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* Add presets for Triton Inference Server 2.14 (pull #1085)
Co-authored-by: jackhe <jackhe@nvidia.com> Co-authored-by: Samuel Audet <samuel.audet@gmail.com>
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| name: tritonserver | ||
| on: | ||
| push: | ||
| paths: | ||
| - tritonserver/** | ||
| pull_request: | ||
| paths: | ||
| - tritonserver/** | ||
| workflow_dispatch: | ||
| env: | ||
| CI_DEPLOY_MODULE: ${{ github.workflow }} | ||
| CI_DEPLOY_PLATFORM: ${{ github.job }} | ||
| CI_DEPLOY_SETTINGS: ${{ secrets.CI_DEPLOY_SETTINGS }} | ||
| CI_DEPLOY_USERNAME: ${{ secrets.CI_DEPLOY_USERNAME }} | ||
| CI_DEPLOY_PASSWORD: ${{ secrets.CI_DEPLOY_PASSWORD }} | ||
| STAGING_REPOSITORY: ${{ secrets.STAGING_REPOSITORY }} | ||
| jobs: | ||
| linux-x86_64: | ||
| runs-on: ubuntu-18.04 | ||
| container: nvcr.io/nvidia/tritonserver:21.09-py3 | ||
| steps: | ||
| - uses: bytedeco/javacpp-presets/.github/actions/deploy-ubuntu@actions |
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| JavaCPP Presets for Triton Inference Server | ||
| =========================================== | ||
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| [](https://gitter.im/bytedeco/javacpp) [](https://maven-badges.herokuapp.com/maven-central/org.bytedeco/tritonserver) [](http://bytedeco.org/builds/) | ||
| <sup>Build status for all platforms:</sup> [](https://github.com/bytedeco/javacpp-presets/actions?query=workflow%3Atritonserver) <sup>Commercial support:</sup> [](https://xscode.com/bytedeco/javacpp-presets) | ||
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| License Agreements | ||
| ------------------ | ||
| By downloading these archives, you agree to the terms of the license agreements for NVIDIA software included in the archives. | ||
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| ### Triton Inference Server | ||
| To view the license for Triton Inference Server included in these archives, click [here](https://developer.nvidia.com/ngc/nvidia-deep-learning-container-license) | ||
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| * Triton Inference Server is widely used software package for inference service | ||
| * Triton supports almost all kinds of model generated by different DL frameworks or tools, such as TensorFlow, PyTorch, ONNX Runtime, TensorRT, OpenVINO... | ||
| * Triton supports both CPU and GPU | ||
| * Triton can be used both as an application and as a shared library. In case you already have your own inference service framework but want to add more features, just try Triton as a shared library. | ||
| * Triton supports Java as a shared library through JavaCPP Presets | ||
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| Introduction | ||
| ------------ | ||
| This directory contains the JavaCPP Presets module for: | ||
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| * Triton Inference Server 2.14 https://github.com/triton-inference-server/server | ||
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| Please refer to the parent README.md file for more detailed information about the JavaCPP Presets. | ||
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| Documentation | ||
| ------------- | ||
| Java API documentation is available here: | ||
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| * http://bytedeco.org/javacpp-presets/tritonserver/apidocs/ | ||
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| Sample Usage | ||
| ------------ | ||
| Here is a simple example of Triton Inference Server ported to Java from the `simple.cc` sample file available at: | ||
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| * https://github.com/triton-inference-server/server/tree/main/src/servers | ||
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| We can use [Maven 3](http://maven.apache.org/) to download and install automatically all the class files as well as the native binaries. To run this sample code, after creating the `pom.xml` and `Simple.java` source files from the [`samples/`](samples/) subdirectory, simply execute on the command line: | ||
| ```bash | ||
| $ mvn compile exec:java -Dexec.args="-r /path/to/models" | ||
| ``` | ||
| This sample intends to show how to call the Java-mapped C API of Triton to execute inference requests. | ||
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| ### Steps to run this sample inside an NGC container | ||
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| 1. Get the source code of Triton Inference Server to prepare the model repository: | ||
| ```bash | ||
| $ wget https://github.com/triton-inference-server/server/archive/refs/tags/v2.14.0.tar.gz | ||
| $ tar zxvf v2.14.0.tar.gz | ||
| $ cd server-2.14.0/docs/examples/model_repository | ||
| $ mkdir models | ||
| $ cd models; cp -a ../simple . | ||
| ``` | ||
| Now, this `models` directory will be our model repository. | ||
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| 2. Start the Docker container to run the sample (assuming we are under the `models` directory created above): | ||
| ```bash | ||
| $ docker run -it --gpus=all -v $(pwd):/workspace nvcr.io/nvidia/tritonserver:21.09-py3 bash | ||
| $ apt update | ||
| $ apt install -y openjdk-11-jdk | ||
| $ wget https://dlcdn.apache.org/maven/maven-3/3.8.3/binaries/apache-maven-3.8.3-bin.tar.gz | ||
| $ tar zxvf apache-maven-3.8.3-bin.tar.gz | ||
| $ export PATH=/opt/tritonserver/apache-maven-3.8.2/bin:$PATH | ||
| $ git clone https://github.com/bytedeco/javacpp-presets.git | ||
| $ cd javacpp-presets/tritonserver/samples | ||
| $ mvn compile exec:java -Djavacpp.platform=linux-x86_64 -Dexec.args="-r /workspace/models" | ||
| ``` | ||
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| This sample is the Java implementation of the simple example written for the [C API](https://github.com/triton-inference-server/server/blob/main/docs/inference_protocols.md#c-api). | ||
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| #!/bin/bash | ||
| # This file is meant to be included by the parent cppbuild.sh script | ||
| if [[ -z "$PLATFORM" ]]; then | ||
| pushd .. | ||
| bash cppbuild.sh "$@" tritonserver | ||
| popd | ||
| exit | ||
| fi | ||
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| case $PLATFORM in | ||
| linux-arm64) | ||
| if [[ ! -f "/opt/tritonserver/include/triton/core/tritonserver.h" ]] && [[ ! -d "/opt/tritonserver/lib/" ]]; then | ||
| echo "Please make sure library and include files exist" | ||
| exit 1 | ||
| fi | ||
| ;; | ||
| linux-x86_64) | ||
| if [[ ! -f "/opt/tritonserver/include/triton/core/tritonserver.h" ]] && [[ ! -d "/opt/tritonserver/lib/" ]]; then | ||
| echo "Please make sure library and include files exist" | ||
| exit 1 | ||
| fi | ||
| ;; | ||
| windows-x86_64) | ||
| echo "Windows is not supported yet" | ||
| exit 1 | ||
| ;; | ||
| *) | ||
| echo "Error: Platform \"$PLATFORM\" is not supported" | ||
| ;; | ||
| esac |
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| <?xml version="1.0" encoding="UTF-8"?> | ||
| <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" | ||
| xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd"> | ||
| <modelVersion>4.0.0</modelVersion> | ||
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| <parent> | ||
| <groupId>org.bytedeco</groupId> | ||
| <artifactId>javacpp-presets</artifactId> | ||
| <version>1.5.7-SNAPSHOT</version> | ||
| <relativePath>../../</relativePath> | ||
| </parent> | ||
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| <groupId>org.bytedeco</groupId> | ||
| <artifactId>tritonserver-platform</artifactId> | ||
| <version>2.14-${project.parent.version}</version> | ||
| <name>JavaCPP Presets Platform for Tritonserver</name> | ||
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| <properties> | ||
| <javacpp.moduleId>tritonserver</javacpp.moduleId> | ||
| </properties> | ||
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| <dependencies> | ||
| <dependency> | ||
| <groupId>org.bytedeco</groupId> | ||
| <artifactId>cuda-platform</artifactId> | ||
| <version>11.4-8.2-${project.parent.version}</version> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.bytedeco</groupId> | ||
| <artifactId>tensorrt-platform</artifactId> | ||
| <version>8.0-${project.parent.version}</version> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>${project.groupId}</groupId> | ||
| <artifactId>${javacpp.moduleId}</artifactId> | ||
| <version>${project.version}</version> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>${project.groupId}</groupId> | ||
| <artifactId>${javacpp.moduleId}</artifactId> | ||
| <version>${project.version}</version> | ||
| <classifier>${javacpp.platform.linux-arm64}</classifier> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>${project.groupId}</groupId> | ||
| <artifactId>${javacpp.moduleId}</artifactId> | ||
| <version>${project.version}</version> | ||
| <classifier>${javacpp.platform.linux-x86_64}</classifier> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>${project.groupId}</groupId> | ||
| <artifactId>${javacpp.moduleId}</artifactId> | ||
| <version>${project.version}</version> | ||
| <classifier>${javacpp.platform.windows-x86_64}</classifier> | ||
| </dependency> | ||
| </dependencies> | ||
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| <build> | ||
| <plugins> | ||
| <plugin> | ||
| <artifactId>maven-jar-plugin</artifactId> | ||
| <executions> | ||
| <execution> | ||
| <id>default-jar</id> | ||
| <configuration> | ||
| <archive> | ||
| <manifestEntries> | ||
| <Class-Path>${javacpp.moduleId}.jar ${javacpp.moduleId}-linux-arm64.jar ${javacpp.moduleId}-linux-x86_64.jar ${javacpp.moduleId}-windows-x86_64.jar</Class-Path> | ||
| </manifestEntries> | ||
| </archive> | ||
| </configuration> | ||
| </execution> | ||
| <execution> | ||
| <id>empty-javadoc-jar</id> | ||
| <goals> | ||
| <goal>jar</goal> | ||
| </goals> | ||
| <configuration> | ||
| <classifier>javadoc</classifier> | ||
| </configuration> | ||
| </execution> | ||
| <execution> | ||
| <id>empty-sources-jar</id> | ||
| <goals> | ||
| <goal>jar</goal> | ||
| </goals> | ||
| <configuration> | ||
| <classifier>sources</classifier> | ||
| </configuration> | ||
| </execution> | ||
| </executions> | ||
| </plugin> | ||
| <plugin> | ||
| <groupId>org.moditect</groupId> | ||
| <artifactId>moditect-maven-plugin</artifactId> | ||
| <executions> | ||
| <execution> | ||
| <id>add-module-infos</id> | ||
| <phase>none</phase> | ||
| </execution> | ||
| <execution> | ||
| <id>add-platform-module-info</id> | ||
| <phase>package</phase> | ||
| <goals> | ||
| <goal>add-module-info</goal> | ||
| </goals> | ||
| <configuration> | ||
| <modules> | ||
| <module> | ||
| <file>${project.build.directory}/${project.artifactId}.jar</file> | ||
| <moduleInfoSource> | ||
| module org.bytedeco.${javacpp.moduleId}.platform { | ||
| requires static org.bytedeco.${javacpp.moduleId}.linux.arm64; | ||
| requires static org.bytedeco.${javacpp.moduleId}.linux.x86_64; | ||
| requires static org.bytedeco.${javacpp.moduleId}.windows.x86_64; | ||
| } | ||
| </moduleInfoSource> | ||
| </module> | ||
| </modules> | ||
| </configuration> | ||
| </execution> | ||
| </executions> | ||
| </plugin> | ||
| </plugins> | ||
| </build> | ||
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| </project> |
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