Java2.0 proto (#20461)

* ADD: first commit * ADD: load local libraries * UPDATE: use header files of MXNet 2.0 * ADD: load binaries from environment variable, java properties or jar files. * ADD: add symbol loading and closing add module integration * ADD: [WIP] Component MxNDArray * ADD: [WIP] Component MxNDArray * ADD: Component MxNDArray. Pass static compilation check * ADD: Component CachedOp * REMOVE: module api which is no use * FIX: dependency missing * ADD: [WIP] add test cases for NdArray and CachedOp * ADD: [WIP] add test cases for NdArray and CachedOp * ADD: implement of the forward function for MxSymbolblock * ADD: implement of the forward function for MxSymbolblock * ADD: Sample model downloader for MLP * ADD: doc * ADD: Front-end module for inference, class MxModel, Predictor and so on. * FIX: Mxnet crash when process exits. * FIX: remove and initialize 3rdparty directory * FIX: revert version of submodules: dlpack, dmlc-core, googletest, ps-lite * Revert "FIX: remove and initialize 3rdparty directory" This reverts commit d097675 * FIX: redownload files in 3rdparty * FIX: reset --hard the version of a few submodules * FIX: reset --hard the version of a few submodules * FIX: reset --hard the version of a few submodules * PERF: [WIP] optimize code structure and memory management and * ADD: add copyright; remove Mx prefix for some classes * ADD: add copyright * FIX: group name, path to find header files * UPDATE: README.md * ADD: copyright * ADD: copyright * ADD: package-info ADD: ci ADD: ci ADD: make modification to trigger ci ADD: ci ADD: ci ADD: ci ADD: ci ADD: gradlew ADD: java_package_ci ADD: java_package_ci ADD: java_package_ci ADD: java_package_ci ADD: java_package_ci ADD: java_package_ci ADD: java_package_ci ADD: java_package_ci ADD: java_package_ci FIX: build failure * FIX: ci config file * UPDATE: remove ParameterStore and some scripts UPDATE: remove Initializer.java * UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: jenkins ci scripts for java-package UPDATE: jenkins ci scripts for java-package UPDATE: jenkins ci scripts for java-package UPDATE: jenkins ci scripts for java-package UPDATE: jenkins ci scripts for java-package UPDATE: jenkins ci scripts for java-package UPDATE: jenkins ci scripts for java-package UPDATE: jenkins ci scripts for java-package UPDATE: jenkins ci scripts for java-package UPDATE: jenkins ci scripts for java-package FIX: issues in Resource close methods FIX: issues in Resource close methods FIX: issues in Resource close methods UPDATE: remove scripts for dev * FIX: loading on Linux platform * # This is a combination of 18 commits. # This is the 1st commit message: FIX: loading on Linux platform # This is the commit message #2: UPDATE: ci for java-package # This is the commit message #3: UPDATE: ci for java-package # This is the commit message #4: UPDATE: ci for java-package # This is the commit message #5: UPDATE: ci for java-package # This is the commit message #6: UPDATE: ci for java-package # This is the commit message #7: UPDATE: ci for java-package # This is the commit message #8: UPDATE: ci for java-package # This is the commit message #9: UPDATE: ci for java-package # This is the commit message #10: UPDATE: ci for java-package # This is the commit message #11: UPDATE: ci for java-package # This is the commit message #12: UPDATE: ci for java-package # This is the commit message #13: UPDATE: ci for java-package # This is the commit message #14: UPDATE: ci for java-package # This is the commit message #15: UPDATE: ci for java-package # This is the commit message #16: UPDATE: ci for java-package # This is the commit message #17: UPDATE: ci for java-package # This is the commit message #18: UPDATE: ci for java-package * # This is a combination of 27 commits. parent 1ea18ed author cspchen <cspchen@amazon.com> 1629186478 +0800 committer cspchen <cspchen@amazon.com> 1629186485 +0800 # This is a combination of 21 commits. # This is the 1st commit message: FIX: loading on Linux platform # This is the commit message #2: UPDATE: ci for java-package # This is the commit message #3: UPDATE: ci for java-package # This is the commit message #4: UPDATE: ci for java-package # This is the commit message #5: UPDATE: ci for java-package # This is the commit message #6: UPDATE: ci for java-package # This is the commit message #7: UPDATE: ci for java-package # This is the commit message #8: UPDATE: ci for java-package # This is the commit message #9: UPDATE: ci for java-package # This is the commit message #10: UPDATE: ci for java-package # This is the commit message #11: UPDATE: ci for java-package # This is the commit message #12: UPDATE: ci for java-package # This is the commit message #13: UPDATE: ci for java-package # This is the commit message #14: UPDATE: ci for java-package # This is the commit message #15: UPDATE: ci for java-package # This is the commit message #16: UPDATE: ci for java-package # This is the commit message #17: UPDATE: ci for java-package # This is the commit message #18: UPDATE: ci for java-package # This is the commit message #19: UPDATE: ci for java-package # This is the commit message #20: UPDATE: ci for java-package # This is the commit message #21: UPDATE: ci for java-package # This is the commit message #22: UPDATE: ci for java-package # This is the commit message #23: UPDATE: jenkins ci scripts for java-package # This is the commit message #24: UPDATE: jenkins ci scripts for java-package # This is the commit message #25: UPDATE: jenkins ci scripts for java-package # This is the commit message #26: UPDATE: jenkins ci scripts for java-package # This is the commit message #27: UPDATE: jenkins ci scripts for java-package * MERGE: resolve conflicts * MERGE: resolve conflicts * # This is a combination of 35 commits. parent 1ea18ed author cspchen <cspchen@amazon.com> 1629186478 +0800 committer cspchen <cspchen@amazon.com> 1629186485 +0800 # This is a combination of 21 commits. # This is the 1st commit message: FIX: loading on Linux platform # This is the commit message #2: UPDATE: ci for java-package # This is the commit message #3: UPDATE: ci for java-package # This is the commit message #4: UPDATE: ci for java-package # This is the commit message #5: UPDATE: ci for java-package # This is the commit message #6: UPDATE: ci for java-package # This is the commit message #7: UPDATE: ci for java-package # This is the commit message #8: UPDATE: ci for java-package # This is the commit message #9: UPDATE: ci for java-package # This is the commit message #10: UPDATE: ci for java-package # This is the commit message #11: UPDATE: ci for java-package # This is the commit message #12: UPDATE: ci for java-package # This is the commit message #13: UPDATE: ci for java-package # This is the commit message #14: UPDATE: ci for java-package # This is the commit message #15: UPDATE: ci for java-package # This is the commit message #16: UPDATE: ci for java-package # This is the commit message #17: UPDATE: ci for java-package # This is the commit message #18: UPDATE: ci for java-package # This is the commit message #19: UPDATE: ci for java-package # This is the commit message #20: UPDATE: ci for java-package # This is the commit message #21: UPDATE: ci for java-package # This is the commit message #22: UPDATE: ci for java-package # This is the commit message #23: UPDATE: jenkins ci scripts for java-package # This is the commit message #24: UPDATE: jenkins ci scripts for java-package # This is the commit message #25: UPDATE: jenkins ci scripts for java-package # This is the commit message #26: UPDATE: jenkins ci scripts for java-package # This is the commit message #27: UPDATE: jenkins ci scripts for java-package # This is the commit message #28: UPDATE: jenkins ci scripts for java-package # This is the commit message #30: UPDATE: jenkins ci scripts for java-package # This is the commit message #31: UPDATE: jenkins ci scripts for java-package # This is the commit message #32: UPDATE: jenkins ci scripts for java-package # This is the commit message #33: UPDATE: jenkins ci scripts for java-package # This is the commit message #34: FIX: issues in Resource close methods # This is the commit message #35: FIX: issues in Resource close methods * parent 1ea18ed author cspchen <cspchen@amazon.com> 1629186478 +0800 committer cspchen <cspchen@amazon.com> 1629186485 +0800 FIX: loading on Linux platform UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: ci for java-package UPDATE: jenkins ci scripts for java-package UPDATE: jenkins ci scripts for java-package UPDATE: jenkins ci scripts for java-package UPDATE: jenkins ci scripts for java-package UPDATE: jenkins ci scripts for java-package UPDATE: jenkins ci scripts for java-package UPDATE: jenkins ci scripts for java-package UPDATE: jenkins ci scripts for java-package UPDATE: jenkins ci scripts for java-package UPDATE: jenkins ci scripts for java-package FIX: issues in Resource close methods FIX: issues in Resource close methods FIX: issues in Resource close methods DOC: add doc STYLE: change code style for pmd check FIX: avoid the register for a signal handler twice STYLE: pass pmd check UPDATE: remove unused scripts * FIX: solve problems before merge * UPDATE: remove useless files * FIX: licence to apache * FIX: sanity check * FIX: sanity check * FIX: sanity check * FIX: remove unused files * FIX: remove unused files * DOC: add document * FIX: doesn't work on osx * FIX: clang static check * FIX: sanity * FIX: skip signal handler registration when building java package * FIX: remove DataType String * FIX: add license Co-authored-by: cspchen <cspchen@amazon.com>
apache · Oct 5, 2021 · 672a9fa · 672a9fa
1 parent 3480ba2
commit 672a9fa
Show file tree

Hide file tree

Showing 128 changed files with 23,347 additions and 0 deletions.
diff --git a/CMakeLists.txt b/CMakeLists.txt
@@ -91,6 +91,7 @@ cmake_dependent_option(ENABLE_TESTCOVERAGE "Enable compilation with test coverag
 option(BUILD_EXTENSION_PATH "Path to extension to build" "")
 option(BUILD_CYTHON_MODULES "Build cython modules." OFF)
 option(LOG_FATAL_THROW "Log exceptions but do not abort" ON)
+option(BUILD_JAVA_NATIVE "Skip signal handler registration for Java Binding" OFF)
 cmake_dependent_option(USE_SPLIT_ARCH_DLL "Build a separate DLL for each Cuda arch (Windows only)." ON "MSVC" OFF)
 cmake_dependent_option(USE_CCACHE "Attempt using CCache to wrap the compilation" ON "UNIX" OFF)
 cmake_dependent_option(MXNET_FORCE_SHARED_CRT "Build with dynamic CRT on Windows (/MD)" ON "MXNET_BUILD_SHARED_LIBS" OFF)
@@ -970,6 +971,10 @@ if(USE_CPP_PACKAGE)
  target_compile_definitions(mxnet PUBLIC MXNET_USE_CPP_PACKAGE=1)
 endif()
 
+if(BUILD_JAVA_NATIVE)
+ add_definitions(-DSKIP_SIGNAL_HANDLER_REGISTRATION=1)
+endif()
+
 if(NOT CMAKE_BUILD_TYPE STREQUAL "Distribution")
  # Staticbuild applies linker version script to hide private symbols, breaking unit tests
  add_subdirectory(tests)

diff --git a/ci/docker/runtime_functions.sh b/ci/docker/runtime_functions.sh
@@ -310,6 +310,23 @@ build_ubuntu_cpu() {
  build_ubuntu_cpu_openblas
 }
 
+build_ubuntu_cpu_and_test_java() {
+ build_ubuntu_cpu_openblas_java
+ java_package_integration_test
+}
+
+java_package_integration_test() {
+ # make sure you are using java 11
+ # build java project
+ cd /work/mxnet/java-package
+ ./gradlew build -x javadoc
+ # generate native library
+ ./gradlew :native:buildLocalLibraryJarDefault
+ ./gradlew :native:mkl-linuxJar
+ # run integration
+ ./gradlew :integration:run
+}
+
 build_ubuntu_cpu_openblas() {
  set -ex
  cd /work/build
@@ -327,6 +344,24 @@ build_ubuntu_cpu_openblas() {
  ninja
 }
 
+build_ubuntu_cpu_openblas_java() {
+ set -ex
+ cd /work/build
+ CXXFLAGS="-Wno-error=strict-overflow" CC=gcc-7 CXX=g++-7 cmake \
+ -DCMAKE_BUILD_TYPE="RelWithDebInfo" \
+ -DENABLE_TESTCOVERAGE=ON \
+ -DUSE_TVM_OP=ON \
+ -DUSE_BLAS=Open \
+ -DUSE_ONEDNN=OFF \
+ -DUSE_CUDA=OFF \
+ -DUSE_DIST_KVSTORE=ON \
+ -DBUILD_CYTHON_MODULES=ON \
+ -DBUILD_EXTENSION_PATH=/work/mxnet/example/extensions/lib_external_ops \
+ -DBUILD_JAVA_NATIVE=ON \
+ -G Ninja /work/mxnet
+ ninja
+}
+
 build_ubuntu_cpu_mkl() {
  set -ex
  cd /work/build

diff --git a/java-package/Develop.md b/java-package/Develop.md
@@ -0,0 +1,109 @@
+<!--- Licensed to the Apache Software Foundation (ASF) under one -->
+<!--- or more contributor license agreements. See the NOTICE file -->
+<!--- distributed with this work for additional information -->
+<!--- regarding copyright ownership. The ASF licenses this file -->
+<!--- to you under the Apache License, Version 2.0 (the -->
+<!--- "License"); you may not use this file except in compliance -->
+<!--- with the License. You may obtain a copy of the License at -->
+
+<!--- http://www.apache.org/licenses/LICENSE-2.0 -->
+
+<!--- Unless required by applicable law or agreed to in writing, -->
+<!--- software distributed under the License is distributed on an -->
+<!--- "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY -->
+<!--- KIND, either express or implied. See the License for the -->
+<!--- specific language governing permissions and limitations -->
+<!--- under the License. -->
+
+# Development Tips
+
+## Set up the Project
+### Step 1. Obtain MXNet Library
+The first step is to obtain the mxnet library. We recommend you build it from source. Also, you can download the library 
+from 
+#### Build from source
+Refer to [Build From Source](https://mxnet.apache.org/get_started/build_from_source#building-mxnet) 
+For MacOS users:
+- Prepare 
+```shell
+# Install OS X Developer Tools
+$ xcode-select --install
+
+# Install Homebrew
+$ /usr/bin/ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)"
+
+# Install dependencies
+$ brew install cmake ninja ccache opencv
+```
+- Clone 3rd party projects
+```shell
+# Clone 3rd dependency for mxnet. It's necessary
+$ git submodule update --init --recursive
+```
+- Build MXNet 
+```shell
+# select and copy cmake configure files for macos
+$ cp config/darwin.cmake config.cmake
+
+# create build directory for prpject
+$ mkdir build; cd build
+
+# cmake
+$ cmake ..
+$ cmake --build .
+```
+Libraries will be generated under the directory _build/_.
+
+For Linux users: 
+Docker might help you build libraries on different platforms. You can get help from [README for CI](../ci/README.md). 
+For example, you can build mxnet on Ubuntu with by the following command. 
+```shell
+$ python3 ci/build.py -p ubuntu_cpu
+```
+##### Download Pre-built library
+You can find the mxnet library from installed packages for mxnet, like python module. However, mxnet 2.0 is not released
+yet, that's why we recommend you build it from source. 
+```shell
+# download python module for mxnet (have to mention that mxnet 2.0 hasn't been released by now)
+$ pip3 install mxnet==1.7.0.post2
+# find the location of the installed module
+$ python
+Python 3.6.8 |Anaconda, Inc.| (default, Dec 29 2018, 19:04:46)
+>>> import mxnet
+>>> mxnet
+<module 'mxnet' from '/Users/xxx/anaconda3/lib/python3.6/site-packages/mxnet/__init__.py'>
+>>> quit()
+# you can locate the module under /Users/xxx/anaconda3/lib/python3.6/site-packages/mxnet/
+$ ls /Users/xxx/anaconda3/lib/python3.6/site-packages/mxnet/ | grep libmxnet
+libmxnet.dylib
+```
+The compiled library is the file with the name of _libmxnet.*_. For MacOS, you will receive the file with suffix 
+_.dylib_; For Linux, the lib file have the suffix ".so"; For Windows, the suffix is "." 
+
+### Step 2. Build MXNet Native Lib for Java
+The project uses gradle to manage dependencies. You can build the project using gradle. We have to encapsulate the mxnet
+library into a jar file so that we can load it into JVM.
+```shell
+$ cd java-package
+# Build the project
+$ ./gradlew build 
+# Create gradle tasks to package mxnet library into jar
+# The task name is in this form {$favor}-{$platform}Jar
+# MacOS -> mkl-osxJar
+# Linux -> mkl-linuxJar
+# Windows -> mkl-winJar
+$ ./gradlew :native:buildLocalLibraryJarDefault
+# Build native lib for macos
+$ ./gradlew mkl-osxJar
+# Check the lib for osx
+$ ls native/build/libs | grep osx
+native-2.0.0-SNAPSHOT-osx-x86_64.jar
+```
+The jar file _native-2.0.0-SNAPSHOT-osx-x86_64.jar_ is the output lib file. 
+
+### Step 3. Run Integration Test
+When we execute the task for integration test, the built mxnet native lib will be added into classpath automatically. 
+```shell
+$ ./gradlew :integration:run
+
+```
diff --git a/java-package/README.md b/java-package/README.md
@@ -0,0 +1,58 @@
+<!--- Licensed to the Apache Software Foundation (ASF) under one -->
+<!--- or more contributor license agreements. See the NOTICE file -->
+<!--- distributed with this work for additional information -->
+<!--- regarding copyright ownership. The ASF licenses this file -->
+<!--- to you under the Apache License, Version 2.0 (the -->
+<!--- "License"); you may not use this file except in compliance -->
+<!--- with the License. You may obtain a copy of the License at -->
+
+<!--- http://www.apache.org/licenses/LICENSE-2.0 -->
+
+<!--- Unless required by applicable law or agreed to in writing, -->
+<!--- software distributed under the License is distributed on an -->
+<!--- "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY -->
+<!--- KIND, either express or implied. See the License for the -->
+<!--- specific language governing permissions and limitations -->
+<!--- under the License. -->
+
+# Java Package for MXNet 2.0
+
+## Requirements
+
+## Install
+
+## Scripts
+- customize mxnet library path 
+```bash
+export MXNET_LIBRARY_PATH=//anaconda3/lib/python3.8/site-packages/mxnet/
+```
+
+
+## Tests 
+Test case for a rough inference run with MXNet model 
+```bash
+./gradlew :integration:run 
+```
+
+## Example
+
+```java
+try (MxResource base = BaseMxResource.getSystemMxResource())
+ {
+ Model model = Model.loadModel(Item.MLP);
+// Model model = Model.loadModel("test", Paths.get("/Users/cspchen/mxnet.java_package/cache/repo/test-models/mlp.tar.gz/mlp/"));
+ Predictor<NDList, NDList> predictor = model.newPredictor();
+ NDArray input = NDArray.create(base, new Shape(1, 28, 28)).ones();
+ NDList inputs = new NDList();
+ inputs.add(input);
+ NDList result = predictor.predict(inputs);
+ NDArray expected = NDArray.create(
+ base,
+ new float[]{4.93476f, -0.76084447f, 0.37713608f, 0.6605506f, -1.3485785f, -0.8736369f
+ , 0.018061712f, -1.3274033f, 1.0609543f, 0.24042489f}, new Shape(1, 10));
+ Assertions.assertAlmostEquals(result.get(0), expected);
+
+ } catch (IOException e) {
+ logger.error(e.getMessage(), e);
+ }
+```
diff --git a/java-package/build.gradle b/java-package/build.gradle
@@ -0,0 +1,131 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements. See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License. You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+plugins {
+ id "com.github.spotbugs" version "4.2.0" apply true
+}
+
+defaultTasks 'build'
+
+allprojects {
+ group 'org.apache.mxnet'
+ boolean isRelease = project.hasProperty("release") || project.hasProperty("staging")
+ version = "${java_package_version}" + (isRelease ? "" : "-SNAPSHOT")
+
+ repositories {
+// maven {
+// url "https://mlrepo.djl.ai/maven/"
+// }
+ mavenCentral()
+ maven {
+ url 'https://oss.sonatype.org/content/repositories/snapshots/'
+ }
+ }
+
+ apply plugin: 'idea'
+ idea {
+ module {
+ outputDir = file('build/classes/java/main')
+ testOutputDir = file('build/classes/java/test')
+ // inheritOutputDirs = true
+ }
+ }
+}
+
+def javaProjects() {
+ return subprojects.findAll { new File(it.projectDir, "src/main").exists() }
+}
+
+configure(javaProjects()) {
+ apply plugin: 'java-library'
+ sourceCompatibility = 1.8
+ targetCompatibility = 1.8
+ compileJava.options.encoding = "UTF-8"
+ compileTestJava.options.encoding = "UTF-8"
+ if (JavaVersion.current() != JavaVersion.VERSION_1_8) {
+ compileJava.options.compilerArgs.addAll(["--release", "8"])
+ }
+
+ apply plugin: 'eclipse'
+
+ eclipse {
+ jdt.file.withProperties { props ->
+ props.setProperty "org.eclipse.jdt.core.circularClasspath", "warning"
+ }
+ classpath {
+ sourceSets.test.java {
+ srcDirs = ["src/test/java"]
+ exclude "**/package-info.java"
+ }
+ }
+ }
+
+ apply from: file("${rootProject.projectDir}/tools/gradle/java-formatter.gradle")
+ apply from: file("${rootProject.projectDir}/tools/gradle/check.gradle")
+
+ test {
+ // tensorflow mobilenet and resnet require more cpu memory
+ maxHeapSize = "4096m"
+ doFirst {
+ if (JavaVersion.current() != JavaVersion.VERSION_1_8) {
+ jvmArgs = [
+ '--add-opens', "java.base/jdk.internal.loader=ALL-UNNAMED"
+ ]
+ }
+ }
+
+ useTestNG() {
+// suiteXmlFiles << new File(rootDir, "testng.xml") //This is how to add custom testng.xml
+ }
+
+ testLogging {
+ showStandardStreams = true
+ events "passed", "skipped", "failed", "standardOut", "standardError"
+ }
+
+ doFirst {
+ systemProperties System.getProperties()
+ systemProperties.remove("user.dir")
+ systemProperty "org.apache.mxnet.logging.level", "debug"
+ systemProperty "org.slf4j.simpleLogger.defaultLogLevel", "debug"
+ systemProperty "org.slf4j.simpleLogger.log.org.mortbay.log", "warn"
+ systemProperty "disableProgressBar", "true"
+ systemProperty "nightly", System.getProperty("nightly", "false")
+// systemProperty "java.library.path", "/Users/cspchen/Work/incubator-mxnet/build"
+ if (gradle.startParameter.offline) {
+ systemProperty "offline", "true"
+ }
+ }
+ }
+
+ compileJava {
+ options.compilerArgs << "-proc:none" << "-Xlint:all,-options,-static" << "-Werror"
+ }
+
+ compileTestJava {
+ options.compilerArgs << "-proc:none" << "-Xlint:all,-options,-static" << "-Werror"
+ }
+
+ jar {
+ manifest {
+ attributes("Automatic-Module-Name": "org.apach.mxnet.${project.name.replace('-', '_')}")
+ }
+ }
+}
+
+apply from: file("${rootProject.projectDir}/tools/gradle/jacoco.gradle")
+apply from: file("${rootProject.projectDir}/tools/gradle/stats.gradle")