.create(new long[]{1}).assign(5));
@@ -1382,9 +1352,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertEquals(1, inGrad.rank());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDiagPart(Nd4jBackend backend) {
         INDArray i = Nd4j.create(5,5);
 
@@ -1396,9 +1365,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertEquals(1, out.rank());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDiagShapeFn(Nd4jBackend backend) {
         INDArray i = Nd4j.create(5,5);
 
@@ -1411,9 +1379,8 @@ public class MiscOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testZerosOnesLike(){
         Nd4j.getRandom().setSeed(12345);
 
@@ -1455,9 +1422,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertEquals(0, failed.size(),failed.toString());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testZerosLikeOp(){
 
         INDArray arr = Nd4j.scalar(DataType.DOUBLE, 1.0);
@@ -1472,9 +1438,8 @@ public class MiscOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testConfusionMatrix(){
         DataType dt = DataType.DOUBLE;
 
@@ -1510,9 +1475,8 @@ public class MiscOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testIsNonDecreasingIsStrictlyIncr(){
         List<long[]> shapes = Arrays.asList(null, new long[]{12}, new long[]{1,12}, new long[]{3,4}, new long[]{2,2,3});
 
@@ -1575,9 +1539,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertEquals( 0, failed.size(),failed.toString());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testExtractImagePatches(){
         /*
         tf.reset_default_graph()
@@ -1624,9 +1587,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertEquals(exp, out);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSegmentProdBpSimple(){
 
         INDArray segmentIdxs = Nd4j.create(new double[]{0,0,0,1,2,2,3,3}, new long[]{8}).castTo(DataType.INT);
@@ -1646,9 +1608,8 @@ public class MiscOpValidation extends BaseOpValidation {
         Nd4j.getExecutioner().exec(op);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMmulRank4() throws Exception {
         Nd4j.getRandom().setSeed(12345);
 
@@ -1683,9 +1644,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertEquals(outExp, out);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMmulRank4_simple(){
 
         INDArray arr1 = Nd4j.ones(DataType.FLOAT, 32, 12, 128, 64);
@@ -1711,9 +1671,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertEquals(exp, out);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNthElementRank1(){
         INDArray in = Nd4j.createFromArray(new double[]{0,1,2,3,4,5,6,7,8,9});
         INDArray n = Nd4j.scalar(0);
@@ -1735,9 +1694,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertEquals(0.0, out.getDouble(0), 1e-5);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTensorMmulShape(){
         INDArray a = Nd4j.create(new double[]{2}).reshape(1);
         INDArray b = Nd4j.create(new double[]{1, 2, 3, 4}).reshape(2, 1, 2);
@@ -1755,9 +1713,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertArrayEquals(new long[]{2,2}, l.get(0).getShape());         //Returning [1,2,2]
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTensorMmulShape2(){
         INDArray a = Nd4j.create(new double[]{2}).reshape(1);
         INDArray b = Nd4j.create(new double[]{1, 2, 3, 4}).reshape(2, 1, 2);
@@ -1765,9 +1722,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertArrayEquals(new long[]{2,2}, c.shape());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStopGradient(){
 
         SameDiff sd = SameDiff.create();
@@ -1786,9 +1742,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertEquals(Nd4j.zeros(DataType.DOUBLE, 3, 4), wArr);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testCheckNumerics(){
         OpValidationSuite.ignoreFailing();  //https://github.com/eclipse/deeplearning4j/issues/7927
 
@@ -1831,9 +1786,8 @@ public class MiscOpValidation extends BaseOpValidation {
         sd.outputAll(Collections.singletonMap("in", in));
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testCheckNumerics2(Nd4jBackend backend) {
         INDArray in = Nd4j.rand(DataType.DOUBLE, 3, 4);
         INDArray msg = Nd4j.scalar("My error message!");
@@ -1846,9 +1800,8 @@ public class MiscOpValidation extends BaseOpValidation {
         Nd4j.getExecutioner().exec(op);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testHistogramFixedWidth(){
         //Bins: [-inf, 0.2), [0.2, 0.4), [0.4, 0.6), [0.6, 0.8), [0.8, inf]
         INDArray in = Nd4j.createFromArray(0.0, 0.1, 0.1, 0.3, 0.5, 0.5, 0.9);
@@ -1866,9 +1819,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertEquals(exp, out);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDynamicPartition(){
         INDArray data = Nd4j.createFromArray(2, 1, 2, 0);
         INDArray partitions = Nd4j.createFromArray(0, 2, 1, 0);
@@ -1886,9 +1838,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertEquals(exp2, out[2]);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testListDiff(){
         INDArray x = Nd4j.createFromArray(0, 1, 2, 3);
         INDArray y = Nd4j.createFromArray(3, 1);
@@ -1907,9 +1858,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertEquals(exp, outIdx);      //Indices of the values in x not in y
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDivideNoNan(Nd4jBackend backend) {
         OpValidationSuite.ignoreFailing();  //TODO: implement DivideNoNan.doDiff()
 
@@ -1933,9 +1883,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDigamma(Nd4jBackend backend) {
 
         INDArray in1 = Nd4j.linspace(1, 12, 12).reshape(3, 4);
@@ -1950,9 +1899,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testFlatten(Nd4jBackend backend) {
 
         SameDiff sameDiff = SameDiff.create();
@@ -1974,9 +1922,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testFusedBatchNorm(Nd4jBackend backend) {
         OpValidationSuite.ignoreFailing();
         SameDiff sameDiff = SameDiff.create();
@@ -2021,9 +1968,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testIgamma(Nd4jBackend backend) {
 
         INDArray in1 = Nd4j.linspace(1, 12, 12).reshape(3, 4);
@@ -2039,9 +1985,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testIgammaC(Nd4jBackend backend) {
 
         INDArray in1 = Nd4j.linspace(1, 12, 12).reshape(3, 4);
@@ -2058,9 +2003,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testLgamma(Nd4jBackend backend) {
 
         SameDiff sameDiff = SameDiff.create();
@@ -2085,9 +2029,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testLu(Nd4jBackend backend) {
 
         SameDiff sameDiff = SameDiff.create();
@@ -2118,9 +2061,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMatrixBandPart(Nd4jBackend backend) {
         OpValidationSuite.ignoreFailing();
         SameDiff sameDiff = SameDiff.create();
@@ -2150,9 +2092,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testPolygamma(Nd4jBackend backend) {
 
         INDArray in1 = Nd4j.linspace(1, 12, 12).reshape(3, 4);
@@ -2168,9 +2109,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTriangularSolve(Nd4jBackend backend) {
 
         INDArray a = Nd4j.createFromArray(new float[]{
@@ -2194,9 +2134,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBiasAdd(Nd4jBackend backend) {
 
         SameDiff sameDiff = SameDiff.create();
@@ -2225,9 +2164,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBiasAddGrad(Nd4jBackend backend) {
 
         SameDiff sameDiff = SameDiff.create();
@@ -2247,9 +2185,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRoll(Nd4jBackend backend) {
 
         INDArray x = Nd4j.createFromArray(new double[]{    11.11, 11.12, 11.21, 11.22, 11.31, 11.32, 11.41, 11.42,     12.11, 12.12, 12.21, 12.22, 12.31, 12.32, 12.41, 12.42,
@@ -2269,9 +2206,8 @@ public class MiscOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSeqMask(){
         INDArray arr = Nd4j.createFromArray(1,2,3);
         INDArray maxLen = Nd4j.scalar(4);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/RandomOpValidation.java

@@ -54,9 +54,8 @@ import static org.junit.jupiter.api.Assertions.*;
 public class RandomOpValidation extends BaseOpValidation {
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRandomOpsSDVarShape(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
         List<String> failed = new ArrayList<>();
@@ -157,9 +156,8 @@ public class RandomOpValidation extends BaseOpValidation {
         assertEquals(0, failed.size(),failed.toString());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRandomOpsLongShape(Nd4jBackend backend) {
         List<String> failed = new ArrayList<>();
 
@@ -285,9 +283,8 @@ public class RandomOpValidation extends BaseOpValidation {
         assertEquals(0, failed.size(),failed.toString());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRandomBinomial(){
 
         INDArray z = Nd4j.create(new long[]{10});
@@ -297,9 +294,8 @@ public class RandomOpValidation extends BaseOpValidation {
         System.out.println(z);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testUniformRankSimple(Nd4jBackend backend) {
 
         INDArray arr = Nd4j.createFromArray(new double[]{100.0});
@@ -331,9 +327,8 @@ public class RandomOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRandomExponential(Nd4jBackend backend) {
         long length = 1_000_000;
         INDArray shape = Nd4j.createFromArray(new double[]{length});
@@ -355,9 +350,8 @@ public class RandomOpValidation extends BaseOpValidation {
         assertEquals( expStd, std, 0.1,"std");
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRange(){
         //Technically deterministic, not random...
 
@@ -390,9 +384,8 @@ public class RandomOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAllEmptyReduce(){
         INDArray x = Nd4j.createFromArray(true, true, true);
         All all = new All(x);
@@ -401,9 +394,8 @@ public class RandomOpValidation extends BaseOpValidation {
         assertEquals(x, out);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testUniformDtype(){
         Nd4j.getRandom().setSeed(12345);
         for(DataType t : new DataType[]{DataType.FLOAT, DataType.DOUBLE, }){
@@ -431,9 +423,8 @@ public class RandomOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRandomExponential2(){
         Nd4j.getRandom().setSeed(12345);
         DynamicCustomOp op = DynamicCustomOp.builder("random_exponential")

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/ReductionBpOpValidation.java

@@ -75,9 +75,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReduceSumBP(Nd4jBackend backend) {
         //Full array reduction
 
@@ -103,9 +102,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReduceSumAlongDim0BP(Nd4jBackend backend) {
         //Reduction along dimension
         //Inputs/outputs as before - but note that the output is no longer a scalar
@@ -131,9 +129,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReduceSumAlongDim1BP(Nd4jBackend backend) {
         //Reduction along dimension
         //Inputs/outputs as before - but note that the output is no longer a scalar
@@ -161,9 +158,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMeanBP(Nd4jBackend backend) {
 
         //dL/dIn_i = dL/dOut * dOut/dIn_i = dL/dOut * (1/N * sum_j (in_j))
@@ -194,9 +190,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMeanBP_Rank1(Nd4jBackend backend) {
         INDArray dLdOut = Nd4j.scalar(0.5);
         INDArray preReduceInput = Nd4j.create(new double[]{2, 3, 4}, new long[]{3});
@@ -209,9 +204,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMeanAlongDim0BP(Nd4jBackend backend) {
         //Reduction along dimension
         //Inputs/outputs as before - but note that the output is no longer a scalar
@@ -239,9 +233,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMeanAlongDim1BP(Nd4jBackend backend) {
         //Reduction along dimension
         //Inputs/outputs as before - but note that the output is no longer a scalar
@@ -269,9 +262,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMinBP(Nd4jBackend backend) {
         //Full array min reduction
 
@@ -310,9 +302,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMinAlongDimensionBP(Nd4jBackend backend) {
         //Full array min reduction
 
@@ -355,9 +346,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMaxBP(Nd4jBackend backend) {
         //Full array max reduction
 
@@ -387,9 +377,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMaxAlongDimensionBP(Nd4jBackend backend) {
         //Full array min reduction
 
@@ -432,9 +421,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testProdBP(Nd4jBackend backend) {
         //Full array product reduction
 
@@ -463,9 +451,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testProdAlongDimensionBP(Nd4jBackend backend) {
         //dL/dIn_i  = dL/dOut * dOut/dIn_i
         //          = dL/dOut * d(prod(in))/dIn_i
@@ -521,9 +508,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStdevBP(Nd4jBackend backend) {
         //If out = stdev(in) then:
         //dL/dIn = dL/dOut * dOut/dIn
@@ -559,9 +545,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStdevBP_Rank1(Nd4jBackend backend) {
         INDArray dLdOut = Nd4j.scalar(0.5);
         INDArray preReduceInput = Nd4j.create(new double[]{2, 3, 4}, new long[]{3});
@@ -582,9 +567,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStdevAlongDimensionBP(Nd4jBackend backend) {
         //If out = stdev(in) then:
         //dL/dIn = dL/dOut * dOut/dIn
@@ -629,9 +613,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testVarianceBP(Nd4jBackend backend) {
         //If out = variance(in) then:
         //dL/dIn = dL/dOut * dOut/dIn
@@ -667,9 +650,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testVarianceAlongDimensionBP(Nd4jBackend backend) {
         //If out = variance(in) then:
         //dL/dIn = dL/dOut * dOut/dIn
@@ -711,9 +693,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testCumSumBP(Nd4jBackend backend) {
         //Standard case, non-reverse, non-exclusive
         //dL/dIn_i  = sum_j dL/dOut_j * dOut_j/dIn_i
@@ -783,9 +764,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNorm2Bp(Nd4jBackend backend) {
         //dL/dIn = dL/dOut * dOut/dIn
         //       = dL/dOut * x/|x|_2
@@ -812,9 +792,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNorm2AlongDimensionBP(Nd4jBackend backend) {
         //dL/dIn = dL/dOut * dOut/dIn
         //       = dL/dOut * x/|x|_2
@@ -847,9 +826,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNorm1Bp(Nd4jBackend backend) {
         //dL/dIn = dL/dOut * dOut/dIn
         //       = dL/dOut * sgn(in)
@@ -876,9 +854,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNorm1AlongDimensionBP(Nd4jBackend backend) {
         //dL/dIn = dL/dOut * dOut/dIn
         //       = dL/dOut * sgn(in)
@@ -910,9 +887,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNormMaxBp(Nd4jBackend backend) {
         //out = max_i (|in_i|)
         //dL/dIn = dL/dOut * dOut/dIn
@@ -942,9 +918,8 @@ public class ReductionBpOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNormMaxAlongDimensionBP(Nd4jBackend backend) {
         //out = max_i (|in_i|)
         //dL/dIn = dL/dOut * dOut/dIn

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/ReductionOpValidation.java

@@ -80,9 +80,8 @@ import static org.junit.jupiter.api.Assertions.*;
 
 public class ReductionOpValidation extends BaseOpValidation {
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStdev(Nd4jBackend backend) {
         List<String> errors = new ArrayList<>();
 
@@ -108,9 +107,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         assertEquals(0, errors.size(),errors.toString());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testZeroCount(Nd4jBackend backend) {
         List<String> allFailed = new ArrayList<>();
         for (int i = 0; i < 21; i++) {
@@ -144,9 +142,8 @@ public class ReductionOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testZeroFraction(Nd4jBackend backend) {
         List<String> allFailed = new ArrayList<>();
         for (int i = 0; i < 2; i++) {
@@ -176,9 +173,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         assertEquals(0, allFailed.size(),allFailed.toString());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReductionGradientsSimple(Nd4jBackend backend) {
         //OpValidationSuite.ignoreFailing();  //TODO TEMPORARY DUE TO CRASHES
         //Test reductions: final and only function
@@ -347,9 +343,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         assertEquals(0, failed.size(),failed.toString());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReductionGradients1(Nd4jBackend backend) {
         //Test reductions: final, but *not* the only function
         Nd4j.getRandom().setSeed(12345);
@@ -477,9 +472,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         return Long.MAX_VALUE;
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReductionGradients2(Nd4jBackend backend) {
         //Test reductions: NON-final function
         Nd4j.getRandom().setSeed(12345);
@@ -657,9 +651,8 @@ public class ReductionOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReduce3(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
 
@@ -764,9 +757,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         assertEquals(0, failed.size(),"Failed: " + failed);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMoments(Nd4jBackend backend) {
         for (int[] axes : new int[][]{{0}, {1}, {0, 1}}) {
             INDArray input = Nd4j.linspace(1, 12, 12).reshape(3, 4);
@@ -798,9 +790,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMomentsOp(Nd4jBackend backend) {
         int[] axes = new int[]{0};
         INDArray input = Nd4j.linspace(1, 12, 12).reshape(3, 4);
@@ -817,9 +808,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNormalizeMomentsOp(Nd4jBackend backend) {
         INDArray data = Nd4j.linspace(1, 100, 100, DataType.DOUBLE).reshape(10, 10);
         INDArray ssSum = data.sum(0);
@@ -839,9 +829,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAllAny(Nd4jBackend backend) {
 
         INDArray allZeros = Nd4j.zeros(DataType.FLOAT, 3, 4);
@@ -869,9 +858,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testIndexAccum(Nd4jBackend backend) {
         List<String> failed = new ArrayList<>();
         List<int[]> dims = Arrays.asList(new int[]{0}, new int[]{1}, new int[]{0, 1} /*, new int[0]*/);
@@ -960,9 +948,8 @@ public class ReductionOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReduce3_2(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
 
@@ -1060,9 +1047,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReductionsBackwards(Nd4jBackend backend) {
 //        for (int i = 0; i < 7; i++) {
         int i=5;
@@ -1131,9 +1117,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDotProductAttention(){
         final INDArray keys = Nd4j.rand(new int[]{10, 4, 3});
         final INDArray values = Nd4j.rand(new int[]{10, 4, 3});
@@ -1158,9 +1143,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDotProductAttentionWithMask(){
         final INDArray keys = Nd4j.rand(new int[]{10, 4, 3});
         final INDArray values = Nd4j.rand(new int[]{10, 4, 3});
@@ -1190,9 +1174,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDotProductAttentionMultiHeadInputWithMask(){
         final INDArray keys = Nd4j.rand(new int[]{2, 5, 4, 3});
         final INDArray values = Nd4j.rand(new int[]{2, 5, 4, 3});
@@ -1223,9 +1206,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDotProductAttentionMultiHeadInput(){
         final INDArray keys = Nd4j.rand(new int[]{2, 5, 4, 3});
         final INDArray values = Nd4j.rand(new int[]{2, 5, 4, 3});
@@ -1252,9 +1234,8 @@ public class ReductionOpValidation extends BaseOpValidation {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMultiHeadedDotProductAttention(){
         final INDArray k = Nd4j.rand(new int[]{10, 4, 5});
         final INDArray v = Nd4j.rand(new int[]{10, 4, 5});
@@ -1305,9 +1286,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDotProductAttentionWeirdInputs(){
         final INDArray keys = Nd4j.rand(new int[]{10, 4, 3});
         final INDArray values = Nd4j.rand(new int[]{10, 4, 3});
@@ -1344,9 +1324,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMultiHeadedDotProductAttentionWeirdInputs(){
         final INDArray k = Nd4j.rand(new int[]{10, 4, 5});
         final INDArray v = Nd4j.rand(new int[]{10, 4, 5});
@@ -1403,9 +1382,8 @@ public class ReductionOpValidation extends BaseOpValidation {
             }
         }
     }
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSufficientStatisticsOp(Nd4jBackend backend) {
         INDArray data = Nd4j.createFromArray(new double[]{
                 5.5, 0.,  0.3, 5.5,1.5, 0.,  1.3, 6.5,8.6, 0.,   0., 0.4,2.5, 1.,  0.3, 4.5,1.5, 1.,
@@ -1431,9 +1409,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStandardDeviation(Nd4jBackend backend) {
 
         for (boolean keepDims : new boolean[]{false, true}) {
@@ -1460,9 +1437,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSquaredNorm(Nd4jBackend backend) {
 
         for (boolean keepDims : new boolean[]{false, true}) {
@@ -1485,9 +1461,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testShannonEntropy(Nd4jBackend backend) {
         OpValidationSuite.ignoreFailing();  //AB 2020/02/11 https://github.com/eclipse/deeplearning4j/issues/8695
 
@@ -1507,9 +1482,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEntropy(Nd4jBackend backend) {
 
         SameDiff sameDiff = SameDiff.create();
@@ -1528,9 +1502,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAMean(Nd4jBackend backend) {
 
         SameDiff sameDiff = SameDiff.create();
@@ -1551,9 +1524,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMean(Nd4jBackend backend) {
 
         SameDiff sameDiff = SameDiff.create();
@@ -1574,9 +1546,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNorm1(Nd4jBackend backend) {
 
         SameDiff sameDiff = SameDiff.create();
@@ -1597,9 +1568,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNorm2(Nd4jBackend backend) {
 
         SameDiff sameDiff = SameDiff.create();
@@ -1620,9 +1590,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNormMax(Nd4jBackend backend) {
 
         SameDiff sameDiff = SameDiff.create();
@@ -1643,9 +1612,8 @@ public class ReductionOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSoftmaxCrossEntropyWithLogitsLoss(Nd4jBackend backend) {
         OpValidationSuite.ignoreFailing();
 

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/RnnOpValidation.java

@@ -46,9 +46,8 @@ import static org.junit.jupiter.api.Assertions.assertEquals;
 @Slf4j
 public class RnnOpValidation extends BaseOpValidation {
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRnnBlockCell(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
         int mb = 2;
@@ -147,9 +146,8 @@ public class RnnOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRnnBlockCellManualTFCompare(Nd4jBackend backend) {
         //Test case: "rnn/lstmblockcell/static_batch1_n3-2_tsLength1_noPH_noClip_fBias1_noIS"
 
@@ -211,9 +209,8 @@ public class RnnOpValidation extends BaseOpValidation {
         assertEquals(out6, m.get(toExec.get(6)));       //Output
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGRUCell(){
         Nd4j.getRandom().setSeed(12345);
         int mb = 2;

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/ShapeOpValidation.java

@@ -81,9 +81,8 @@ public class ShapeOpValidation extends BaseOpValidation {
     doRepeat
      */
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testConcat(Nd4jBackend backend) {
 //        int[] concatDim = new int[]{0,0,0,1,1,1,2,2,2};
         int[] concatDim = new int[]{0, 0, 0};
@@ -123,9 +122,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals( 0, failed.size(),failed.toString());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReshapeGradient(Nd4jBackend backend) {
         //https://github.com/deeplearning4j/deeplearning4j/issues/6873
 
@@ -161,9 +159,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals(0, failed.size(),failed.toString());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testPermuteGradient(Nd4jBackend backend) {
         int[] origShape = new int[]{3, 4, 5};
 
@@ -201,9 +198,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals(0, failed.size(),failed.toString());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRank(){
 
         List<long[]> inShape = Arrays.asList(null, new long[]{1}, new long[]{6}, new long[]{3,4}, new long[]{3,4,5});
@@ -230,9 +226,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testExpandDimsGradient(Nd4jBackend backend) {
         val origShape = new long[]{3, 4};
 
@@ -288,9 +283,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals(0, failed.size(),failed.toString());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSqueezeGradient(Nd4jBackend backend) {
         val origShape = new long[]{3, 4, 5};
 
@@ -354,9 +348,8 @@ public class ShapeOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSliceGradient(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
 
@@ -446,9 +439,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStridedSliceGradient(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
 
@@ -511,9 +503,8 @@ public class ShapeOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMerge(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
 
@@ -680,9 +671,8 @@ public class ShapeOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testUnStack(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
 
@@ -770,9 +760,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals( 0, failed.size(),failed.toString());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTile(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
 
@@ -844,9 +833,8 @@ public class ShapeOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTileBp(){
         Nd4j.getRandom().setSeed(12345);
 
@@ -879,9 +867,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTileBp2(){
         Nd4j.getRandom().setSeed(12345);
 
@@ -915,9 +902,8 @@ public class ShapeOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReshape(Nd4jBackend backend) {
         SameDiff sameDiff = SameDiff.create();
         INDArray arr = Transforms.sigmoid(Nd4j.linspace(-5, 6, 12)).reshape(3, 4);
@@ -933,9 +919,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReshape2(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
         int[] origShape = new int[]{3, 4, 5};
@@ -958,9 +943,8 @@ public class ShapeOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTranspose(Nd4jBackend backend) {
         SameDiff sameDiff = SameDiff.create();
         INDArray arr = Transforms.sigmoid(Nd4j.linspace(1, 4, 4)).reshape(1,4);
@@ -972,9 +956,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTransposeOp(){
 
         INDArray arr = Nd4j.linspace(1,15, 15).reshape(5,3);
@@ -987,9 +970,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testShape(Nd4jBackend backend) {
         SameDiff sameDiff = SameDiff.create();
         val shape = new long[]{2, 3};
@@ -1004,9 +986,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSize(Nd4jBackend backend) {
         SameDiff sameDiff = SameDiff.create();
         val shape = new long[]{2, 3};
@@ -1020,9 +1001,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDiagShapeFn(Nd4jBackend backend) {
         INDArray i = Nd4j.linspace(1, 16, 16).reshape(4,4);
 
@@ -1036,9 +1016,8 @@ public class ShapeOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testPermute(){
         INDArray in = Nd4j.linspace(1, 60, 60).reshape(3,4,5);
         INDArray exp = in.permute(0,1,2);   //No op
@@ -1052,9 +1031,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertNull(OpValidation.validate(op));
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testPermute2(){
         for (int[] perm : new int[][]{{0, 1, 2}, {0, 2, 1}, {1, 0, 2}, {1, 2, 0}, {2, 0, 1}, {2, 1, 0}}) {
             INDArray in = Nd4j.linspace(1, 60, 60).reshape(3,4,5);
@@ -1074,9 +1052,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testConstant(){
         //OpValidationSuite.ignoreFailing();
 
@@ -1103,9 +1080,8 @@ public class ShapeOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testUnstackEdgeCase2(){
         for( int i=0; i<3; i++ ) {
 
@@ -1119,9 +1095,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void invertPermutation(Nd4jBackend backend) {
         SameDiff sd = SameDiff.create();
 
@@ -1138,9 +1113,8 @@ public class ShapeOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGatherNd(){
 
         List<INDArray> indices = new ArrayList<>();
@@ -1178,9 +1152,8 @@ public class ShapeOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReverseSequence(Nd4jBackend backend) {
         SameDiff sameDiff = SameDiff.create();
         float[] input_data = new float[]{
@@ -1226,9 +1199,8 @@ public class ShapeOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMatrixDeterminant(){
         OpValidationSuite.ignoreFailing();  //Gradient check failing
 
@@ -1249,9 +1221,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDeterminant22(){
         OpValidationSuite.ignoreFailing();  //Gradient check failing
 
@@ -1275,9 +1246,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMatrixDeterminant3(){
         OpValidationSuite.ignoreFailing();  //Gradient checks failing
         Nd4j.getRandom().setSeed(12345);
@@ -1308,9 +1278,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMatrixDeterminant4(){
         OpValidationSuite.ignoreFailing();  //Gradient checks failing
         Nd4j.getRandom().setSeed(12345);
@@ -1330,9 +1299,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSegmentOps(){
         OpValidationSuite.ignoreFailing();
         //https://github.com/deeplearning4j/deeplearning4j/issues/6952
@@ -1424,9 +1392,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals(0, failed.size(),failed.toString());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSegmentMean(){
         INDArray x = Nd4j.linspace(DataType.FLOAT, 1, 18, 1).reshape(6, 3);
         INDArray segmentIds = Nd4j.createFromArray(0, 0, 1, 1, 2, 2);
@@ -1446,9 +1413,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals(exp, out);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSequenceMask(Nd4jBackend backend) {
         SameDiff sameDiff = SameDiff.create();
         INDArray arr = Nd4j.createFromArray(new int[] {1, 3, 2});
@@ -1482,9 +1448,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals(expected, result2.eval());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMeshGrid(){
         List<String> failed = new ArrayList<>();
 
@@ -1540,9 +1505,8 @@ public class ShapeOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGather(){
         List<INDArray> inArrs = new ArrayList<>();
         List<Integer> axis = new ArrayList<>();
@@ -1611,9 +1575,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGatherSimple(Nd4jBackend backend) {
         SameDiff sameDiff = SameDiff.create();
         INDArray arr = Nd4j.create(new float[]{1, 2, 3, 4}, new long[]{2, 2});
@@ -1623,9 +1586,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals(expected, result.eval());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGatherNdSingle(Nd4jBackend backend) {
         SameDiff sameDiff = SameDiff.create();
         INDArray arr1 = Transforms.sigmoid(Nd4j.linspace(DataType.DOUBLE, 1, 24, 24)).reshape(2, 3, 4);
@@ -1644,9 +1606,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals(expected, result.eval());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStack2(Nd4jBackend backend) {
         SameDiff sameDiff = SameDiff.create();
         INDArray arr1 = Transforms.sigmoid(Nd4j.linspace(1, 6, 6)).reshape(3, 2);
@@ -1657,9 +1618,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertArrayEquals(new long[]{3, 2, 2}, result.eval().shape());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testParallelStack(Nd4jBackend backend) {
         SameDiff sameDiff = SameDiff.create();
         INDArray arr1 = Transforms.sigmoid(Nd4j.linspace(1, 6, 6)).reshape(3, 2);
@@ -1671,9 +1631,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals(Nd4j.concat(0, arr1, arr2).reshape(2, 3, 2), result.eval());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testUnStack2(Nd4jBackend backend) {
         SameDiff sameDiff = SameDiff.create();
         INDArray arr1 = Nd4j.zeros(3, 2);
@@ -1686,9 +1645,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals(arr2, result[1].eval());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testPermuteSimple(Nd4jBackend backend) {
         SameDiff sameDiff = SameDiff.create();
         INDArray arr = Transforms.sigmoid(Nd4j.linspace(1, 6, 6).reshape(2, 3));
@@ -1699,9 +1657,8 @@ public class ShapeOpValidation extends BaseOpValidation {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testConcat2(Nd4jBackend backend) {
         SameDiff sameDiff = SameDiff.create();
         INDArray arr1 = Transforms.sigmoid(Nd4j.linspace(1, 4, 4)).reshape(1,4);
@@ -1712,9 +1669,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertArrayEquals(new long[]{2, 4}, result.eval().shape());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTile2(Nd4jBackend backend) {
         SameDiff sameDiff = SameDiff.create();
         INDArray arr = Transforms.sigmoid(Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(1,4));
@@ -1727,9 +1683,8 @@ public class ShapeOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSlice2d(Nd4jBackend backend) {
         INDArray inArr = Nd4j.linspace(1, 12, 12).reshape('c', 3, 4);
 
@@ -1745,9 +1700,8 @@ public class ShapeOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSlice3d(Nd4jBackend backend) {
         INDArray inArr = Nd4j.linspace(1, 60, 60).reshape('c', 3, 4, 5);
 
@@ -1762,9 +1716,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals(inArr.get(interval(1, 3), interval(2, 4), interval(3, 4)), m.get(subPart.name()));
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStridedSlice2dBasic(Nd4jBackend backend) {
         INDArray inArr = Nd4j.linspace(1, 12, 12).reshape('c', 3, 4);
 
@@ -1782,9 +1735,8 @@ public class ShapeOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStridedSliceBeginEndMask(Nd4jBackend backend) {
         INDArray inArr = Nd4j.linspace(1, 12, 12).reshape('c', 3, 4);
 
@@ -1799,9 +1751,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals(inArr.get(NDArrayIndex.interval(1, 3), NDArrayIndex.all()), slice2.getArr());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStridedSliceEllipsisMask(Nd4jBackend backend) {
         INDArray inArr = Nd4j.linspace(1, 60, 60).reshape('c', 3, 4, 5);
         SameDiff sd = SameDiff.create();
@@ -1818,9 +1769,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals(inArr.get(interval(1, 3), all(), all()), slice2.getArr());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStridedSliceNewAxisMask(Nd4jBackend backend) {
         INDArray inArr = Nd4j.linspace(1, 60, 60).reshape('c', 3, 4, 5);
         SameDiff sd = SameDiff.create();
@@ -1833,9 +1783,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals(inArr, out.get(point(0), all(), all(), all()));
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStridedSliceNewAxisMask2(Nd4jBackend backend) {
         INDArray inArr = Nd4j.linspace(1, 60, 60).reshape('c', 3, 4, 5);
         SameDiff sd = SameDiff.create();
@@ -1846,9 +1795,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertArrayEquals(new long[]{2, 2, 1, 3}, slice.getArr().shape());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStridedSliceShrinkAxisMask(Nd4jBackend backend) {
 
         INDArray inArr = Nd4j.linspace(1, 60, 60).reshape('c', 3, 4, 5);
@@ -1865,9 +1813,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals(inArr.get(point(1), point(2), interval(1, 5)).reshape(4), slice3.getArr());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSizeAt_1(Nd4jBackend backend) {
         val array = Nd4j.create(10, 20, 30);
         val exp = Nd4j.scalar(DataType.LONG, 20);
@@ -1881,9 +1828,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals(exp, output);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEye(){
         int[] rows = new int[]{3,3,3,3};
         int[] cols = new int[]{3,2,2,2};
@@ -1921,9 +1867,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSplit1(){
         INDArray in = Nd4j.linspace(1,10,10).reshape(10);
         INDArray axis = Nd4j.scalar(-1);
@@ -1941,9 +1886,8 @@ public class ShapeOpValidation extends BaseOpValidation {
                 .build()).expectedOutput(0, exp1).expectedOutput(1,exp2)));
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSplit2(){
         INDArray in = Nd4j.linspace(1,24,24).reshape(3,8);
         INDArray axis = Nd4j.scalar(-1);
@@ -1961,9 +1905,8 @@ public class ShapeOpValidation extends BaseOpValidation {
                 .build()).expectedOutput(0, exp1).expectedOutput(1,exp2)));
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDistancesExec(){
         //https://github.com/deeplearning4j/deeplearning4j/issues/7001
         for(String s : new String[]{"euclidean", "manhattan", "cosinesim", "cosinedist", "jaccard"}) {
@@ -2018,9 +1961,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReductionShape(){
 
         INDArray shape = Nd4j.createFromArray(4,2);
@@ -2038,9 +1980,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertArrayEquals(exp, s);  //Fails - actual shape [1]
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void gatherTest(){
         INDArray in = Nd4j.createFromArray(new double[][]{
                 {1,2,3,4,5},
@@ -2059,9 +2000,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertArrayEquals(expShape, shape);     //Fails: actual shape: [5]
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSliceShape(){
 
         INDArray arr = Nd4j.arange(0, 25).reshape(1,5,5).castTo(DataType.INT);
@@ -2082,9 +2022,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertArrayEquals(shapeExp, shape);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testWhereAllFalse(){
         INDArray in = Nd4j.create(DataType.BOOL, 1917);
         DynamicCustomOp op = DynamicCustomOp.builder("Where")
@@ -2098,9 +2037,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertTrue(isEmpty);    //Not empty, but should be
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGatherScalar(){
         INDArray in = Nd4j.linspace(100, 200, 100, DataType.FLOAT).reshape(100);
         INDArray indices = Nd4j.scalar(0);
@@ -2124,9 +2062,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals(exp, arr);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testCastEmpty(){
         INDArray emptyLong = Nd4j.empty(DataType.LONG);
         int dtype = 9;  //INT = 9 - https://github.com/eclipse/deeplearning4j/blob/master/libnd4j/include/array/DataType.h
@@ -2142,9 +2079,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertTrue(isEmpty);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGatherEmpty(){
         /*
         tf.reset_default_graph()
@@ -2176,9 +2112,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertTrue(isEmpty);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSplitEmpty(){
         /*
         tf.reset_default_graph()
@@ -2215,9 +2150,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         Nd4j.exec(op);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testConcatEmpty(){
         /*
         TF behaviour with concatenatioun of empty arrays:
@@ -2266,9 +2200,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         Nd4j.exec(op);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testConcatEmpty2(){
         INDArray empty10a = Nd4j.create(DataType.INT, 1, 0);
         INDArray empty10b = Nd4j.create(DataType.INT, 1, 0);
@@ -2300,9 +2233,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         Nd4j.exec(op);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEmptyGather(){
         /*
         tf.reset_default_graph()
@@ -2334,9 +2266,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         op.addOutputArgument(out);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBroadcastDynamicShape1(){
 
         //Test case: [2,1] and [4]: expect [2,4]
@@ -2357,9 +2288,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals(Nd4j.createFromArray(new int[]{2,4}), out);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBroadcastDynamicShape2(){
 
         //Test case: [2,1,4] and [2,2,4]: expect [2,2,4]
@@ -2381,9 +2311,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals(Nd4j.createFromArray(new int[]{2,4,3}), out);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStridedSliceShrinkAxis(){
         INDArray in = Nd4j.create(DataType.DOUBLE, 3,2,2);
         INDArray begin = Nd4j.createFromArray(2);
@@ -2408,9 +2337,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertArrayEquals(exp, shape);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStridedSliceEmpty(){
 
         INDArray in = Nd4j.createFromArray(10); //Integer, Length 1, rank 1, value 10   - Not used due to begin mask!
@@ -2432,9 +2360,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertTrue(isEmpty);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStridedSliceEdgeCase(){
         INDArray in = Nd4j.scalar(10).reshape(1);   //Int [1]
         INDArray begin = Nd4j.ones(DataType.INT, 1);
@@ -2459,9 +2386,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         Nd4j.exec(op);  //Execution is OK
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEmptySlice1(){
         INDArray in = Nd4j.createFromArray(38);
         INDArray begin = Nd4j.createFromArray(1);
@@ -2480,9 +2406,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         Nd4j.exec(op);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEmptySlice2(){
         INDArray in = Nd4j.createFromArray(38);
         INDArray begin = Nd4j.createFromArray(0);
@@ -2501,9 +2426,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         Nd4j.exec(op);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testFill(){
 
         INDArray shape = Nd4j.createFromArray(0,4);
@@ -2522,9 +2446,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         Nd4j.exec(op);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testFill2(){
 
         INDArray shape = Nd4j.createFromArray(0,4);
@@ -2541,9 +2464,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         Nd4j.exec(op);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testPermuteShapeDynamicAxis(){
 
         DynamicCustomOp op = DynamicCustomOp.builder("permute")
@@ -2572,9 +2494,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertArrayEquals(new long[]{4, 5, 3}, l.get(0).getShape());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGather2(){
         SameDiff sd = SameDiff.create();
         SDVariable input = sd.var("in", Nd4j.arange(6).castTo(DataType.FLOAT).reshape(2,3));
@@ -2593,9 +2514,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testPermute3(){
         INDArray in = Nd4j.linspace(DataType.FLOAT, 1, 6, 1).reshape(3,2);
         INDArray permute = Nd4j.createFromArray(1,0);
@@ -2613,9 +2533,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertEquals(exp, outArr);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testPermute4(){
         INDArray in = Nd4j.linspace(DataType.FLOAT, 1, 6, 1).reshape(3,2);
         INDArray permute = Nd4j.createFromArray(1,0);
@@ -2645,18 +2564,16 @@ public class ShapeOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testInvertPermutation(){
         DynamicCustomOp op = DynamicCustomOp.builder("invert_permutation")
                 .addInputs(Nd4j.createFromArray(1, 0))
                 .build();
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBroadcastInt1(Nd4jBackend backend) {
 
         INDArray out = Nd4j.create(DataType.INT, 1);
@@ -2669,9 +2586,8 @@ public class ShapeOpValidation extends BaseOpValidation {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBroadcastInt2(){
         INDArray out = Nd4j.create(DataType.INT, 2);
         DynamicCustomOp op = DynamicCustomOp.builder("broadcast_dynamic_shape")
@@ -2710,9 +2626,8 @@ public class ShapeOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMergeMaxIndex(Nd4jBackend backend) {
 
         Nd4j.getRandom().setSeed(12345);
@@ -2729,9 +2644,8 @@ public class ShapeOpValidation extends BaseOpValidation {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTriOp(Nd4jBackend backend) {
 
         SameDiff sd = SameDiff.create();
@@ -2743,9 +2657,8 @@ public class ShapeOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTriuOp(Nd4jBackend backend) {
 
         SameDiff sd = SameDiff.create();

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/opvalidation/TransformOpValidation.java

@@ -118,9 +118,8 @@ public class TransformOpValidation extends BaseOpValidation {
         NativeOpsHolder.getInstance().getDeviceNativeOps().enableVerboseMode(false);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testScalarOps(Nd4jBackend backend) {
         int d0 = 2;
         int d1 = 3;
@@ -217,9 +216,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertEquals(0, failed.size(),failed.toString());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testScalarMulCF(Nd4jBackend backend) {
 
         INDArray in = Nd4j.linspace(1, 12, 12, DataType.DOUBLE).reshape('c', 3, 4);
@@ -233,9 +231,8 @@ public class TransformOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testScalarMulCF2(Nd4jBackend backend) {
 
         INDArray in = Nd4j.linspace(1, 12, 12, DataType.DOUBLE).reshape('c', 3, 4);
@@ -246,9 +243,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertEquals(outC, outF);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testCross(Nd4jBackend backend) {
         INDArray a = Nd4j.create(new double[]{4, 2, 1}, new int[]{1, 3});
         INDArray b = Nd4j.create(new double[]{1, 3, 4}, new int[]{1, 3});
@@ -276,9 +272,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertNull(err, err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSpaceToDepth(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(1337);
 
@@ -306,9 +301,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDepthToSpace(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(1337);
 
@@ -335,9 +329,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertNull(err, err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBatchToSpace(Nd4jBackend backend) {
         //OpValidationSuite.ignoreFailing();          //TODO: https://github.com/eclipse/deeplearning4j/issues/6863
         Nd4j.getRandom().setSeed(1337);
@@ -374,9 +367,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertNull(err, err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSpaceToBatch(Nd4jBackend backend) {
         //OpValidationSuite.ignoreFailing();          //TODO: https://github.com/eclipse/deeplearning4j/issues/6863
 
@@ -414,9 +406,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertNull(err, err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDynamicPartition(Nd4jBackend backend) {
         SameDiff sd = SameDiff.create();
 
@@ -456,9 +447,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDynamicPartition2(Nd4jBackend backend) {
         INDArray data = Nd4j.createFromArray(2, 1, 2, 0);
         INDArray partitions = Nd4j.createFromArray(0, 2, 1, 0);
@@ -476,9 +466,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertEquals(exp2, out[2]);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDynamicStitch(Nd4jBackend backend) {
         SameDiff sd = SameDiff.create();
 
@@ -515,9 +504,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDiag(Nd4jBackend backend) {
         SameDiff sd = SameDiff.create();
 
@@ -543,9 +531,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDiagPart(Nd4jBackend backend) {
         SameDiff sd = SameDiff.create();
 
@@ -564,9 +551,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEye(Nd4jBackend backend) {
         int[] rows = new int[]{3, 3, 3, 3};
         int[] cols = new int[]{3, 2, 2, 2};
@@ -600,9 +586,8 @@ public class TransformOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEyeShape(Nd4jBackend backend) {
         DynamicCustomOp dco = DynamicCustomOp.builder("eye")
                 .addIntegerArguments(3, 3)
@@ -614,9 +599,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertArrayEquals(new long[]{3, 3}, list.get(0).getShape());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTransforms(Nd4jBackend backend) {
         //Test transforms (non-pairwise)
         Nd4j.getRandom().setSeed(12345);
@@ -1104,9 +1088,8 @@ public class TransformOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testPairwiseTransforms(Nd4jBackend backend) {
         /*
         add, sub, mul, div, rsub, rdiv
@@ -1290,9 +1273,8 @@ public class TransformOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testIsX(Nd4jBackend backend) {
         List<String> failed = new ArrayList<>();
 
@@ -1347,9 +1329,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertEquals(0, failed.size(),failed.toString());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReplaceWhereScalar(Nd4jBackend backend) {
         for (Condition c : new Condition[]{Conditions.lessThan(0.5), Conditions.greaterThan(0.5), Conditions.equals(0.5)}) {
 
@@ -1371,9 +1352,8 @@ public class TransformOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReplaceWhereArray(Nd4jBackend backend) {
         for (Condition c : new Condition[]{Conditions.lessThan(0.5), Conditions.greaterThan(0.5), Conditions.equals(0.5)}) {
 
@@ -1396,9 +1376,8 @@ public class TransformOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testLogGrad(Nd4jBackend backend) {
         SameDiff sameDiff = SameDiff.create();
         SDVariable input = sameDiff.var("x", Nd4j.linspace(1, 4, 4, DataType.DOUBLE));
@@ -1409,9 +1388,8 @@ public class TransformOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSigmoidBackwards(Nd4jBackend backend) {
         SameDiff sameDiff = SameDiff.create();
         INDArray sumInput = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(2, 2);
@@ -1429,9 +1407,8 @@ public class TransformOpValidation extends BaseOpValidation {
     }
 
 
-/*      @Test
+/*      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testDepth(Nd4jBackend backend) {
         SameDiff sameDiff = SameDiff.create();
         SDVariable x = sameDiff.one("one",new long[]{2,2});
@@ -1440,9 +1417,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertEquals(1,sigmoid.depth());
     }*/
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRank0EdgeCase(Nd4jBackend backend) {
         SameDiff sd = SameDiff.create();
         SDVariable v1 = sd.sum(sd.var(Nd4j.create(new double[]{4, 4})));
@@ -1455,9 +1431,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertEquals(4, d1, 0);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAtan2BroadcastShape(Nd4jBackend backend) {
         INDArray arr1 = Nd4j.create(new long[]{3, 1, 4});
         INDArray arr2 = Nd4j.create(new long[]{1, 2, 4});
@@ -1472,9 +1447,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertArrayEquals(new long[]{3, 2, 4}, outShapes.get(0).getShape(),Arrays.toString(outShapes.get(0).getShape()));
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBooleanAnd(Nd4jBackend backend) {
         Nd4j.setDataType(DataType.FLOAT);
         INDArray arr1 = Nd4j.create(new long[]{3, 4});
@@ -1488,9 +1462,8 @@ public class TransformOpValidation extends BaseOpValidation {
         Nd4j.getExecutioner().exec(op);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testScatterOpsScalar(Nd4jBackend backend) {
         for (String s : new String[]{"add", "sub", "mul", "div"}) {
             INDArray ref = Nd4j.linspace(1, 30, 30, DataType.DOUBLE).reshape(10, 3);
@@ -1535,9 +1508,8 @@ public class TransformOpValidation extends BaseOpValidation {
 
 
     @Disabled("12/16/2019 https://github.com/eclipse/deeplearning4j/issues/8540")
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testPad(Nd4jBackend backend) {
         INDArray in = Nd4j.valueArrayOf(new long[]{5}, 1.0);
         INDArray pad = Nd4j.create(new double[]{1, 1}, new long[]{1, 2}).castTo(DataType.LONG);
@@ -1564,9 +1536,8 @@ public class TransformOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMirrorPad(Nd4jBackend backend) {
         INDArray in = Nd4j.linspace(1, 6, 6, DataType.DOUBLE).reshape(2, 3);
         INDArray pad = Nd4j.create(new double[][]{{1, 1}, {2, 2}}).castTo(DataType.INT);
@@ -1599,9 +1570,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertNull(err2);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMirrorPad2(Nd4jBackend backend) {
         INDArray in = Nd4j.linspace(1, 6, 6, DataType.DOUBLE).reshape(2, 3);
         INDArray pad = Nd4j.create(new double[][]{{1, 1}, {2, 2}}).castTo(DataType.INT);
@@ -1627,9 +1597,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMirrorPadSymmetric(Nd4jBackend backend) {
         INDArray in = Nd4j.linspace(1, 12, 12, DataType.DOUBLE).reshape(3, 4);
         INDArray pad = Nd4j.create(new double[][]{{1, 1}, {1, 1}}).castTo(DataType.INT);
@@ -1656,9 +1625,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testUnique(Nd4jBackend backend) {
         INDArray in = Nd4j.create(new double[]{3, 4, 3, 1, 3, 0, 2, 4, 2, 4});
 
@@ -1680,9 +1648,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTopK(Nd4jBackend backend) {
         OpValidationSuite.ignoreFailing();  //Can't assume sorted here
         INDArray in = Nd4j.create(new double[]{7, 3, 1, 2, 5, 0, 4, 6, 9, 8});
@@ -1711,9 +1678,8 @@ public class TransformOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTopK1(Nd4jBackend backend) {
         INDArray x = Nd4j.createFromArray(0.0, 0.0, 0.0, 10.0, 0.0);
         INDArray k = Nd4j.scalar(1);
@@ -1734,9 +1700,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertEquals(expIdx, outIdx);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testInTopK(Nd4jBackend backend) {
         for (int k = 4; k >= 1; k--) {
             log.info("Testing: k=" + k);
@@ -1777,9 +1742,8 @@ public class TransformOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testZeta(Nd4jBackend backend) {
         OpValidationSuite.ignoreFailing();  //https://github.com/deeplearning4j/deeplearning4j/issues/6182
         INDArray x = Nd4j.rand(3, 4).addi(1.0);
@@ -1796,9 +1760,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertNotEquals(Nd4j.create(out.shape()), out);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMaxEmptyScalar(Nd4jBackend backend) {
         INDArray empty = Nd4j.empty(DataType.FLOAT);
         INDArray scalar = Nd4j.scalar(1.0f);
@@ -1815,9 +1778,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertTrue(isEmpty);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBroadcastEmpty(Nd4jBackend backend) {
 //        Nd4j.getExecutioner().enableVerboseMode(true);
 //        Nd4j.getExecutioner().enableDebugMode(true);
@@ -1907,9 +1869,8 @@ public class TransformOpValidation extends BaseOpValidation {
         return false;
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStandardize(Nd4jBackend backend) {
         final INDArray random = Nd4j.rand(new int[]{10, 4});
 
@@ -1930,9 +1891,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertNull(err, err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStandardizeOP(Nd4jBackend backend) {
         final INDArray random = Nd4j.rand(new int[]{10, 4});
 
@@ -1947,9 +1907,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertEquals(res, output);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStandardizeNoDeviation(Nd4jBackend backend) {
         final INDArray random = Nd4j.rand(new int[]{10, 4});
         for (int i = 0; i < 4; i++) {
@@ -1975,9 +1934,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertNull(err, err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMatMulTensor(Nd4jBackend backend) {
         final INDArray a = Nd4j.rand(new int[]{1, 2, 3, 4, 5});
         final INDArray b = Nd4j.rand(new int[]{1, 2, 3, 5, 6});
@@ -1997,9 +1955,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertNull(err, err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMatMulTensorTranspose(Nd4jBackend backend) {
         for (boolean transposeA : new boolean[]{false, true}) {
             for (boolean transposeB : new boolean[]{false, true}) {
@@ -2092,9 +2049,8 @@ public class TransformOpValidation extends BaseOpValidation {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSoftmaxCF(Nd4jBackend backend) {
 
         INDArray arrC = Nd4j.rand(DataType.FLOAT, 2, 5);
@@ -2115,9 +2071,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertEquals(outCC, outFF);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testLogSumExp(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
         INDArray inputArr = Nd4j.rand(DataType.FLOAT, 1, 4);
@@ -2132,9 +2087,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertEquals(log, out);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testLogSumExp2(Nd4jBackend backend) {
 
         for (int dim = 0; dim <= 2; dim++) {
@@ -2155,9 +2109,8 @@ public class TransformOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testCRELU(Nd4jBackend backend) {
 
         Nd4j.getRandom().setSeed(12345);
@@ -2176,9 +2129,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testClipByAvgNorm(Nd4jBackend backend) {
 
         Nd4j.getRandom().setSeed(12345);
@@ -2199,9 +2151,8 @@ public class TransformOpValidation extends BaseOpValidation {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEmbeddingLookup(Nd4jBackend backend) {
 
         Nd4j.getRandom().setSeed(12345);
@@ -2214,9 +2165,8 @@ public class TransformOpValidation extends BaseOpValidation {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testImageResize(Nd4jBackend backend) {
 
         //TODO: Methods failed ResizeLanczos5, ResizeMitchelcubic, ResizeArea
@@ -2258,9 +2208,8 @@ public class TransformOpValidation extends BaseOpValidation {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMaximumBp(Nd4jBackend backend) {
 
         Nd4j.getRandom().setSeed(12345);
@@ -2277,9 +2226,8 @@ public class TransformOpValidation extends BaseOpValidation {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMergeAddBp(Nd4jBackend backend) {
 
         Nd4j.getRandom().setSeed(12345);
@@ -2296,9 +2244,8 @@ public class TransformOpValidation extends BaseOpValidation {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMergeMaxBp(Nd4jBackend backend) {
 
         Nd4j.getRandom().setSeed(12345);
@@ -2316,9 +2263,8 @@ public class TransformOpValidation extends BaseOpValidation {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMergeAvgBp(Nd4jBackend backend) {
 
         Nd4j.getRandom().setSeed(12345);
@@ -2335,9 +2281,8 @@ public class TransformOpValidation extends BaseOpValidation {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReverseBp(Nd4jBackend backend) {
 
         Nd4j.getRandom().setSeed(12345);
@@ -2351,9 +2296,8 @@ public class TransformOpValidation extends BaseOpValidation {
         assertNull(err);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testUpsampling3dBp(Nd4jBackend backend) {
 
         Nd4j.getRandom().setSeed(12345);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/samediff/ConvConfigTests.java

@@ -45,9 +45,8 @@ public class ConvConfigTests extends BaseNd4jTestWithBackends {
         return 'c';
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDeConv2D(Nd4jBackend backend){
         DeConv2DConfig.builder().kH(2).kW(4).build();
 
@@ -108,9 +107,8 @@ public class ConvConfigTests extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testConv2D(Nd4jBackend backend){
         Conv2DConfig.builder().kH(2).kW(4).build();
 
@@ -171,9 +169,8 @@ public class ConvConfigTests extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testPooling2D(Nd4jBackend backend){
         Pooling2DConfig.builder().kH(2).kW(4).build();
 
@@ -234,9 +231,8 @@ public class ConvConfigTests extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testDeConv3D(Nd4jBackend backend){
         DeConv3DConfig.builder().kH(2).kW(4).kD(3).build();
 
@@ -325,9 +321,8 @@ public class ConvConfigTests extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testConv3D(Nd4jBackend backend){
         Conv3DConfig.builder().kH(2).kW(4).kD(3).build();
 
@@ -418,9 +413,8 @@ public class ConvConfigTests extends BaseNd4jTestWithBackends {
 
 
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testPooling3D(Nd4jBackend backend){
         Pooling3DConfig.builder().kH(2).kW(4).kD(3).build();
 
@@ -509,9 +503,8 @@ public class ConvConfigTests extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testConv1D(){
         Conv1DConfig.builder().k(2).paddingMode(PaddingMode.SAME).build();
 

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/samediff/FailingSameDiffTests.java

@@ -50,9 +50,8 @@ public class FailingSameDiffTests extends BaseNd4jTestWithBackends {
         return 'c';
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEye(Nd4jBackend backend){
         //OpValidationSuite.ignoreFailing();
         INDArray arr = Nd4j.create(new double[]{1, 0, 0, 0, 1, 0}, new int[]{2, 3});
@@ -68,9 +67,8 @@ public class FailingSameDiffTests extends BaseNd4jTestWithBackends {
         assertEquals(expOut, result.eval());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEyeShape(Nd4jBackend backend){
         val dco = DynamicCustomOp.builder("eye")
                 .addIntegerArguments(3,3)
@@ -82,9 +80,8 @@ public class FailingSameDiffTests extends BaseNd4jTestWithBackends {
         assertArrayEquals(new long[]{3,3}, list.get(0).getShape());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testExecutionDifferentShapesTransform(Nd4jBackend backend){
         OpValidationSuite.ignoreFailing();
         SameDiff sd = SameDiff.create();
@@ -105,9 +102,8 @@ public class FailingSameDiffTests extends BaseNd4jTestWithBackends {
         assertEquals(exp, out2);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDropout(Nd4jBackend backend) {
         OpValidationSuite.ignoreFailing();
         SameDiff sd = SameDiff.create();
@@ -120,9 +116,8 @@ public class FailingSameDiffTests extends BaseNd4jTestWithBackends {
         assertArrayEquals(new long[]{2, 2}, res.getShape());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testExecutionDifferentShapesDynamicCustom(Nd4jBackend backend){
         OpValidationSuite.ignoreFailing();
 

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/samediff/FlatBufferSerdeTest.java

@@ -67,9 +67,7 @@ import java.util.Collections;
 import java.util.List;
 import java.util.Map;
 
-import static junit.framework.TestCase.assertNotNull;
+import static org.junit.jupiter.api.Assertions.*;
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertTrue;
 
 @Slf4j
 public class FlatBufferSerdeTest extends BaseNd4jTestWithBackends {
@@ -82,9 +80,8 @@ public class FlatBufferSerdeTest extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBasic(@TempDir Path testDir,Nd4jBackend backend) throws Exception {
         SameDiff sd = SameDiff.create();
         INDArray arr = Nd4j.linspace(1,12,12).reshape(3,4);
@@ -139,9 +136,8 @@ public class FlatBufferSerdeTest extends BaseNd4jTestWithBackends {
         assertEquals(sd.getLossVariables().size(), fg.lossVariablesLength());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSimple(@TempDir Path testDir,Nd4jBackend backend) throws Exception {
         for( int i = 0; i < 10; i++ ) {
             for(boolean execFirst : new boolean[]{false, true}) {
@@ -270,9 +266,8 @@ public class FlatBufferSerdeTest extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTrainingSerde(@TempDir Path testDir,Nd4jBackend backend) throws Exception {
 
         //Ensure 2 things:
@@ -356,9 +351,8 @@ public class FlatBufferSerdeTest extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void pooling3DSerialization(Nd4jBackend backend){
         SameDiff sd = SameDiff.create();
 
@@ -378,9 +372,8 @@ public class FlatBufferSerdeTest extends BaseNd4jTestWithBackends {
                 deserialized.getVariableOutputOp("pool").getClass());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void pooling3DSerialization2(Nd4jBackend backend){
         SameDiff sd = SameDiff.create();
 

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/samediff/GraphTransformUtilTests.java

@@ -52,9 +52,8 @@ public class GraphTransformUtilTests extends BaseNd4jTestWithBackends {
         return 'c';
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBasic(Nd4jBackend backend){
 
         SameDiff sd = SameDiff.create();
@@ -93,9 +92,8 @@ public class GraphTransformUtilTests extends BaseNd4jTestWithBackends {
         assertEquals(0, sg2.getChildNodes().size());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSubgraphReplace1(Nd4jBackend backend){
 
         SameDiff sd = SameDiff.create();

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/samediff/MemoryMgrTest.java

@@ -42,9 +42,8 @@ public class MemoryMgrTest extends BaseNd4jTestWithBackends {
         return 'c';
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testArrayReuseTooLarge(Nd4jBackend backend) throws Exception {
 
         ArrayCacheMemoryMgr mmgr = new ArrayCacheMemoryMgr();
@@ -116,9 +115,8 @@ public class MemoryMgrTest extends BaseNd4jTestWithBackends {
         assertEquals(0, mmgr.getLruCacheValues().size());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testManyArrays(Nd4jBackend backend){
 
         ArrayCacheMemoryMgr mmgr = new ArrayCacheMemoryMgr();

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/samediff/NameScopeTests.java

@@ -45,9 +45,8 @@ public class NameScopeTests extends BaseNd4jTestWithBackends {
         return 'c';
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testVariableNameScopesBasic(Nd4jBackend backend) {
 
         SameDiff sd = SameDiff.create();
@@ -73,9 +72,8 @@ public class NameScopeTests extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testOpFieldsAndNames(Nd4jBackend backend) {
 
         SameDiff sd = SameDiff.create();
@@ -153,9 +151,8 @@ public class NameScopeTests extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNoNesting(Nd4jBackend backend) {
         SameDiff SD = SameDiff.create();
 
@@ -172,9 +169,8 @@ public class NameScopeTests extends BaseNd4jTestWithBackends {
         assertTrue(SD.variableMap().containsKey("test/argmax"),"Var with name test/argmax exists");
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNoTesting2(Nd4jBackend backend) {
         SameDiff SD = SameDiff.create();
 

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/samediff/SameDiffMultiThreadTests.java

@@ -49,9 +49,8 @@ public class SameDiffMultiThreadTests extends BaseND4JTest {
         return Long.MAX_VALUE;
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSimple(Nd4jBackend backend) throws Exception {
 
         int nThreads = 4;

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/samediff/SameDiffOutputTest.java

@@ -36,9 +36,8 @@ import static org.junit.jupiter.api.Assertions.assertTrue;
 public class SameDiffOutputTest extends BaseNd4jTestWithBackends {
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void outputTest(Nd4jBackend backend){
         DataSet data = new DataSet(Nd4j.zeros(10, 10), Nd4j.zeros(10, 10));
         SameDiff sd = SameDiff.create();

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/samediff/SameDiffSpecifiedLossVarsTests.java

@@ -33,8 +33,6 @@ import org.nd4j.linalg.factory.Nd4j;
 import org.nd4j.linalg.factory.Nd4jBackend;
 import org.nd4j.linalg.learning.config.Adam;
 
-import static junit.framework.TestCase.assertNotNull;
-import static junit.framework.TestCase.assertNull;
 import static org.junit.jupiter.api.Assertions.*;
 
 public class SameDiffSpecifiedLossVarsTests extends BaseNd4jTestWithBackends {
@@ -45,9 +43,8 @@ public class SameDiffSpecifiedLossVarsTests extends BaseNd4jTestWithBackends {
         return 'c';
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSpecifiedLoss1(Nd4jBackend backend) {
         SameDiff sd = SameDiff.create();
         SDVariable ph1 = sd.var("ph", DataType.FLOAT, 3, 4);
@@ -68,11 +65,10 @@ public class SameDiffSpecifiedLossVarsTests extends BaseNd4jTestWithBackends {
         assertNotNull(ph1.gradient());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSpecifiedLoss2(Nd4jBackend backend) {
-        for( int i=0; i<2; i++ ) {
+        for( int i = 0; i < 2; i++) {
             SameDiff sd = SameDiff.create();
             SDVariable ph = sd.placeHolder("ph", DataType.FLOAT, 3, 4);
             SDVariable w = sd.var("w", Nd4j.rand(DataType.FLOAT, 4, 5));
@@ -111,7 +107,7 @@ public class SameDiffSpecifiedLossVarsTests extends BaseNd4jTestWithBackends {
 
             for(String s : new String[]{"w", "b", badd.name(), add.name(), "l1", "l2"}){
                 SDVariable gradVar = sd.getVariable(s).gradient();
-                assertNotNull(s, gradVar);
+                assertNotNull(gradVar,s);
             }
             //Unused:
             assertFalse(shape.hasGradient());
@@ -123,9 +119,8 @@ public class SameDiffSpecifiedLossVarsTests extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTrainingDifferentLosses(Nd4jBackend backend) {
         //Net with 2 losses: train on the first one, then change losses
         //Also check that if modifying via add/setLossVariables the training config changes
@@ -154,20 +149,20 @@ public class SameDiffSpecifiedLossVarsTests extends BaseNd4jTestWithBackends {
         sd.setLossVariables("loss1");
         sd.createGradFunction();
         for(SDVariable v : new SDVariable[]{ph1, w1, b1, mmul1, badd1, loss1}){
-            assertNotNull(v.name(), v.gradient());
+            assertNotNull(v.gradient(),v.name());
         }
         for(SDVariable v : new SDVariable[]{ph2, w2, b2, mmul2, badd2, loss2}){
-            assertNull(v.name(), v.gradient());
+            assertNull(v.gradient(),v.name());
         }
 
         //Now, set to other loss function
         sd.setLossVariables("loss2");
         sd.createGradFunction();
         for(SDVariable v : new SDVariable[]{ph1, w1, b1, mmul1, badd1, loss1}){
-            assertNull(v.name(), v.gradient());
+            assertNull(v.gradient(),v.name());
         }
         for(SDVariable v : new SDVariable[]{ph2, w2, b2, mmul2, badd2, loss2}){
-            assertNotNull(v.name(), v.gradient());
+            assertNotNull(v.gradient(),v.name());
         }
 
         //Train the first side of the graph. The other side should remain unmodified!

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/samediff/SameDiffTrainingTest.java

@@ -60,9 +60,8 @@ import org.nd4j.weightinit.impl.XavierInitScheme;
 public class SameDiffTrainingTest extends BaseNd4jTestWithBackends {
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void irisTrainingSanityCheck(Nd4jBackend backend) {
 
         DataSetIterator iter = new IrisDataSetIterator(150, 150);
@@ -134,9 +133,8 @@ public class SameDiffTrainingTest extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void irisTrainingEvalTest(Nd4jBackend backend) {
 
         DataSetIterator iter = new IrisDataSetIterator(150, 150);
@@ -186,9 +184,8 @@ public class SameDiffTrainingTest extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void irisTrainingValidationTest(Nd4jBackend backend) {
 
         DataSetIterator iter = new IrisDataSetIterator(150, 150);
@@ -243,9 +240,8 @@ public class SameDiffTrainingTest extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTrainingMixedDtypes(){
 
         for (String u : new String[]{"adam", "nesterov", "adamax", "amsgrad"}) {
@@ -307,9 +303,8 @@ public class SameDiffTrainingTest extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void simpleClassification(Nd4jBackend backend) {
         double learning_rate = 0.001;
         int seed = 7;
@@ -356,9 +351,8 @@ public class SameDiffTrainingTest extends BaseNd4jTestWithBackends {
         History history = sd.fit(new SingletonMultiDataSetIterator(mds), 1);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTrainingEvalVarNotReqForLoss(){
         //If a variable is not required for the loss - normally it won't be calculated
         //But we want to make sure it IS calculated here - so we can perform evaluation on it

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/samediff/listeners/CheckpointListenerTest.java

@@ -20,7 +20,7 @@
 
 package org.nd4j.autodiff.samediff.listeners;
 
-import org.junit.Assert;
+
 
 import org.junit.jupiter.api.Test;
 
@@ -47,8 +47,9 @@ import java.util.List;
 import java.util.Set;
 import java.util.concurrent.TimeUnit;
 
-import static junit.framework.TestCase.assertTrue;
+
 import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertTrue;
 
 public class CheckpointListenerTest extends BaseNd4jTestWithBackends {
 
@@ -94,9 +95,8 @@ public class CheckpointListenerTest extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testCheckpointEveryEpoch(@TempDir Path testDir,Nd4jBackend backend) throws Exception {
         File dir = testDir.toFile();
 
@@ -130,9 +130,8 @@ public class CheckpointListenerTest extends BaseNd4jTestWithBackends {
         assertTrue(found1 && found2 && found3);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testCheckpointEvery5Iter(@TempDir Path testDir,Nd4jBackend backend) throws Exception {
         File dir = testDir.toFile();
 
@@ -165,15 +164,14 @@ public class CheckpointListenerTest extends BaseNd4jTestWithBackends {
         }
         assertEquals(5, files.length);  //4 checkpoints and 1 text file (metadata)
 
-        for( int i=0; i<found.length; i++ ){
+        for( int i = 0; i < found.length; i++) {
-            assertTrue(names.get(i), found[i]);
+            assertTrue(found[i], names.get(i));
         }
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testCheckpointListenerEveryTimeUnit(@TempDir Path testDir,Nd4jBackend backend) throws Exception {
         File dir = testDir.toFile();
         SameDiff sd = getModel();
@@ -213,13 +211,12 @@ public class CheckpointListenerTest extends BaseNd4jTestWithBackends {
         }
 
         for( int i = 0; i < found.length; i++) {
-            assertTrue(names.get(i), found[i]);
+            assertTrue(found[i], names.get(i));
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testCheckpointListenerKeepLast3AndEvery3(@TempDir Path testDir,Nd4jBackend backend) throws Exception {
         File dir = testDir.toFile();
         SameDiff sd = getModel();
@@ -258,8 +255,8 @@ public class CheckpointListenerTest extends BaseNd4jTestWithBackends {
         }
 
         assertEquals(5, cpNums.size(),cpNums.toString());
-        Assert.assertTrue(cpNums.toString(), cpNums.containsAll(Arrays.asList(2, 5, 7, 8, 9)));
+        assertTrue(cpNums.containsAll(Arrays.asList(2, 5, 7, 8, 9)), cpNums.toString());
-        Assert.assertTrue(epochNums.toString(), epochNums.containsAll(Arrays.asList(5, 11, 15, 17, 19)));
+        assertTrue(epochNums.containsAll(Arrays.asList(5, 11, 15, 17, 19)), epochNums.toString());
 
         assertEquals(5, l.availableCheckpoints().size());
     }

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/samediff/listeners/ExecDebuggingListenerTest.java

@@ -38,9 +38,8 @@ import org.nd4j.linalg.learning.config.Adam;
 public class ExecDebuggingListenerTest extends BaseNd4jTestWithBackends {
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testExecDebugListener(Nd4jBackend backend) {
 
         SameDiff sd = SameDiff.create();

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/samediff/listeners/ListenerTest.java

@@ -71,9 +71,8 @@ public class ListenerTest extends BaseNd4jTestWithBackends {
         return 'c';
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void irisHistoryTest(Nd4jBackend backend) {
 
         DataSetIterator iter = new IrisDataSetIterator(150, 150);
@@ -136,9 +135,8 @@ public class ListenerTest extends BaseNd4jTestWithBackends {
         assertTrue(acc >= 0.75,"Accuracy < 75%, was " + acc);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testListenerCalls(){
         SameDiff sd = SameDiff.create();
         SDVariable in = sd.placeHolder("in", DataType.FLOAT, -1, 4);
@@ -275,9 +273,8 @@ public class ListenerTest extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testCustomListener(Nd4jBackend backend) {
         SameDiff sd = SameDiff.create();
         SDVariable in = sd.placeHolder("input", DataType.FLOAT, -1, 4);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/samediff/listeners/ProfilingListenerTest.java

@@ -57,9 +57,8 @@ public class ProfilingListenerTest extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testProfilingListenerSimple(@TempDir Path testDir,Nd4jBackend backend) throws Exception {
 
         SameDiff sd = SameDiff.create();
@@ -108,25 +107,22 @@ public class ProfilingListenerTest extends BaseNd4jTestWithBackends {
     }
 
     /*
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testLoadTfProfile(){
         File f = new File("C:\\Temp\\sd_profiler\\tf_profile.json");
         ProfileAnalyzer.summarizeProfile(f, ProfileAnalyzer.ProfileFormat.TENSORFLOW);
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testLoadTfProfileDir(){
         File f = new File("C:\\Temp\\sd_profiler\\tf_multiple_profiles");
         ProfileAnalyzer.summarizeProfileDirectory(f, ProfileAnalyzer.ProfileFormat.TENSORFLOW);
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testLoadTfProfileDir2(){
         File f = new File("C:\\DL4J\\Git\\dl4j-dev-tools\\import-tests\\profiling\\mobilenet_v2_1.0_224_batch32_tf-1.15.0");
         ProfileAnalyzer.summarizeProfileDirectory(f, ProfileAnalyzer.ProfileFormat.TENSORFLOW);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/ui/FileReadWriteTests.java

@@ -79,9 +79,8 @@ public class FileReadWriteTests extends BaseNd4jTestWithBackends {
         Nd4j.getRandom().setSeed(123);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSimple(@TempDir Path testDir,Nd4jBackend backend) throws IOException {
         SameDiff sd = SameDiff.create();
         SDVariable v = sd.var("variable", DataType.DOUBLE, 3, 4);
@@ -185,9 +184,8 @@ public class FileReadWriteTests extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNullBinLabels(@TempDir Path testDir,Nd4jBackend backend) throws Exception{
         File dir = testDir.toFile();
         File f = new File(dir, "temp.bin");

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/autodiff/ui/UIListenerTest.java

@@ -63,9 +63,8 @@ public class UIListenerTest extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testUIListenerBasic(@TempDir Path testDir,Nd4jBackend backend) throws Exception {
         Nd4j.getRandom().setSeed(12345);
 
@@ -101,9 +100,8 @@ public class UIListenerTest extends BaseNd4jTestWithBackends {
         assertArrayEquals(new long[]{150, 3}, out.shape());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testUIListenerContinue(@TempDir Path testDir,Nd4jBackend backend) throws Exception {
         IrisDataSetIterator iter = new IrisDataSetIterator(150, 150);
 
@@ -194,9 +192,8 @@ public class UIListenerTest extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testUIListenerBadContinue(@TempDir Path testDir,Nd4jBackend backend) throws Exception {
         IrisDataSetIterator iter = new IrisDataSetIterator(150, 150);
         SameDiff sd1 = getSimpleNet();

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/evaluation/CustomEvaluationTest.java

@@ -40,9 +40,8 @@ public class CustomEvaluationTest extends BaseNd4jTestWithBackends {
         return 'c';
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void customEvalTest(Nd4jBackend backend){
         CustomEvaluation accuracyEval = new CustomEvaluation<>(
                 (labels, pred, mask, meta) -> new Pair<>(labels.eq(pred).castTo(DataType.INT).sumNumber(), labels.size(0)),

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/evaluation/EmptyEvaluationTests.java

@@ -45,9 +45,8 @@ public class EmptyEvaluationTests extends BaseNd4jTestWithBackends {
         return 'c';
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testEmptyEvaluation (Nd4jBackend backend) {
         Evaluation e = new Evaluation();
         System.out.println(e.stats());
@@ -62,9 +61,8 @@ public class EmptyEvaluationTests extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEmptyRegressionEvaluation (Nd4jBackend backend) {
         RegressionEvaluation re = new RegressionEvaluation();
         re.stats();
@@ -78,9 +76,8 @@ public class EmptyEvaluationTests extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEmptyEvaluationBinary(Nd4jBackend backend) {
         EvaluationBinary eb = new EvaluationBinary();
         eb.stats();
@@ -95,9 +92,8 @@ public class EmptyEvaluationTests extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEmptyROC(Nd4jBackend backend) {
         ROC roc = new ROC();
         roc.stats();
@@ -112,9 +108,8 @@ public class EmptyEvaluationTests extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEmptyROCBinary(Nd4jBackend backend) {
         ROCBinary rb = new ROCBinary();
         rb.stats();
@@ -129,9 +124,8 @@ public class EmptyEvaluationTests extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEmptyROCMultiClass(Nd4jBackend backend) {
         ROCMultiClass r = new ROCMultiClass();
         r.stats();
@@ -146,9 +140,8 @@ public class EmptyEvaluationTests extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEmptyEvaluationCalibration(Nd4jBackend backend) {
         EvaluationCalibration ec = new EvaluationCalibration();
         ec.stats();

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/evaluation/EvalCustomThreshold.java

@@ -46,9 +46,8 @@ public class EvalCustomThreshold extends BaseNd4jTestWithBackends {
         return 'c';
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEvaluationCustomBinaryThreshold(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
 
@@ -114,9 +113,8 @@ public class EvalCustomThreshold extends BaseNd4jTestWithBackends {
         assertEquals(ex2.getConfusionMatrix(), e025v2.getConfusionMatrix());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEvaluationCostArray(Nd4jBackend backend) {
 
 
@@ -164,9 +162,8 @@ public class EvalCustomThreshold extends BaseNd4jTestWithBackends {
         assertEquals(1.0, e2.accuracy(), 1e-6);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEvaluationBinaryCustomThreshold(Nd4jBackend backend) {
 
         //Sanity check: same results for 0.5 threshold vs. default (no threshold)

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/evaluation/EvalJsonTest.java

@@ -39,9 +39,7 @@ import org.nd4j.linalg.api.ops.random.impl.BernoulliDistribution;
 import org.nd4j.linalg.factory.Nd4j;
 import org.nd4j.linalg.factory.Nd4jBackend;
 
-import static junit.framework.TestCase.assertNull;
+import static org.junit.jupiter.api.Assertions.*;
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertTrue;
 
 
 public class EvalJsonTest extends BaseNd4jTestWithBackends {
@@ -52,9 +50,8 @@ public class EvalJsonTest extends BaseNd4jTestWithBackends {
         return 'c';
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSerdeEmpty(Nd4jBackend backend) {
         boolean print = false;
 
@@ -74,9 +71,8 @@ public class EvalJsonTest extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testSerde(Nd4jBackend backend) {
         boolean print = false;
         Nd4j.getRandom().setSeed(12345);
@@ -124,9 +120,8 @@ public class EvalJsonTest extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testSerdeExactRoc(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
         boolean print = false;
@@ -204,9 +199,8 @@ public class EvalJsonTest extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testJsonYamlCurves(Nd4jBackend backend) {
         ROC roc = new ROC(0);
 
@@ -258,9 +252,8 @@ public class EvalJsonTest extends BaseNd4jTestWithBackends {
 
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testJsonWithCustomThreshold(Nd4jBackend backend) {
 
         //Evaluation - binary threshold

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/evaluation/EvalTest.java

@@ -50,9 +50,8 @@ public class EvalTest extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEval(Nd4jBackend backend) {
         int classNum = 5;
         Evaluation eval = new Evaluation (classNum);
@@ -91,9 +90,8 @@ public class EvalTest extends BaseNd4jTestWithBackends {
         assertEquals(0.5, eval.accuracy(), 0);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEval2(Nd4jBackend backend) {
 
         DataType dtypeBefore = Nd4j.defaultFloatingPointType();
@@ -152,9 +150,8 @@ public class EvalTest extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStringListLabels(Nd4jBackend backend) {
         INDArray trueOutcome = FeatureUtil.toOutcomeVector(0, 2);
         INDArray predictedOutcome = FeatureUtil.toOutcomeVector(0, 2);
@@ -171,9 +168,8 @@ public class EvalTest extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testStringHashLabels(Nd4jBackend backend) {
         INDArray trueOutcome = FeatureUtil.toOutcomeVector(0, 2);
         INDArray predictedOutcome = FeatureUtil.toOutcomeVector(0, 2);
@@ -190,9 +186,8 @@ public class EvalTest extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEvalMasking(Nd4jBackend backend) {
         int miniBatch = 5;
         int nOut = 3;
@@ -259,9 +254,8 @@ public class EvalTest extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testFalsePerfectRecall(Nd4jBackend backend) {
         int testSize = 100;
         int numClasses = 5;
@@ -294,9 +288,8 @@ public class EvalTest extends BaseNd4jTestWithBackends {
         assertNotEquals(1.0, eval.recall());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEvaluationMerging(Nd4jBackend backend) {
 
         int nRows = 20;
@@ -370,9 +363,8 @@ public class EvalTest extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSingleClassBinaryClassification(Nd4jBackend backend) {
 
         Evaluation eval = new Evaluation(1);
@@ -401,9 +393,8 @@ public class EvalTest extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEvalInvalid(Nd4jBackend backend) {
         Evaluation e = new Evaluation(5);
         e.eval(0, 1);
@@ -416,9 +407,8 @@ public class EvalTest extends BaseNd4jTestWithBackends {
         assertFalse(e.stats().contains("\uFFFD"));
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEvalMethods(Nd4jBackend backend) {
         //Check eval(int,int) vs. eval(INDArray,INDArray)
 
@@ -461,9 +451,8 @@ public class EvalTest extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTopNAccuracy(Nd4jBackend backend) {
 
         Evaluation e = new Evaluation(null, 3);
@@ -524,9 +513,8 @@ public class EvalTest extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTopNAccuracyMerging(Nd4jBackend backend) {
 
         Evaluation e1 = new Evaluation(null, 3);
@@ -574,9 +562,8 @@ public class EvalTest extends BaseNd4jTestWithBackends {
         assertEquals(6.0 / 8, e1.topNAccuracy(), 1e-6);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBinaryCase(Nd4jBackend backend) {
         INDArray ones10 = Nd4j.ones(10, 1);
         INDArray ones4 = Nd4j.ones(4, 1);
@@ -605,9 +592,8 @@ public class EvalTest extends BaseNd4jTestWithBackends {
         assertEquals(2, (int) e.truePositives().get(0));
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testF1FBeta_MicroMacroAveraging(Nd4jBackend backend) {
         //Confusion matrix: rows = actual, columns = predicted
         //[3, 1, 0]
@@ -748,9 +734,8 @@ public class EvalTest extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testConfusionMatrixStats(Nd4jBackend backend) {
 
         Evaluation e = new Evaluation();
@@ -771,9 +756,8 @@ public class EvalTest extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEvalBinaryMetrics(){
 
         Evaluation ePosClass1_nOut2 = new Evaluation(2, 1);
@@ -894,9 +878,8 @@ public class EvalTest extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testConfusionMatrixString(){
 
         Evaluation e = new Evaluation(Arrays.asList("a","b","c"));
@@ -946,9 +929,8 @@ public class EvalTest extends BaseNd4jTestWithBackends {
         e.stats(false, true);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEvaluationNaNs(){
 
         Evaluation e = new Evaluation();
@@ -963,9 +945,8 @@ public class EvalTest extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSegmentation(){
         for( int c : new int[]{4, 1}) { //c=1 should be treated as binary classification case
             Nd4j.getRandom().setSeed(12345);
@@ -1059,9 +1040,8 @@ public class EvalTest extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testLabelReset(){
 
         Map<Integer,String> m = new HashMap<>();
@@ -1094,9 +1074,8 @@ public class EvalTest extends BaseNd4jTestWithBackends {
         assertEquals(s1, s2);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEvalStatsBinaryCase(){
         //Make sure we report class 1 precision/recall/f1 not macro averaged, for binary case
 

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/evaluation/EvaluationBinaryTest.java

@@ -48,9 +48,8 @@ public class EvaluationBinaryTest extends BaseNd4jTestWithBackends {
         return 'c';
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEvaluationBinary(Nd4jBackend backend) {
         //Compare EvaluationBinary to Evaluation class
         DataType dtypeBefore = Nd4j.defaultFloatingPointType();
@@ -136,9 +135,8 @@ public class EvaluationBinaryTest extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEvaluationBinaryMerging(Nd4jBackend backend) {
         int nOut = 4;
         int[] shape1 = {30, nOut};
@@ -165,9 +163,8 @@ public class EvaluationBinaryTest extends BaseNd4jTestWithBackends {
         assertEquals(eb.stats(), eb1.stats());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEvaluationBinaryPerOutputMasking(Nd4jBackend backend) {
 
         //Provide a mask array: "ignore" the masked steps
@@ -210,9 +207,8 @@ public class EvaluationBinaryTest extends BaseNd4jTestWithBackends {
         assertEquals(1, eb.falseNegatives(2));
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTimeSeriesEval(Nd4jBackend backend) {
 
         int[] shape = {2, 4, 3};
@@ -236,9 +232,8 @@ public class EvaluationBinaryTest extends BaseNd4jTestWithBackends {
         assertEquals(eb2.stats(), eb1.stats());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEvaluationBinaryWithROC(Nd4jBackend backend) {
         //Simple test for nested ROCBinary in EvaluationBinary
 
@@ -255,9 +250,8 @@ public class EvaluationBinaryTest extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEvaluationBinary3d(Nd4jBackend backend) {
         INDArray prediction = Nd4j.rand(DataType.FLOAT, 2, 5, 10);
         INDArray label = Nd4j.rand(DataType.FLOAT, 2, 5, 10);
@@ -291,9 +285,8 @@ public class EvaluationBinaryTest extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEvaluationBinary4d(Nd4jBackend backend) {
         INDArray prediction = Nd4j.rand(DataType.FLOAT, 2, 3, 10, 10);
         INDArray label = Nd4j.rand(DataType.FLOAT, 2, 3, 10, 10);
@@ -327,9 +320,8 @@ public class EvaluationBinaryTest extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEvaluationBinary3dMasking(Nd4jBackend backend) {
         INDArray prediction = Nd4j.rand(DataType.FLOAT, 2, 3, 10);
         INDArray label = Nd4j.rand(DataType.FLOAT, 2, 3, 10);
@@ -390,9 +382,8 @@ public class EvaluationBinaryTest extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEvaluationBinary4dMasking(Nd4jBackend backend) {
         INDArray prediction = Nd4j.rand(DataType.FLOAT, 2, 3, 10, 10);
         INDArray label = Nd4j.rand(DataType.FLOAT, 2, 3, 10, 10);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/evaluation/EvaluationCalibrationTest.java

@@ -49,9 +49,8 @@ public class EvaluationCalibrationTest extends BaseNd4jTestWithBackends {
         return 'c';
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testReliabilityDiagram (Nd4jBackend backend) {
 
         DataType dtypeBefore = Nd4j.defaultFloatingPointType();
@@ -143,9 +142,8 @@ public class EvaluationCalibrationTest extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testLabelAndPredictionCounts (Nd4jBackend backend) {
 
         int minibatch = 50;
@@ -173,9 +171,8 @@ public class EvaluationCalibrationTest extends BaseNd4jTestWithBackends {
         assertArrayEquals(expPredictionCount, ec.getPredictionCountsEachClass());
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testResidualPlots (Nd4jBackend backend) {
 
         int minibatch = 50;
@@ -276,9 +273,8 @@ public class EvaluationCalibrationTest extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testSegmentation(){
         for( int c : new int[]{4, 1}) { //c=1 should be treated as binary classification case
             Nd4j.getRandom().setSeed(12345);
@@ -372,9 +368,8 @@ public class EvaluationCalibrationTest extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testEvaluationCalibration3d (Nd4jBackend backend) {
         INDArray prediction = Nd4j.rand(DataType.FLOAT, 2, 5, 10);
         INDArray label = Nd4j.rand(DataType.FLOAT, 2, 5, 10);
@@ -406,9 +401,8 @@ public class EvaluationCalibrationTest extends BaseNd4jTestWithBackends {
         assertEquals(e2d.stats(), e3d.stats());
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testEvaluationCalibration3dMasking (Nd4jBackend backend) {
         INDArray prediction = Nd4j.rand(DataType.FLOAT, 2, 3, 10);
         INDArray label = Nd4j.rand(DataType.FLOAT, 2, 3, 10);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/evaluation/NewInstanceTest.java

@@ -46,9 +46,8 @@ public class NewInstanceTest extends BaseNd4jTestWithBackends {
         return 'c';
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNewInstances(Nd4jBackend backend) {
         boolean print = true;
         Nd4j.getRandom().setSeed(12345);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/evaluation/ROCBinaryTest.java

@@ -48,9 +48,8 @@ public class ROCBinaryTest extends BaseNd4jTestWithBackends {
         return 'c';
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testROCBinary(Nd4jBackend backend) {
         //Compare ROCBinary to ROC class
 
@@ -145,9 +144,8 @@ public class ROCBinaryTest extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testRocBinaryMerging(Nd4jBackend backend) {
         for (int nSteps : new int[]{30, 0}) { //0 == exact
             int nOut = 4;
@@ -177,9 +175,8 @@ public class ROCBinaryTest extends BaseNd4jTestWithBackends {
     }
 
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testROCBinaryPerOutputMasking(Nd4jBackend backend) {
 
         for (int nSteps : new int[]{30, 0}) { //0 == exact
@@ -219,9 +216,8 @@ public class ROCBinaryTest extends BaseNd4jTestWithBackends {
 
 
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testROCBinary3d(Nd4jBackend backend) {
         INDArray prediction = Nd4j.rand(DataType.FLOAT, 2, 5, 10);
         INDArray label = Nd4j.rand(DataType.FLOAT, 2, 5, 10);
@@ -255,9 +251,8 @@ public class ROCBinaryTest extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testROCBinary4d(Nd4jBackend backend) {
         INDArray prediction = Nd4j.rand(DataType.FLOAT, 2, 3, 10, 10);
         INDArray label = Nd4j.rand(DataType.FLOAT, 2, 3, 10, 10);
@@ -291,9 +286,8 @@ public class ROCBinaryTest extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testROCBinary3dMasking(Nd4jBackend backend) {
         INDArray prediction = Nd4j.rand(DataType.FLOAT, 2, 3, 10);
         INDArray label = Nd4j.rand(DataType.FLOAT, 2, 3, 10);
@@ -354,9 +348,8 @@ public class ROCBinaryTest extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testROCBinary4dMasking(Nd4jBackend backend) {
         INDArray prediction = Nd4j.rand(DataType.FLOAT, 2, 3, 10, 10);
         INDArray label = Nd4j.rand(DataType.FLOAT, 2, 3, 10, 10);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/evaluation/ROCTest.java

@@ -82,9 +82,8 @@ public class ROCTest extends BaseNd4jTestWithBackends {
         expFPR.put(10 / 10.0, 0.0 / totalNegatives);
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testRocBasic(Nd4jBackend backend) {
         //2 outputs here - probability distribution over classes (softmax)
         INDArray predictions = Nd4j.create(new double[][] {{1.0, 0.001}, //add 0.001 to avoid numerical/rounding issues (float vs. double, etc)
@@ -127,9 +126,8 @@ public class ROCTest extends BaseNd4jTestWithBackends {
         assertEquals(1.0, auc, 1e-6);
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testRocBasicSingleClass(Nd4jBackend backend) {
         //1 output here - single probability value (sigmoid)
 
@@ -167,9 +165,8 @@ public class ROCTest extends BaseNd4jTestWithBackends {
     }
 
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testRoc(Nd4jBackend backend) {
         //Previous tests allowed for a perfect classifier with right threshold...
 
@@ -254,9 +251,8 @@ public class ROCTest extends BaseNd4jTestWithBackends {
     }
 
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testRocTimeSeriesNoMasking(Nd4jBackend backend) {
         //Same as first test...
 
@@ -303,9 +299,8 @@ public class ROCTest extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#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)
@@ -355,9 +350,8 @@ public class ROCTest extends BaseNd4jTestWithBackends {
 
 
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testCompareRocAndRocMultiClass(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
 
@@ -387,9 +381,8 @@ public class ROCTest extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testCompare2Vs3Classes(Nd4jBackend backend) {
 
         //ROC multi-class: 2 vs. 3 classes should be the same, if we add two of the classes together...
@@ -438,9 +431,8 @@ public class ROCTest extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testROCMerging(Nd4jBackend backend) {
         int nArrays = 10;
         int minibatch = 64;
@@ -485,9 +477,8 @@ public class ROCTest extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testROCMerging2(Nd4jBackend backend) {
         int nArrays = 10;
         int minibatch = 64;
@@ -532,9 +523,8 @@ public class ROCTest extends BaseNd4jTestWithBackends {
     }
 
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testROCMultiMerging(Nd4jBackend backend) {
 
         int nArrays = 10;
@@ -582,9 +572,8 @@ public class ROCTest extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testAUCPrecisionRecall(Nd4jBackend backend) {
         //Assume 2 positive examples, at 0.33 and 0.66 predicted, 1 negative example at 0.25 prob
         //at threshold 0 to 0.24999: tp=2, fp=1, fn=0, tn=0 prec=2/(2+1)=0.666, recall=2/2=1.0
@@ -631,9 +620,8 @@ public class ROCTest extends BaseNd4jTestWithBackends {
     }
 
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testRocAucExact(Nd4jBackend backend) {
 
         //Check the implementation vs. Scikitlearn
@@ -796,9 +784,8 @@ public class ROCTest extends BaseNd4jTestWithBackends {
     }
 
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void rocExactEdgeCaseReallocation(Nd4jBackend backend) {
 
         //Set reallocation block size to say 20, but then evaluate a 100-length array
@@ -810,9 +797,8 @@ public class ROCTest extends BaseNd4jTestWithBackends {
     }
 
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testPrecisionRecallCurveGetPointMethods(Nd4jBackend backend) {
         double[] threshold = new double[101];
         double[] precision = threshold;
@@ -848,9 +834,8 @@ public class ROCTest extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testPrecisionRecallCurveConfusion(Nd4jBackend backend) {
         //Sanity check: values calculated from the confusion matrix should match the PR curve values
 
@@ -889,9 +874,8 @@ public class ROCTest extends BaseNd4jTestWithBackends {
     }
 
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testRocMerge(){
         Nd4j.getRandom().setSeed(12345);
 
@@ -935,9 +919,8 @@ public class ROCTest extends BaseNd4jTestWithBackends {
         assertEquals(auprc, auprcAct, 1e-6);
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testRocMultiMerge(){
         Nd4j.getRandom().setSeed(12345);
 
@@ -986,9 +969,8 @@ public class ROCTest extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testRocBinaryMerge(){
         Nd4j.getRandom().setSeed(12345);
 
@@ -1033,9 +1015,8 @@ public class ROCTest extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testSegmentationBinary(){
         for( int c : new int[]{4, 1}) { //c=1 should be treated as binary classification case
             Nd4j.getRandom().setSeed(12345);
@@ -1125,9 +1106,8 @@ public class ROCTest extends BaseNd4jTestWithBackends {
         }
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testSegmentation(){
         for( int c : new int[]{4, 1}) { //c=1 should be treated as binary classification case
             Nd4j.getRandom().setSeed(12345);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/evaluation/RegressionEvalTest.java

@@ -63,9 +63,8 @@ public class RegressionEvalTest  extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testPerfectPredictions(Nd4jBackend backend) {
 
         int nCols = 5;
@@ -92,9 +91,8 @@ public class RegressionEvalTest  extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testKnownValues(Nd4jBackend backend) {
 
         DataType dtypeBefore = Nd4j.defaultFloatingPointType();
@@ -150,9 +148,8 @@ public class RegressionEvalTest  extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRegressionEvaluationMerging(Nd4jBackend backend) {
         Nd4j.getRandom().setSeed(12345);
 
@@ -193,9 +190,8 @@ public class RegressionEvalTest  extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRegressionEvalPerOutputMasking(Nd4jBackend backend) {
 
         INDArray l = Nd4j.create(new double[][] {{1, 2, 3}, {10, 20, 30}, {-5, -10, -20}});
@@ -222,9 +218,8 @@ public class RegressionEvalTest  extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRegressionEvalTimeSeriesSplit(){
 
         INDArray out1 = Nd4j.rand(new int[]{3, 5, 20});
@@ -246,9 +241,8 @@ public class RegressionEvalTest  extends BaseNd4jTestWithBackends {
         assertEquals(e1, e2);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRegressionEval3d(Nd4jBackend backend) {
         INDArray prediction = Nd4j.rand(DataType.FLOAT, 2, 5, 10);
         INDArray label = Nd4j.rand(DataType.FLOAT, 2, 5, 10);
@@ -280,9 +274,8 @@ public class RegressionEvalTest  extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRegressionEval4d(Nd4jBackend backend) {
         INDArray prediction = Nd4j.rand(DataType.FLOAT, 2, 3, 10, 10);
         INDArray label = Nd4j.rand(DataType.FLOAT, 2, 3, 10, 10);
@@ -314,9 +307,8 @@ public class RegressionEvalTest  extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRegressionEval3dMasking(Nd4jBackend backend) {
         INDArray prediction = Nd4j.rand(DataType.FLOAT, 2, 3, 10);
         INDArray label = Nd4j.rand(DataType.FLOAT, 2, 3, 10);
@@ -375,9 +367,8 @@ public class RegressionEvalTest  extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRegressionEval4dMasking(Nd4jBackend backend) {
         INDArray prediction = Nd4j.rand(DataType.FLOAT, 2, 3, 10, 10);
         INDArray label = Nd4j.rand(DataType.FLOAT, 2, 3, 10, 10);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/evaluation/TestLegacyJsonLoading.java

@@ -44,9 +44,8 @@ public class TestLegacyJsonLoading extends BaseNd4jTestWithBackends {
         return 'c';
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEvalLegacyFormat(Nd4jBackend backend) throws Exception {
 
         File f = new ClassPathResource("regression_testing/eval_100b/evaluation.json").getFile();

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/AveragingTests.java

@@ -60,9 +60,8 @@ public class AveragingTests extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSingleDeviceAveraging1(Nd4jBackend backend) {
         INDArray array1 = Nd4j.valueArrayOf(LENGTH, 1.0);
         INDArray array2 = Nd4j.valueArrayOf(LENGTH, 2.0);
@@ -109,9 +108,8 @@ public class AveragingTests extends BaseNd4jTestWithBackends {
         assertEquals(arrayMean, array16);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSingleDeviceAveraging2(Nd4jBackend backend) {
         INDArray exp = Nd4j.linspace(1, LENGTH, LENGTH);
         List<INDArray> arrays = new ArrayList<>();
@@ -128,9 +126,8 @@ public class AveragingTests extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAccumulation1(Nd4jBackend backend) {
         INDArray array1 = Nd4j.create(100).assign(1.0);
         INDArray array2 = Nd4j.create(100).assign(2.0);
@@ -143,9 +140,8 @@ public class AveragingTests extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAccumulation2(Nd4jBackend backend) {
         INDArray array1 = Nd4j.create(100).assign(1.0);
         INDArray array2 = Nd4j.create(100).assign(2.0);
@@ -160,9 +156,8 @@ public class AveragingTests extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAccumulation3(Nd4jBackend backend) {
         // we want to ensure that cuda backend is able to launch this op on cpu
         Nd4j.getAffinityManager().allowCrossDeviceAccess(false);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/DataTypeTest.java

@@ -39,9 +39,8 @@ import static org.junit.jupiter.api.Assertions.assertEquals;
 @Slf4j
 public class DataTypeTest extends BaseNd4jTestWithBackends {
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDataTypes(Nd4jBackend backend) throws Exception {
         for (val type : DataType.values()) {
             if (DataType.UTF8.equals(type) || DataType.UNKNOWN.equals(type) || DataType.COMPRESSED.equals(type))

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/InputValidationTests.java

@@ -41,9 +41,8 @@ public class InputValidationTests extends BaseNd4jTestWithBackends {
     /////////////////////////////////////////////////////////////
     ///////////////////// Broadcast Tests ///////////////////////
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testInvalidColVectorOp1(Nd4jBackend backend) {
         INDArray first = Nd4j.create(10, 10);
         INDArray col = Nd4j.create(5, 1);
@@ -55,9 +54,8 @@ public class InputValidationTests extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testInvalidColVectorOp2(Nd4jBackend backend) {
         INDArray first = Nd4j.create(10, 10);
         INDArray col = Nd4j.create(5, 1);
@@ -69,9 +67,8 @@ public class InputValidationTests extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testInvalidRowVectorOp1(Nd4jBackend backend) {
         INDArray first = Nd4j.create(10, 10);
         INDArray row = Nd4j.create(1, 5);
@@ -83,9 +80,8 @@ public class InputValidationTests extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testInvalidRowVectorOp2(Nd4jBackend backend) {
         INDArray first = Nd4j.create(10, 10);
         INDArray row = Nd4j.create(1, 5);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/LoneTest.java

@@ -51,9 +51,8 @@ import static org.junit.jupiter.api.Assertions.*;
 
 public class LoneTest extends BaseNd4jTestWithBackends {
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSoftmaxStability(Nd4jBackend backend) {
         INDArray input = Nd4j.create(new double[]{-0.75, 0.58, 0.42, 1.03, -0.61, 0.19, -0.37, -0.40, -1.42, -0.04}).reshape(1, -1).transpose();
 //        System.out.println("Input transpose " + Shape.shapeToString(input.shapeInfo()));
@@ -67,9 +66,8 @@ public class LoneTest extends BaseNd4jTestWithBackends {
         return 'c';
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testFlattenedView(Nd4jBackend backend) {
         int rows = 8;
         int cols = 8;
@@ -105,9 +103,8 @@ public class LoneTest extends BaseNd4jTestWithBackends {
         assertEquals(fAssertion, Nd4j.toFlattened('f', first));
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testIndexingColVec(Nd4jBackend backend) {
         int elements = 5;
         INDArray rowVector = Nd4j.linspace(1, elements, elements).reshape(1, elements);
@@ -126,9 +123,8 @@ public class LoneTest extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void concatScalarVectorIssue(Nd4jBackend backend) {
         //A bug was found when the first array that concat sees is a scalar and the rest vectors + scalars
         INDArray arr1 = Nd4j.create(1, 1);
@@ -138,9 +134,8 @@ public class LoneTest extends BaseNd4jTestWithBackends {
         assertTrue(arr4.sumNumber().floatValue() <= Nd4j.EPS_THRESHOLD);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void reshapeTensorMmul(Nd4jBackend backend) {
         INDArray a = Nd4j.linspace(1, 2, 12).reshape(2, 3, 2);
         INDArray b = Nd4j.linspace(3, 4, 4).reshape(2, 2);
@@ -152,9 +147,8 @@ public class LoneTest extends BaseNd4jTestWithBackends {
         INDArray c = Nd4j.tensorMmul(b, a, axes);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     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));
@@ -169,9 +163,8 @@ public class LoneTest extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRelu(Nd4jBackend backend) {
         INDArray aA = Nd4j.linspace(-3, 4, 8).reshape(2, 4);
         INDArray aD = Nd4j.linspace(-3, 4, 8).reshape(2, 4);
@@ -197,9 +190,8 @@ public class LoneTest extends BaseNd4jTestWithBackends {
         assertEquals(max - 1, currentArgMax);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRPF(Nd4jBackend backend) {
         val array = Nd4j.createFromArray(1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12).reshape(2, 2, 3);
 
@@ -212,9 +204,8 @@ public class LoneTest extends BaseNd4jTestWithBackends {
         log.info("TAD:\n{}", tad);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testConcat3D_Vstack_C(Nd4jBackend backend) {
         val shape = new long[]{1, 1000, 20};
 
@@ -244,9 +235,8 @@ public class LoneTest extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGetRow1(Nd4jBackend backend) {
         INDArray array = Nd4j.create(10000, 10000);
 
@@ -285,9 +275,8 @@ public class LoneTest extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void checkSliceofSlice(Nd4jBackend backend) {
         /*
             Issue 1: Slice of slice with c order and f order views are not equal
@@ -327,9 +316,8 @@ public class LoneTest extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void checkWithReshape(Nd4jBackend backend) {
         INDArray arr = Nd4j.create(1, 3);
         INDArray reshaped = arr.reshape('f', 3, 1);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/MmulBug.java

@@ -38,9 +38,8 @@ public class MmulBug extends BaseNd4jTestWithBackends {
         return 'c';
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void simpleTest(Nd4jBackend backend) {
         INDArray m1 = Nd4j.create(new double[][] {{1.0}, {2.0}, {3.0}, {4.0}});
 

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/NDArrayTestsFortran.java

@@ -63,9 +63,8 @@ import static org.junit.jupiter.api.Assertions.*;
 @Slf4j
 public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testScalarOps(Nd4jBackend backend) {
         INDArray n = Nd4j.create(Nd4j.ones(27).data(), new long[] {3, 3, 3});
         assertEquals(27d, n.length(), 1e-1);
@@ -83,9 +82,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testColumnMmul(Nd4jBackend backend) {
         DataBuffer data = Nd4j.linspace(1, 10, 18, DataType.FLOAT).data();
         INDArray x2 = Nd4j.create(data, new long[] {2, 3, 3});
@@ -116,9 +114,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRowVectorGemm(Nd4jBackend backend) {
         INDArray linspace = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(1, -1).castTo(DataType.DOUBLE);
         INDArray other = Nd4j.linspace(1, 16, 16, DataType.DOUBLE).reshape(4, 4).castTo(DataType.DOUBLE);
@@ -129,18 +126,16 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRepmat(Nd4jBackend backend) {
         INDArray rowVector = Nd4j.create(1, 4);
         INDArray repmat = rowVector.repmat(4, 4);
         assertTrue(Arrays.equals(new long[] {4, 16}, repmat.shape()));
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReadWrite() throws Exception {
         INDArray write = Nd4j.linspace(1, 4, 4, DataType.DOUBLE);
         ByteArrayOutputStream bos = new ByteArrayOutputStream();
@@ -155,9 +150,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReadWriteDouble() throws Exception {
         INDArray write = Nd4j.linspace(1, 4, 4, DataType.FLOAT);
         ByteArrayOutputStream bos = new ByteArrayOutputStream();
@@ -173,9 +167,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMultiThreading() throws Exception {
         ExecutorService ex = ExecutorServiceProvider.getExecutorService();
 
@@ -195,9 +188,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBroadcastingGenerated(Nd4jBackend backend) {
         int[][] broadcastShape = NDArrayCreationUtil.getRandomBroadCastShape(7, 6, 10);
         List<List<Pair<INDArray, String>>> broadCastList = new ArrayList<>(broadcastShape.length);
@@ -222,9 +214,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBroadCasting(Nd4jBackend backend) {
         INDArray first = Nd4j.arange(0, 3).reshape(3, 1).castTo(DataType.DOUBLE);
         INDArray ret = first.broadcast(3, 4);
@@ -237,18 +228,16 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testOneTensor(Nd4jBackend backend) {
         INDArray arr = Nd4j.ones(1, 1, 1, 1, 1, 1, 1);
         INDArray matrixToBroadcast = Nd4j.ones(1, 1);
         assertEquals(matrixToBroadcast.broadcast(arr.shape()), arr);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSortWithIndicesDescending(Nd4jBackend backend) {
         INDArray toSort = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(2, 2);
         //indices,data
@@ -259,9 +248,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
         assertEquals(shouldIndex, sorted[0],getFailureMessage());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSortDeadlock(Nd4jBackend backend) {
         val toSort = Nd4j.linspace(DataType.DOUBLE, 1, 32*768, 1).reshape(32, 768);
 
@@ -269,9 +257,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSortWithIndices(Nd4jBackend backend) {
         INDArray toSort = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(2, 2);
         //indices,data
@@ -282,18 +269,16 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
         assertEquals(shouldIndex, sorted[0],getFailureMessage());
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNd4jSortScalar(Nd4jBackend backend) {
         INDArray linspace = Nd4j.linspace(1, 8, 8, DataType.DOUBLE).reshape(1, -1);
         INDArray sorted = Nd4j.sort(linspace, 1, false);
 //        System.out.println(sorted);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSwapAxesFortranOrder(Nd4jBackend backend) {
         INDArray n = Nd4j.create(Nd4j.linspace(1, 30, 30, DataType.DOUBLE).data(), new long[] {3, 5, 2}).castTo(DataType.DOUBLE);
         for (int i = 0; i < n.slices(); i++) {
@@ -312,9 +297,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDimShuffle(Nd4jBackend backend) {
         INDArray n = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(2, 2);
         INDArray twoOneTwo = n.dimShuffle(new Object[] {0, 'x', 1}, new int[] {0, 1}, new boolean[] {false, false});
@@ -325,9 +309,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGetVsGetScalar(Nd4jBackend backend) {
         INDArray a = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(2, 2);
         float element = a.getFloat(0, 1);
@@ -340,9 +323,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDivide(Nd4jBackend backend) {
         INDArray two = Nd4j.create(new float[] {2, 2, 2, 2});
         INDArray div = two.div(two);
@@ -356,9 +338,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSigmoid(Nd4jBackend backend) {
         INDArray n = Nd4j.create(new float[] {1, 2, 3, 4});
         INDArray assertion = Nd4j.create(new float[] {0.73105858f, 0.88079708f, 0.95257413f, 0.98201379f});
@@ -367,9 +348,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNeg(Nd4jBackend backend) {
         INDArray n = Nd4j.create(new float[] {1, 2, 3, 4});
         INDArray assertion = Nd4j.create(new float[] {-1, -2, -3, -4});
@@ -379,9 +359,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testCosineSim(Nd4jBackend backend) {
         INDArray vec1 = Nd4j.create(new double[] {1, 2, 3, 4});
         INDArray vec2 = Nd4j.create(new double[] {1, 2, 3, 4});
@@ -396,9 +375,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testExp(Nd4jBackend backend) {
         INDArray n = Nd4j.create(new double[] {1, 2, 3, 4});
         INDArray assertion = Nd4j.create(new double[] {2.71828183f, 7.3890561f, 20.08553692f, 54.59815003f});
@@ -408,9 +386,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testScalar(Nd4jBackend backend) {
         INDArray a = Nd4j.scalar(1.0f);
         assertEquals(true, a.isScalar());
@@ -422,9 +399,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testWrap(Nd4jBackend backend) {
         int[] shape = {2, 4};
         INDArray d = Nd4j.linspace(1, 8, 8, DataType.DOUBLE).reshape(shape[0], shape[1]);
@@ -449,9 +425,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
         assertEquals(row22.columns(), 2);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGetRowFortran(Nd4jBackend backend) {
         INDArray n = Nd4j.create(Nd4j.linspace(1, 4, 4, DataType.FLOAT).data(), new long[] {2, 2});
         INDArray column = Nd4j.create(new float[] {1, 3});
@@ -464,9 +439,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGetColumnFortran(Nd4jBackend backend) {
         INDArray n = Nd4j.create(Nd4j.linspace(1, 4, 4, DataType.DOUBLE).data(), new long[] {2, 2});
         INDArray column = Nd4j.create(new double[] {1, 2});
@@ -480,9 +454,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGetColumns(Nd4jBackend backend) {
         INDArray matrix = Nd4j.linspace(1, 6, 6, DataType.DOUBLE).reshape(2, 3).castTo(DataType.DOUBLE);
 //        log.info("Original: {}", matrix);
@@ -496,9 +469,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testVectorInit(Nd4jBackend backend) {
         DataBuffer data = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).data();
         INDArray arr = Nd4j.create(data, new long[] {1, 4});
@@ -511,9 +483,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAssignOffset(Nd4jBackend backend) {
         INDArray arr = Nd4j.ones(5, 5);
         INDArray row = arr.slice(1);
@@ -521,9 +492,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
         assertEquals(Nd4j.ones(5), row);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testColumns(Nd4jBackend backend) {
         INDArray arr = Nd4j.create(new long[] {3, 2}).castTo(DataType.DOUBLE);
         INDArray column = Nd4j.create(new double[] {1, 2, 3});
@@ -561,9 +531,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testPutRow(Nd4jBackend backend) {
         INDArray d = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(2, 2);
         INDArray n = d.dup();
@@ -622,9 +591,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testInplaceTranspose(Nd4jBackend backend) {
         INDArray test = Nd4j.rand(3, 4);
         INDArray orig = test.dup();
@@ -639,9 +607,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMmulF(Nd4jBackend backend) {
 
         DataBuffer data = Nd4j.linspace(1, 10, 10, DataType.DOUBLE).data();
@@ -659,9 +626,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRowsColumns(Nd4jBackend backend) {
         DataBuffer data = Nd4j.linspace(1, 6, 6, DataType.DOUBLE).data();
         INDArray rows = Nd4j.create(data, new long[] {2, 3});
@@ -677,9 +643,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testTranspose(Nd4jBackend backend) {
         INDArray n = Nd4j.create(Nd4j.ones(100).castTo(DataType.DOUBLE).data(), new long[] {5, 5, 4});
         INDArray transpose = n.transpose();
@@ -707,9 +672,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAddMatrix(Nd4jBackend backend) {
         INDArray five = Nd4j.ones(5);
         five.addi(five.dup());
@@ -720,9 +684,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMMul(Nd4jBackend backend) {
         INDArray arr = Nd4j.create(new double[][] {{1, 2, 3}, {4, 5, 6}});
 
@@ -733,9 +696,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testPutSlice(Nd4jBackend backend) {
         INDArray n = Nd4j.linspace(1, 27, 27, DataType.DOUBLE).reshape(3, 3, 3);
         INDArray newSlice = Nd4j.create(DataType.DOUBLE, 3, 3);
@@ -746,9 +708,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRowVectorMultipleIndices(Nd4jBackend backend) {
         INDArray linear = Nd4j.create(DataType.DOUBLE, 1, 4);
         linear.putScalar(new long[] {0, 1}, 1);
@@ -757,9 +718,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDim1(Nd4jBackend backend) {
         INDArray sum = Nd4j.linspace(1, 2, 2, DataType.DOUBLE).reshape(2, 1);
         INDArray same = sum.dup();
@@ -767,9 +727,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testEps(Nd4jBackend backend) {
         val ones = Nd4j.ones(5);
         val res = Nd4j.createUninitialized(DataType.BOOL, 5);
@@ -777,9 +736,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testLogDouble(Nd4jBackend backend) {
         INDArray linspace = Nd4j.linspace(1, 6, 6, DataType.DOUBLE).castTo(DataType.DOUBLE);
         INDArray log = Transforms.log(linspace);
@@ -787,36 +745,32 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
         assertEquals(assertion, log);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testVectorSum(Nd4jBackend backend) {
         INDArray lin = Nd4j.linspace(1, 4, 4, DataType.DOUBLE);
         assertEquals(10.0, lin.sumNumber().doubleValue(), 1e-1);
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testVectorSum2(Nd4jBackend backend) {
         INDArray lin = Nd4j.create(new double[] {1, 2, 3, 4});
         assertEquals(10.0, lin.sumNumber().doubleValue(), 1e-1);
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testVectorSum3(Nd4jBackend backend) {
         INDArray lin = Nd4j.create(new double[] {1, 2, 3, 4});
         INDArray lin2 = Nd4j.create(new double[] {1, 2, 3, 4});
         assertEquals(lin, lin2);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSmallSum(Nd4jBackend backend) {
         INDArray base = Nd4j.create(new double[] {5.843333333333335, 3.0540000000000007});
         base.addi(1e-12);
@@ -827,9 +781,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testPermute(Nd4jBackend backend) {
         INDArray n = Nd4j.create(Nd4j.linspace(1, 20, 20, DataType.DOUBLE).data(), new long[] {5, 4});
         INDArray transpose = n.transpose();
@@ -858,9 +811,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAppendBias(Nd4jBackend backend) {
         INDArray rand = Nd4j.linspace(1, 25, 25, DataType.DOUBLE).reshape(1, -1).transpose();
         INDArray test = Nd4j.appendBias(rand);
@@ -868,9 +820,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
         assertEquals(assertion, test);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRand(Nd4jBackend backend) {
         INDArray rand = Nd4j.randn(5, 5);
         Nd4j.getDistributions().createUniform(0.4, 4).sample(5);
@@ -882,9 +833,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testIdentity(Nd4jBackend backend) {
         INDArray eye = Nd4j.eye(5);
         assertTrue(Arrays.equals(new long[] {5, 5}, eye.shape()));
@@ -895,9 +845,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testColumnVectorOpsFortran(Nd4jBackend backend) {
         INDArray twoByTwo = Nd4j.create(new float[] {1, 2, 3, 4}, new long[] {2, 2});
         INDArray toAdd = Nd4j.create(new float[] {1, 2}, new long[] {2, 1});
@@ -908,9 +857,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRSubi(Nd4jBackend backend) {
         INDArray n2 = Nd4j.ones(2);
         INDArray n2Assertion = Nd4j.zeros(2);
@@ -920,9 +868,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAssign(Nd4jBackend backend) {
         INDArray vector = Nd4j.linspace(1, 5, 5, DataType.DOUBLE);
         vector.assign(1);
@@ -939,9 +886,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
         assertEquals(tensor, ones);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAddScalar(Nd4jBackend backend) {
         INDArray div = Nd4j.valueArrayOf(new long[] {1, 4}, 4.0);
         INDArray rdiv = div.add(1);
@@ -949,9 +895,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
         assertEquals(answer, rdiv);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRdivScalar(Nd4jBackend backend) {
         INDArray div = Nd4j.valueArrayOf(new long[] {1, 4}, 4.0);
         INDArray rdiv = div.rdiv(1);
@@ -959,9 +904,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
         assertEquals(rdiv, answer);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRDivi(Nd4jBackend backend) {
         INDArray n2 = Nd4j.valueArrayOf(new long[] {1, 2}, 4.0);
         INDArray n2Assertion = Nd4j.valueArrayOf(new long[] {1, 2}, 0.5);
@@ -971,9 +915,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNumVectorsAlongDimension(Nd4jBackend backend) {
         INDArray arr = Nd4j.linspace(1, 24, 24, DataType.DOUBLE).reshape(4, 3, 2);
         assertEquals(12, arr.vectorsAlongDimension(2));
@@ -981,9 +924,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBroadCast(Nd4jBackend backend) {
         INDArray n = Nd4j.linspace(1, 4, 4, DataType.DOUBLE);
         INDArray broadCasted = n.broadcast(5, 4);
@@ -1005,9 +947,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
         assertTrue(Arrays.equals(new long[] {1, 2, 36, 36}, broadCasted3.shape()));
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMatrix(Nd4jBackend backend) {
         INDArray arr = Nd4j.create(new double[] {1, 2, 3, 4}, new long[] {2, 2});
         INDArray brr = Nd4j.create(new double[] {5, 6}, new long[] {2});
@@ -1017,9 +958,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testPutRowGetRowOrdering(Nd4jBackend backend) {
         INDArray row1 = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(2, 2);
         INDArray put = Nd4j.create(new double[] {5, 6});
@@ -1041,9 +981,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSumWithRow1(Nd4jBackend backend) {
         //Works:
         INDArray array2d = Nd4j.ones(1, 10);
@@ -1074,9 +1013,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
         array5d.sum(4); //java.lang.IllegalArgumentException: Illegal index 10000 derived from 9 with offset of 1000 and stride of 1000
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSumWithRow2(Nd4jBackend backend) {
         //All sums in this method execute without exceptions.
         INDArray array3d = Nd4j.ones(2, 10, 10);
@@ -1099,9 +1037,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testPutRowFortran(Nd4jBackend backend) {
         INDArray row1 = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(2, 2).castTo(DataType.DOUBLE);
         INDArray put = Nd4j.create(new double[] {5, 6});
@@ -1114,9 +1051,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testElementWiseOps(Nd4jBackend backend) {
         INDArray n1 = Nd4j.scalar(1);
         INDArray n2 = Nd4j.scalar(2);
@@ -1139,9 +1075,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRollAxis(Nd4jBackend backend) {
         INDArray toRoll = Nd4j.ones(3, 4, 5, 6);
         assertArrayEquals(new long[] {3, 6, 4, 5}, Nd4j.rollAxis(toRoll, 3, 1).shape());
@@ -1163,9 +1098,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNegativeShape(Nd4jBackend backend) {
         INDArray linspace = Nd4j.linspace(1, 4, 4, DataType.DOUBLE);
         INDArray reshaped = linspace.reshape(-1, 2);
@@ -1177,9 +1111,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGetColumnGetRow(Nd4jBackend backend) {
         INDArray row = Nd4j.ones(1, 5);
         for (int i = 0; i < 5; i++) {
@@ -1194,9 +1127,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDupAndDupWithOrder(Nd4jBackend backend) {
         List<Pair<INDArray, String>> testInputs = NDArrayCreationUtil.getAllTestMatricesWithShape(4, 5, 123, DataType.DOUBLE);
         int count = 0;
@@ -1218,9 +1150,8 @@ public class NDArrayTestsFortran extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testToOffsetZeroCopy(Nd4jBackend backend) {
         List<Pair<INDArray, String>> testInputs = NDArrayCreationUtil.getAllTestMatricesWithShape(4, 5, 123, DataType.DOUBLE);
 

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/Nd4jTestsComparisonC.java

@@ -69,9 +69,8 @@ public class Nd4jTestsComparisonC extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGemmWithOpsCommonsMath(Nd4jBackend backend) {
         List<Pair<INDArray, String>> first = NDArrayCreationUtil.getAllTestMatricesWithShape(3, 5, SEED, DataType.DOUBLE);
         List<Pair<INDArray, String>> firstT = NDArrayCreationUtil.getAllTestMatricesWithShape(5, 3, SEED, DataType.DOUBLE);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/Nd4jTestsComparisonFortran.java

@@ -71,9 +71,8 @@ public class Nd4jTestsComparisonFortran extends BaseNd4jTestWithBackends {
         return 'f';
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testCrash(Nd4jBackend backend) {
         INDArray array3d = Nd4j.ones(1, 10, 10);
         Nd4j.getExecutioner().getTADManager().getTADOnlyShapeInfo(array3d, 0);
@@ -83,9 +82,8 @@ public class Nd4jTestsComparisonFortran extends BaseNd4jTestWithBackends {
         Nd4j.getExecutioner().getTADManager().getTADOnlyShapeInfo(array4d, 0);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMmulWithOpsCommonsMath(Nd4jBackend backend) {
         List<Pair<INDArray, String>> first = NDArrayCreationUtil.getAllTestMatricesWithShape(3, 5, SEED, DataType.DOUBLE);
         List<Pair<INDArray, String>> second = NDArrayCreationUtil.getAllTestMatricesWithShape(5, 4, SEED, DataType.DOUBLE);
@@ -100,9 +98,8 @@ public class Nd4jTestsComparisonFortran extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGemmWithOpsCommonsMath(Nd4jBackend backend) {
         List<Pair<INDArray, String>> first = NDArrayCreationUtil.getAllTestMatricesWithShape(3, 5, SEED, DataType.DOUBLE);
         List<Pair<INDArray, String>> firstT = NDArrayCreationUtil.getAllTestMatricesWithShape(5, 3, SEED, DataType.DOUBLE);
@@ -158,9 +155,8 @@ public class Nd4jTestsComparisonFortran extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGemvApacheCommons(Nd4jBackend backend) {
 
         int[] rowsArr = new int[] {4, 4, 4, 8, 8, 8};
@@ -215,9 +211,8 @@ public class Nd4jTestsComparisonFortran extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAddSubtractWithOpsCommonsMath(Nd4jBackend backend) {
         List<Pair<INDArray, String>> first = NDArrayCreationUtil.getAllTestMatricesWithShape(3, 5, SEED, DataType.DOUBLE);
         List<Pair<INDArray, String>> second = NDArrayCreationUtil.getAllTestMatricesWithShape(3, 5, SEED, DataType.DOUBLE);
@@ -235,9 +230,8 @@ public class Nd4jTestsComparisonFortran extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMulDivOnCheckUtilMatrices(Nd4jBackend backend) {
         List<Pair<INDArray, String>> first = NDArrayCreationUtil.getAllTestMatricesWithShape(3, 5, SEED, DataType.DOUBLE);
         List<Pair<INDArray, String>> second = NDArrayCreationUtil.getAllTestMatricesWithShape(3, 5, SEED, DataType.DOUBLE);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/Nd4jTestsF.java

@@ -42,9 +42,8 @@ public class Nd4jTestsF extends BaseNd4jTestWithBackends {
 
     DataType initialType = Nd4j.dataType();
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testConcat3D_Vstack_F(Nd4jBackend backend) {
         //Nd4j.getExecutioner().enableVerboseMode(true);
         //Nd4j.getExecutioner().enableDebugMode(true);
@@ -76,9 +75,8 @@ public class Nd4jTestsF extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSlice_1(Nd4jBackend backend) {
         val arr = Nd4j.linspace(1,4, 4, DataType.DOUBLE).reshape(2, 2, 1);
         val exp0 = Nd4j.create(new double[]{1, 3}, new int[] {2, 1});

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/ShufflesTests.java

@@ -32,15 +32,14 @@ import org.nd4j.common.util.ArrayUtil;
 
 import java.util.*;
 
-import static junit.framework.TestCase.assertTrue;
+
 import static org.junit.jupiter.api.Assertions.*;
 
 
 public class ShufflesTests extends BaseNd4jTestWithBackends {
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSimpleShuffle1(Nd4jBackend backend) {
         INDArray array = Nd4j.zeros(10, 10);
         for (int x = 0; x < 10; x++) {
@@ -62,9 +61,8 @@ public class ShufflesTests extends BaseNd4jTestWithBackends {
         assertTrue(scanner.compareRow(array));
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSimpleShuffle2(Nd4jBackend backend) {
         INDArray array = Nd4j.zeros(10, 10);
         for (int x = 0; x < 10; x++) {
@@ -79,9 +77,8 @@ public class ShufflesTests extends BaseNd4jTestWithBackends {
         assertTrue(scanner.compareColumn(array));
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSimpleShuffle3(Nd4jBackend backend) {
         INDArray array = Nd4j.zeros(11, 10);
         for (int x = 0; x < 11; x++) {
@@ -97,9 +94,8 @@ public class ShufflesTests extends BaseNd4jTestWithBackends {
         assertTrue(scanner.compareRow(array));
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSymmetricShuffle1(Nd4jBackend backend) {
         INDArray features = Nd4j.zeros(10, 10);
         INDArray labels = Nd4j.zeros(10, 3);
@@ -137,9 +133,8 @@ public class ShufflesTests extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSymmetricShuffle2(Nd4jBackend backend) {
         INDArray features = Nd4j.zeros(10, 10, 20);
         INDArray labels = Nd4j.zeros(10, 10, 3);
@@ -177,9 +172,8 @@ public class ShufflesTests extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSymmetricShuffle3(Nd4jBackend backend) {
         INDArray features = Nd4j.zeros(10, 10, 20);
         INDArray featuresMask = Nd4j.zeros(10, 20);
@@ -244,9 +238,8 @@ public class ShufflesTests extends BaseNd4jTestWithBackends {
      * There's SMALL chance this test will randomly fail, since spread isn't too big
      * @throws Exception
      */
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testHalfVectors1(Nd4jBackend backend) {
         int[] array1 = ArrayUtil.buildHalfVector(new Random(12), 20);
         int[] array2 = ArrayUtil.buildHalfVector(new Random(75), 20);
@@ -267,9 +260,8 @@ public class ShufflesTests extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testInterleavedVector1(Nd4jBackend backend) {
         int[] array1 = ArrayUtil.buildInterleavedVector(new Random(12), 20);
         int[] array2 = ArrayUtil.buildInterleavedVector(new Random(75), 20);
@@ -290,9 +282,8 @@ public class ShufflesTests extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testInterleavedVector3(Nd4jBackend backend) {
         for (int e = 0; e < 1000; e++) {
             int length = e + 256; //RandomUtils.nextInt(121, 2073);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/TestEigen.java

@@ -54,9 +54,8 @@ public class TestEigen extends BaseNd4jTestWithBackends {
 
     // test of functions added by Luke Czapla
     // Compares solution of A x = L x  to solution to A x = L B x when it is simple
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void test2Syev(Nd4jBackend backend) {
         for(DataType dt : new DataType[]{DataType.DOUBLE, DataType.FLOAT, DataType.HALF}) {
             Nd4j.setDefaultDataTypes(dt, dt);
@@ -75,9 +74,8 @@ public class TestEigen extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSyev(Nd4jBackend backend) {
         for(DataType dt : new DataType[]{DataType.DOUBLE, DataType.FLOAT, DataType.HALF}) {
             //log.info("Datatype: {}", dt);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/ToStringTest.java

@@ -37,9 +37,8 @@ import org.nd4j.common.util.ArrayUtil;
 @Slf4j
 public class ToStringTest extends BaseNd4jTestWithBackends {
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testToString(Nd4jBackend backend) throws Exception {
         assertEquals("[         1,         2,         3]",
                 Nd4j.createFromArray(1, 2, 3).toString());
@@ -57,9 +56,8 @@ public class ToStringTest extends BaseNd4jTestWithBackends {
                 Nd4j.createFromArray(1, 2, 3, 4, 5, 6, 7, 8).toString(6, true, 1));
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testToStringScalars(){
         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"};

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/activations/TestActivation.java

@@ -53,8 +53,9 @@ import java.util.Arrays;
 import java.util.Iterator;
 import java.util.List;
 
-import static junit.framework.TestCase.assertTrue;
+
 import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertTrue;
 
 
 public class TestActivation extends BaseNd4jTestWithBackends {
@@ -76,9 +77,8 @@ public class TestActivation extends BaseNd4jTestWithBackends {
         mapper.enable(SerializationFeature.INDENT_OUTPUT);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRelu(Nd4jBackend backend){
 
         Double[] max = {null, 6.0, 2.5, 5.0};
@@ -130,9 +130,8 @@ public class TestActivation extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testJson(Nd4jBackend backend) throws Exception {
 
         IActivation[] activations = new IActivation[] {new ActivationCube(), new ActivationELU(0.25),
@@ -179,7 +178,7 @@ public class TestActivation extends BaseNd4jTestWithBackends {
 
             for (String s : expFields) {
                 msg = "Expected field \"" + s + "\", was not found in " + activations[i].toString();
-                assertTrue(msg, actualFieldsByName.contains(s));
+                assertTrue(actualFieldsByName.contains(s),msg);
             }
 
             //Test conversion from JSON:

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/TestBackend.java

@@ -30,9 +30,8 @@ import static org.junit.jupiter.api.Assertions.assertFalse;
 public class TestBackend extends BaseNd4jTestWithBackends {
 
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testBuildInfo(Nd4jBackend backend){
         System.out.println("Backend build info: " +  backend.buildInfo());
     }

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/TestEnvironment.java

@@ -37,9 +37,8 @@ public class TestEnvironment extends BaseNd4jTestWithBackends {
         return 'c';
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testEnvironment(Nd4jBackend backend){
         Environment e = Nd4j.getEnvironment();
         System.out.println("BLAS version: " + e.blasMajorVersion() + "." + e.blasMinorVersion() + "." + e.blasPatchVersion());

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/TestNDArrayCreation.java

@@ -44,9 +44,8 @@ import static org.junit.jupiter.api.Assertions.*;
 @Slf4j
 public class TestNDArrayCreation extends BaseNd4jTestWithBackends {
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBufferCreation(Nd4jBackend backend) {
         DataBuffer dataBuffer = Nd4j.createBuffer(new float[] {1, 2});
         Pointer pointer = dataBuffer.pointer();
@@ -68,7 +67,7 @@ public class TestNDArrayCreation extends BaseNd4jTestWithBackends {
     @Test
     @Disabled
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testCreateNpy() throws Exception {
         INDArray arrCreate = Nd4j.createFromNpyFile(new ClassPathResource("nd4j-tests/test.npy").getFile());
         assertEquals(2, arrCreate.size(0));
@@ -83,7 +82,7 @@ public class TestNDArrayCreation extends BaseNd4jTestWithBackends {
     @Test
     @Disabled
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testCreateNpz(Nd4jBackend backend) throws Exception {
         Map<String, INDArray> map = Nd4j.createFromNpzFile(new ClassPathResource("nd4j-tests/test.npz").getFile());
         assertEquals(true, map.containsKey("x"));

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/TestNDArrayCreationUtil.java

@@ -35,9 +35,8 @@ import static org.junit.jupiter.api.Assertions.assertArrayEquals;
 public class TestNDArrayCreationUtil extends BaseNd4jTestWithBackends {
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testShapes() {
 
         long[] shape2d = {2, 3};

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/TestNamespaces.java

@@ -32,9 +32,8 @@ import org.nd4j.linalg.factory.Nd4jBackend;
 public class TestNamespaces extends BaseNd4jTestWithBackends {
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBitwiseSimple(Nd4jBackend backend){
 
         INDArray x = Nd4j.rand(DataType.FLOAT, 1, 5).muli(100000).castTo(DataType.INT);
@@ -50,9 +49,8 @@ public class TestNamespaces extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testMathSimple(Nd4jBackend backend) {
         INDArray x = Nd4j.rand(DataType.FLOAT, 1, 5).muli(2).subi(1);
         INDArray abs = Nd4j.math.abs(x);
@@ -67,9 +65,8 @@ public class TestNamespaces extends BaseNd4jTestWithBackends {
 //        System.out.println(cm);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testRandomSimple(Nd4jBackend backend){
         INDArray normal = Nd4j.random.normal(0, 1, DataType.FLOAT, 10);
 //        System.out.println(normal);
@@ -77,9 +74,8 @@ public class TestNamespaces extends BaseNd4jTestWithBackends {
 //        System.out.println(uniform);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNeuralNetworkSimple(Nd4jBackend backend){
         INDArray out = Nd4j.nn.elu(Nd4j.random.normal(0, 1, DataType.FLOAT, 10));
 //        System.out.println(out);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/blas/LapackTest.java

@@ -36,9 +36,8 @@ import static org.junit.jupiter.api.Assertions.assertEquals;
 public class LapackTest extends BaseNd4jTestWithBackends {
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testQRSquare(Nd4jBackend backend) {
         INDArray A = Nd4j.create(new double[] {1, 2, 3, 4, 5, 6, 7, 8, 9});
         A = A.reshape('c', 3, 3);
@@ -56,9 +55,8 @@ public class LapackTest extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testQRRect(Nd4jBackend backend) {
         INDArray A = Nd4j.create(new double[] {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12});
         A = A.reshape('f', 4, 3);
@@ -76,9 +74,8 @@ public class LapackTest extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testCholeskyL(Nd4jBackend backend) {
         INDArray A = Nd4j.create(new double[] {2, -1, 1, -1, 2, -1, 1, -1, 2,});
         A = A.reshape('c', 3, 3);
@@ -95,9 +92,8 @@ public class LapackTest extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testCholeskyU(Nd4jBackend backend) {
         INDArray A = Nd4j.create(new double[] {3, -1, 2, -1, 3, -1, 2, -1, 3,});
         A = A.reshape('f', 3, 3);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/blas/Level1Test.java

@@ -39,9 +39,8 @@ import static org.junit.jupiter.api.Assertions.assertEquals;
 
 public class Level1Test extends BaseNd4jTestWithBackends {
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDot(Nd4jBackend backend) {
         INDArray vec1 = Nd4j.create(new float[] {1, 2, 3, 4});
         INDArray vec2 = Nd4j.create(new float[] {1, 2, 3, 4});
@@ -54,9 +53,8 @@ public class Level1Test extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAxpy(Nd4jBackend backend) {
         INDArray matrix = Nd4j.linspace(1, 4, 4, DataType.DOUBLE).reshape(2, 2);
         INDArray row = matrix.getRow(1);
@@ -65,9 +63,8 @@ public class Level1Test extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAxpy2(Nd4jBackend backend) {
         val rowX = Nd4j.create(new double[]{1, 2, 3, 4});
         val rowY = Nd4j.create(new double[]{1, 2, 3, 4});

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/blas/Level2Test.java

@@ -34,9 +34,8 @@ import static org.junit.jupiter.api.Assertions.assertEquals;
 
 public class Level2Test extends BaseNd4jTestWithBackends {
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGemv1(Nd4jBackend backend) {
         INDArray array1 = Nd4j.linspace(1, 1000, 1000).reshape(10, 100);
         INDArray array2 = Nd4j.linspace(1, 100, 100).reshape(100, 1);
@@ -50,9 +49,8 @@ public class Level2Test extends BaseNd4jTestWithBackends {
         assertEquals(1853350f, array3.getFloat(3), 0.001f);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGemv2(Nd4jBackend backend) {
         INDArray array1 = Nd4j.linspace(1, 1000, 1000).reshape(10, 100);
         INDArray array2 = Nd4j.linspace(1, 100, 100).reshape('f', 100, 1);
@@ -66,9 +64,8 @@ public class Level2Test extends BaseNd4jTestWithBackends {
         assertEquals(1853350f, array3.getFloat(3), 0.001f);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGemv3(Nd4jBackend backend) {
         INDArray array1 = Nd4j.linspace(1, 1000, 1000).reshape('f', 10, 100);
         INDArray array2 = Nd4j.linspace(1, 100, 100).reshape('f', 100, 1);
@@ -82,9 +79,8 @@ public class Level2Test extends BaseNd4jTestWithBackends {
         assertEquals(3353200f, array3.getFloat(3), 0.001f);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGemv4(Nd4jBackend backend) {
         INDArray array1 = Nd4j.linspace(1, 1000, 1000).reshape('f', 10, 100);
         INDArray array2 = Nd4j.linspace(1, 100, 100).reshape(100, 1);
@@ -98,9 +94,8 @@ public class Level2Test extends BaseNd4jTestWithBackends {
         assertEquals(3353200f, array3.getFloat(3), 0.001f);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGemv5(Nd4jBackend backend) {
         INDArray array1 = Nd4j.linspace(1, 1000, 1000).reshape(10, 100);
         INDArray array2 = Nd4j.linspace(1, 100, 100).reshape(100, 1);
@@ -116,9 +111,8 @@ public class Level2Test extends BaseNd4jTestWithBackends {
         assertEquals(1853350f, array3.getFloat(3), 0.001f);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGemv6(Nd4jBackend backend) {
         INDArray array1 = Nd4j.linspace(1, 1000, 1000).reshape('f', 10, 100);
         INDArray array2 = Nd4j.linspace(1, 100, 100).reshape(100, 1);
@@ -134,9 +128,8 @@ public class Level2Test extends BaseNd4jTestWithBackends {
         assertEquals(3353200f, array3.getFloat(3), 0.001f);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGemv7(Nd4jBackend backend) {
         INDArray array1 = Nd4j.linspace(1, 1000, 1000).reshape('f', 10, 100);
         INDArray array2 = Nd4j.linspace(1, 100, 100).reshape(100, 1);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/blas/Level3Test.java

@@ -34,9 +34,8 @@ import static org.junit.jupiter.api.Assertions.assertEquals;
 
 public class Level3Test extends BaseNd4jTestWithBackends {
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGemm1(Nd4jBackend backend) {
         INDArray array1 = Nd4j.linspace(1, 100, 100).reshape(1, 100);
         INDArray array2 = Nd4j.linspace(1, 100, 100).reshape(100, 1);
@@ -46,9 +45,8 @@ public class Level3Test extends BaseNd4jTestWithBackends {
         assertEquals(338350f, array3.getFloat(0), 0.001f);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGemm2(Nd4jBackend backend) {
         INDArray array1 = Nd4j.linspace(1, 100, 100).reshape('f', 1, 100);
         INDArray array2 = Nd4j.linspace(1, 100, 100).reshape('f', 100, 1);
@@ -58,9 +56,8 @@ public class Level3Test extends BaseNd4jTestWithBackends {
         assertEquals(338350f, array3.getFloat(0), 0.001f);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGemm3(Nd4jBackend backend) {
         INDArray array1 = Nd4j.linspace(1, 1000, 1000).reshape(10, 100);
         INDArray array2 = Nd4j.linspace(1, 1000, 1000).reshape(100, 10);
@@ -78,9 +75,8 @@ public class Level3Test extends BaseNd4jTestWithBackends {
         assertEquals(8328150.0f, array3.data().getFloat(21), 0.001f);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGemm4(Nd4jBackend backend) {
         INDArray array1 = Nd4j.linspace(1, 1000, 1000).reshape(10, 100);
         INDArray array2 = Nd4j.linspace(1, 1000, 1000).reshape('f', 100, 10);
@@ -97,9 +93,8 @@ public class Level3Test extends BaseNd4jTestWithBackends {
         assertEquals(3853350f, array3.data().getFloat(21), 0.001f);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGemm5(Nd4jBackend backend) {
         INDArray array1 = Nd4j.linspace(1, 1000, 1000).reshape('f', 10, 100);
         INDArray array2 = Nd4j.linspace(1, 1000, 1000).reshape(100, 10);
@@ -113,9 +108,8 @@ public class Level3Test extends BaseNd4jTestWithBackends {
         assertEquals(3.3835E7f, array3.data().getFloat(99), 10f);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGemm6(Nd4jBackend backend) {
         INDArray array1 = Nd4j.linspace(1, 1000, 1000).reshape('f', 10, 100);
         INDArray array2 = Nd4j.linspace(1, 1000, 1000).reshape('f', 100, 10);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/blas/params/ParamsTestsF.java

@@ -37,9 +37,8 @@ import static org.junit.jupiter.api.Assertions.assertEquals;
 
 public class ParamsTestsF extends BaseNd4jTestWithBackends {
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGemm (Nd4jBackend backend) {
         INDArray a = Nd4j.create(2, 2);
         INDArray b = Nd4j.create(2, 3);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/buffer/DataBufferTests.java

@@ -53,7 +53,7 @@ public class DataBufferTests extends BaseNd4jTestWithBackends {
     @Test
     @Disabled("AB 2019/06/03 - CI issue: \"CUDA stream synchronization failed\" - see issue 7657")
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNoArgCreateBufferFromArray(Nd4jBackend backend) {
 
         //Tests here:
@@ -279,9 +279,8 @@ public class DataBufferTests extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testCreateTypedBuffer(Nd4jBackend backend) {
 
         WorkspaceConfiguration initialConfig = WorkspaceConfiguration.builder().initialSize(10 * 1024L * 1024L)
@@ -351,9 +350,8 @@ public class DataBufferTests extends BaseNd4jTestWithBackends {
         }
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAsBytes(Nd4jBackend backend) {
         INDArray orig = Nd4j.linspace(DataType.INT, 0, 10, 1);
 
@@ -408,9 +406,8 @@ public class DataBufferTests extends BaseNd4jTestWithBackends {
     }
 
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testEnsureLocation(){
         //https://github.com/eclipse/deeplearning4j/issues/8783
         Nd4j.create(1);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/buffer/DataTypeValidationTests.java

@@ -72,7 +72,7 @@ public class DataTypeValidationTests extends BaseNd4jTestWithBackends {
      */
     @Test()
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBlasValidation1(Nd4jBackend backend) {
        assertThrows(ND4JIllegalStateException.class,() -> {
            INDArray x = Nd4j.create(10);
@@ -91,7 +91,7 @@ public class DataTypeValidationTests extends BaseNd4jTestWithBackends {
      */
     @Test()
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBlasValidation2(Nd4jBackend backend) {
         assertThrows(RuntimeException.class,() -> {
             INDArray a = Nd4j.create(100, 10);
@@ -111,7 +111,7 @@ public class DataTypeValidationTests extends BaseNd4jTestWithBackends {
      */
     @Test()
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBlasValidation3(Nd4jBackend backend) {
        assertThrows(IllegalStateException.class,() -> {
            INDArray x = Nd4j.create(100, 100);

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/buffer/DoubleDataBufferTest.java

@@ -76,9 +76,8 @@ public class DoubleDataBufferTest extends BaseNd4jTestWithBackends {
         DataTypeUtil.setDTypeForContext(initialType);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testPointerCreation(Nd4jBackend backend) {
         DoublePointer floatPointer = new DoublePointer(1, 2, 3, 4);
         Indexer indexer = DoubleIndexer.create(floatPointer);
@@ -87,9 +86,8 @@ public class DoubleDataBufferTest extends BaseNd4jTestWithBackends {
         assertArrayEquals(other.asDouble(), buffer.asDouble(), 0.001);
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testGetSet(Nd4jBackend backend) {
         double[] d1 = new double[] {1, 2, 3, 4};
         DataBuffer d = Nd4j.createBuffer(d1);
@@ -100,9 +98,8 @@ public class DoubleDataBufferTest extends BaseNd4jTestWithBackends {
 
 
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testSerialization2() throws Exception {
         INDArray[] arr = new INDArray[] {Nd4j.ones(1, 10),
                 //      Nd4j.ones(5,10).getRow(2)
@@ -130,9 +127,8 @@ public class DoubleDataBufferTest extends BaseNd4jTestWithBackends {
     }
 
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testSerialization(@TempDir Path testDir) throws Exception {
         File dir = testDir.toFile();
         DataBuffer buf = Nd4j.createBuffer(5);
@@ -154,9 +150,8 @@ public class DoubleDataBufferTest extends BaseNd4jTestWithBackends {
     }
 
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testDup(Nd4jBackend backend) {
         double[] d1 = new double[] {1, 2, 3, 4};
         DataBuffer d = Nd4j.createBuffer(d1);
@@ -166,9 +161,8 @@ public class DoubleDataBufferTest extends BaseNd4jTestWithBackends {
 
 
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testPut(Nd4jBackend backend) {
         double[] d1 = new double[] {1, 2, 3, 4};
         DataBuffer d = Nd4j.createBuffer(d1);
@@ -179,9 +173,8 @@ public class DoubleDataBufferTest extends BaseNd4jTestWithBackends {
     }
 
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testGetRange(Nd4jBackend backend) {
         DataBuffer buffer = Nd4j.linspace(1, 5, 5, DataType.DOUBLE).data();
         double[] get = buffer.getDoublesAt(0, 3);
@@ -196,9 +189,8 @@ public class DoubleDataBufferTest extends BaseNd4jTestWithBackends {
 
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testGetOffsetRange(Nd4jBackend backend) {
         DataBuffer buffer = Nd4j.linspace(1, 5, 5, DataType.DOUBLE).data();
         double[] get = buffer.getDoublesAt(1, 3);
@@ -213,9 +205,8 @@ public class DoubleDataBufferTest extends BaseNd4jTestWithBackends {
 
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testAssign(Nd4jBackend backend) {
         DataBuffer assertion = Nd4j.createBuffer(new double[] {1, 2, 3});
         DataBuffer one = Nd4j.createBuffer(new double[] {1});
@@ -226,9 +217,8 @@ public class DoubleDataBufferTest extends BaseNd4jTestWithBackends {
     }
 
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testOffset(Nd4jBackend backend) {
         DataBuffer create = Nd4j.createBuffer(new double[] {1, 2, 3, 4}, 2);
         assertEquals(2, create.length());
@@ -238,9 +228,8 @@ public class DoubleDataBufferTest extends BaseNd4jTestWithBackends {
 
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testReallocation(Nd4jBackend backend) {
         DataBuffer buffer = Nd4j.createBuffer(new double[] {1, 2, 3, 4});
         assertEquals(4, buffer.capacity());
@@ -250,9 +239,8 @@ public class DoubleDataBufferTest extends BaseNd4jTestWithBackends {
         assertArrayEquals(old, Arrays.copyOf(buffer.asDouble(), 4), 1e-1);
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testReallocationWorkspace(Nd4jBackend backend) {
         WorkspaceConfiguration initialConfig = WorkspaceConfiguration.builder().initialSize(10 * 1024L * 1024L)
                 .policyAllocation(AllocationPolicy.STRICT).policyLearning(LearningPolicy.NONE).build();
@@ -269,9 +257,8 @@ public class DoubleDataBufferTest extends BaseNd4jTestWithBackends {
 
     }
 
-      @Test
+      @ParameterizedTest
-    @ParameterizedTest
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
     public void testAddressPointer(){
         if( Nd4j.getExecutioner().type() !=  OpExecutioner.ExecutionerType.NATIVE_CPU ){
             return;

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/buffer/FloatDataBufferTest.java

@@ -72,9 +72,8 @@ public class FloatDataBufferTest extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testPointerCreation(Nd4jBackend backend) {
         FloatPointer floatPointer = new FloatPointer(1, 2, 3, 4);
         Indexer indexer = FloatIndexer.create(floatPointer);
@@ -83,9 +82,8 @@ public class FloatDataBufferTest extends BaseNd4jTestWithBackends {
         assertArrayEquals(other.asFloat(), buffer.asFloat(), 0.001f);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGetSet(Nd4jBackend backend) {
         float[] d1 = new float[] {1, 2, 3, 4};
         DataBuffer d = Nd4j.createBuffer(d1);
@@ -96,9 +94,8 @@ public class FloatDataBufferTest extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSerialization(@TempDir Path tempDir,Nd4jBackend backend) throws Exception {
         File dir = tempDir.toFile();
         DataBuffer buf = Nd4j.createBuffer(5);
@@ -119,9 +116,8 @@ public class FloatDataBufferTest extends BaseNd4jTestWithBackends {
         assertArrayEquals(buf.asFloat(), buf2.asFloat(), 0.0001f);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testDup(Nd4jBackend backend) {
         float[] d1 = new float[] {1, 2, 3, 4};
         DataBuffer d = Nd4j.createBuffer(d1);
@@ -129,9 +125,8 @@ public class FloatDataBufferTest extends BaseNd4jTestWithBackends {
         assertArrayEquals(d.asFloat(), d2.asFloat(), 0.001f);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testToNio(Nd4jBackend backend) {
         DataBuffer buff = Nd4j.createTypedBuffer(new double[] {1, 2, 3, 4}, DataType.FLOAT);
         assertEquals(4, buff.length());
@@ -143,9 +138,8 @@ public class FloatDataBufferTest extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testPut(Nd4jBackend backend) {
         float[] d1 = new float[] {1, 2, 3, 4};
         DataBuffer d = Nd4j.createBuffer(d1);
@@ -156,9 +150,8 @@ public class FloatDataBufferTest extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGetRange(Nd4jBackend backend) {
         DataBuffer buffer = Nd4j.linspace(1, 5, 5).data();
         float[] get = buffer.getFloatsAt(0, 3);
@@ -174,9 +167,8 @@ public class FloatDataBufferTest extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGetOffsetRange(Nd4jBackend backend) {
         DataBuffer buffer = Nd4j.linspace(1, 5, 5).data();
         float[] get = buffer.getFloatsAt(1, 3);
@@ -193,9 +185,8 @@ public class FloatDataBufferTest extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAsBytes(Nd4jBackend backend) {
         INDArray arr = Nd4j.create(5);
         byte[] d = arr.data().asBytes();
@@ -205,9 +196,8 @@ public class FloatDataBufferTest extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAssign(Nd4jBackend backend) {
         DataBuffer assertion = Nd4j.createBuffer(new double[] {1, 2, 3});
         DataBuffer one = Nd4j.createBuffer(new double[] {1});
@@ -217,9 +207,8 @@ public class FloatDataBufferTest extends BaseNd4jTestWithBackends {
         assertArrayEquals(assertion.asFloat(), blank.asFloat(), 0.0001f);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReadWrite(Nd4jBackend backend) throws Exception {
         DataBuffer assertion = Nd4j.createBuffer(new double[] {1, 2, 3});
         ByteArrayOutputStream bos = new ByteArrayOutputStream();
@@ -233,9 +222,8 @@ public class FloatDataBufferTest extends BaseNd4jTestWithBackends {
         assertArrayEquals(assertion.asFloat(), clone.asFloat(), 0.0001f);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testOffset(Nd4jBackend backend) {
         DataBuffer create = Nd4j.createBuffer(new float[] {1, 2, 3, 4}, 2);
         assertEquals(2, create.length());
@@ -245,9 +233,8 @@ public class FloatDataBufferTest extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReallocation(Nd4jBackend backend) {
         DataBuffer buffer = Nd4j.createBuffer(new float[] {1, 2, 3, 4});
         assertEquals(4, buffer.capacity());
@@ -258,9 +245,8 @@ public class FloatDataBufferTest extends BaseNd4jTestWithBackends {
         assertArrayEquals(old, newBuf, 1e-4F);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReallocationWorkspace(Nd4jBackend backend) {
         WorkspaceConfiguration initialConfig = WorkspaceConfiguration.builder().initialSize(10 * 1024L * 1024L)
                         .policyAllocation(AllocationPolicy.STRICT).policyLearning(LearningPolicy.NONE).build();
@@ -277,9 +263,8 @@ public class FloatDataBufferTest extends BaseNd4jTestWithBackends {
         workspace.close();
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testAddressPointer(Nd4jBackend backend){
         if( Nd4j.getExecutioner().type() !=  OpExecutioner.ExecutionerType.NATIVE_CPU ){
             return;

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/buffer/IntDataBufferTests.java

@@ -42,9 +42,8 @@ import static org.junit.jupiter.api.Assertions.*;
 public class IntDataBufferTests extends BaseNd4jTestWithBackends {
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testBasicSerde1() throws Exception {
 
 
@@ -82,9 +81,8 @@ public class IntDataBufferTests extends BaseNd4jTestWithBackends {
     }
     */
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReallocation(Nd4jBackend backend) {
         DataBuffer buffer = Nd4j.createBuffer(new int[] {1, 2, 3, 4});
         assertEquals(4, buffer.capacity());
@@ -96,9 +94,8 @@ public class IntDataBufferTests extends BaseNd4jTestWithBackends {
         assertArrayEquals(old, Arrays.copyOf(newContent, old.length));
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testReallocationWorkspace(Nd4jBackend backend) {
         WorkspaceConfiguration initialConfig = WorkspaceConfiguration.builder().initialSize(10 * 1024L * 1024L)
                 .policyAllocation(AllocationPolicy.STRICT).policyLearning(LearningPolicy.NONE).build();

nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/indexing/IndexingTests.java

@@ -43,9 +43,8 @@ public class IndexingTests extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testINDArrayIndexingEqualToRank(Nd4jBackend backend) {
         INDArray x = Nd4j.linspace(1,6,6, DataType.DOUBLE).reshape('c',3,2).castTo(DataType.DOUBLE);
         INDArray indexes = Nd4j.create(new double[][]{
@@ -60,9 +59,8 @@ public class IndexingTests extends BaseNd4jTestWithBackends {
     }
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testINDArrayIndexingLessThanRankSimple(Nd4jBackend backend) {
         INDArray x = Nd4j.linspace(1,6,6, DataType.DOUBLE).reshape('c',3,2).castTo(DataType.DOUBLE);
         INDArray indexes = Nd4j.create(new double[][]{
@@ -76,9 +74,8 @@ public class IndexingTests extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testINDArrayIndexingLessThanRankFourDimension(Nd4jBackend backend) {
         INDArray x = Nd4j.linspace(1,16,16, DataType.DOUBLE).reshape('c',2,2,2,2).castTo(DataType.DOUBLE);
         INDArray indexes = Nd4j.create(new double[][]{
@@ -91,9 +88,8 @@ public class IndexingTests extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testPutSimple(Nd4jBackend backend) {
         INDArray x = Nd4j.linspace(1,16,16, DataType.DOUBLE).reshape('c',2,2,2,2);
         INDArray indexes = Nd4j.create(new double[][]{
@@ -105,9 +101,8 @@ public class IndexingTests extends BaseNd4jTestWithBackends {
         assertEquals(vals,x);
     }
     
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGetScalar(Nd4jBackend backend) {
         INDArray arr = Nd4j.linspace(1, 5, 5, DataType.DOUBLE);
         INDArray d = arr.get(NDArrayIndex.point(1));
@@ -116,18 +111,16 @@ public class IndexingTests extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testNewAxis(Nd4jBackend backend) {
         INDArray arr = Nd4j.rand(new int[] {4, 2, 3});
         INDArray view = arr.get(NDArrayIndex.newAxis(), NDArrayIndex.all(), NDArrayIndex.point(1));
 //        System.out.println(view);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testVectorIndexing(Nd4jBackend backend) {
         INDArray x = Nd4j.linspace(0, 10, 11, DataType.DOUBLE).reshape(1, 11).castTo(DataType.DOUBLE);
         int[] index = new int[] {5, 8, 9};
@@ -139,9 +132,8 @@ public class IndexingTests extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGetRowsColumnsMatrix(Nd4jBackend backend) {
         INDArray arr = Nd4j.linspace(1, 24, 24, DataType.DOUBLE).reshape(4, 6);
         INDArray firstAndSecondColumnsAssertion = Nd4j.create(new double[][] {{1, 5}, {2, 6}, {3, 7}, {4, 8}});
@@ -159,9 +151,8 @@ public class IndexingTests extends BaseNd4jTestWithBackends {
 
 
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testSlicing(Nd4jBackend backend) {
         INDArray arange = Nd4j.arange(1, 17).reshape(4, 4).castTo(DataType.DOUBLE);
         INDArray slice1Assert = Nd4j.create(new double[] {2, 6, 10, 14});
@@ -169,9 +160,8 @@ public class IndexingTests extends BaseNd4jTestWithBackends {
         assertEquals(slice1Assert, slice1Test);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testArangeMul(Nd4jBackend backend) {
         INDArray arange = Nd4j.arange(1, 17).reshape('f', 4, 4).castTo(DataType.DOUBLE);
         INDArrayIndex index = NDArrayIndex.interval(0, 2);
@@ -183,9 +173,8 @@ public class IndexingTests extends BaseNd4jTestWithBackends {
 
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     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});
@@ -193,9 +182,8 @@ public class IndexingTests extends BaseNd4jTestWithBackends {
         assertEquals(test, result);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void testGetIndicesVectorView(Nd4jBackend backend) {
         INDArray matrix = Nd4j.linspace(1, 25, 25, DataType.DOUBLE).reshape('c',5, 5);
         INDArray column = matrix.getColumn(0).reshape(1,5);
@@ -213,9 +201,8 @@ public class IndexingTests extends BaseNd4jTestWithBackends {
         assertEquals(exp2, result);
     }
 
-    @Test
     @ParameterizedTest
-    @MethodSource("org.nd4j.linalg.BaseNd4jTest#configs")
+    @MethodSource("org.nd4j.linalg.BaseNd4jTestWithBackends#configs")
     public void test2dGetPoint(Nd4jBackend backend){
         INDArray arr = Nd4j.linspace(1,12,12, DataType.DOUBLE).reshape('c',3,4);
         for( int i=0; i<3; i++ ){