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‎.github/ISSUE_TEMPLATE/00-bug-performance-issue.md‎

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---
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name: Bug/Performance Issue
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about: Use this template for reporting a bug or a performance issue.
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---
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<em>Please make sure that this is a bug. As per our [GitHub Policy](https://github.com/tensorflow/tensorflow/blob/master/ISSUES.md), we only address code/doc bugs, performance issues, feature requests and build/installation issues on GitHub. tag:bug_template</em>
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**System information**
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- Have I written custom code (as opposed to using a stock example script provided in TensorFlow):
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- OS Platform and Distribution (e.g., Linux Ubuntu 16.04 x86\_64):
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- TensorFlow installed from (source or binary):
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- TensorFlow version (use command below):
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- Java version (i.e., the output of `java -version`):
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- Java command line flags (e.g., GC parameters):
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- Python version (if transferring a model trained in Python):
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- Bazel version (if compiling from source):
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- GCC/Compiler version (if compiling from source):
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- CUDA/cuDNN version:
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- GPU model and memory:
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**Describe the current behavior**
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**Describe the expected behavior**
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**Code to reproduce the issue**
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Provide a reproducible test case that is the bare minimum necessary to generate the problem.
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**Other info / logs**
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Include any logs or source code that would be helpful to diagnose the problem. If including tracebacks, please include the full traceback. Large logs and files should be attached.

‎.github/ISSUE_TEMPLATE/10-build-installation-issue.md‎

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---
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name: Build/Installation Issue
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about: Use this template for build/installation issues
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---
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<em>Please make sure that this is a build/installation issue. As per our [GitHub Policy](https://github.com/tensorflow/tensorflow/blob/master/ISSUES.md), we only address code/doc bugs, performance issues, feature requests and build/installation issues on GitHub. tag:build_template</em>
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**System information**
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- OS Platform and Distribution (e.g., Linux Ubuntu 16.04 x86\_64):
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- TensorFlow installed from (source or binary):
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- TensorFlow version:
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- Java version (i.e., the output of `java -version`):
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- Java command line flags (e.g., GC parameters):
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- Installed from Maven Central?:
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- Bazel version (if compiling from source):
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- GCC/Compiler version (if compiling from source):
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- CUDA/cuDNN version:
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- GPU model and memory:
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**Describe the problem**
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**Provide the exact sequence of commands / steps that you executed before running into the problem**
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**Any other info / logs**
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Include any logs or source code that would be helpful to diagnose the problem. If including tracebacks, please include the full traceback. Large logs and files should be attached.

‎.github/ISSUE_TEMPLATE/20-documentation-issue.md‎

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---
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name: Documentation Issue
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about: Use this template for documentation related issues
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---
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<em>Please make sure that this is a documentation issue. As per our [GitHub Policy](https://github.com/tensorflow/tensorflow/blob/master/ISSUES.md), we only address code/doc bugs, performance issues, feature requests and build/installation issues on GitHub. tag:doc_template</em>
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**System information**
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- TensorFlow version:
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- Doc Link:
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**Describe the documentation issue**
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**We welcome contributions by users. Will you be able to update submit a PR (use the [doc style guide](https://www.tensorflow.org/community/documentation)) to fix the doc Issue?**

‎.github/ISSUE_TEMPLATE/30-feature-request.md‎

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---
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name: Feature Request
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about: Use this template for raising a feature request
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---
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<em>Please make sure that this is a feature request. As per our [GitHub Policy](https://github.com/tensorflow/tensorflow/blob/master/ISSUES.md), we only address code/doc bugs, performance issues, feature requests and build/installation issues on GitHub. tag:feature_template</em>
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**System information**
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- TensorFlow version (you are using):
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- Are you willing to contribute it (Yes/No):
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**Describe the feature and the current behavior/state.**
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**Will this change the current api? How?**
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**Who will benefit with this feature?**
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**Any Other info.**

‎.github/ISSUE_TEMPLATE/40-other-issues.md‎

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---
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name: Other Issues
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about: Use this template for any other non-support related issues
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---
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This template is for miscellaneous issues not covered by the other issue categories.
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For questions on how to work with TensorFlow, or support for problems that are not verified bugs in TensorFlow, please go to [StackOverflow](https://stackoverflow.com/questions/tagged/tensorflow).
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If you are reporting a vulnerability, please use the [dedicated reporting process](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md).
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For high-level discussions about TensorFlow, please post to discuss@tensorflow.org, for questions about the development or internal workings of TensorFlow, or if you would like to know how to contribute to TensorFlow, please post to developers@tensorflow.org.

‎.github/workflows/build.yml‎

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name: CI build
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on:
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push:
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branches:
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- master
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- staging
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- r[0-9]+.*
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pull_request:
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branches:
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- master
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- r[0-9]+.*
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types: [opened, reopened, synchronize, labeled, unlabeled]
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env:
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STAGING_PROFILE_ID: 46f80d0729c92d
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DEPLOY_SNAPSHOT: ${{ github.event_name == 'push' && (github.ref == 'refs/heads/master' || github.ref == 'refs/heads/staging') }}
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DEPLOY_RELEASE: ${{ github.event_name == 'push' && startsWith(github.ref, 'refs/heads/r') }}
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jobs:
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check-format:
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if: github.event_name == 'pull_request'
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runs-on: ubuntu-22.04
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steps:
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- name: Configure Java
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uses: actions/setup-java@v2
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with:
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distribution: 'adopt'
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java-version: '17'
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- name: Checkout repository
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uses: actions/checkout@v1
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- name: Build project
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run: |
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gcc --version
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mvn -version
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mvn clean install -Pjdk17 -B -U -e -Dlint.skip=true -Dmaven.test.skip=true
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- name: Run format checks
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run: |
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mvn spotless:check -Pjdk17 -B -U -e
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prepare:
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runs-on: ubuntu-22.04
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outputs:
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repositoryUrl: ${{ steps.repository.outputs.repositoryUrl }}
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steps:
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- name: Create staging repository
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if: env.DEPLOY_RELEASE == 'true'
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id: staging
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run: |
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echo "Creating staging repository with profile $STAGING_PROFILE_ID"
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echo "<promoteRequest><data><description>Releasing TF Java - created by CI build</description></data></promoteRequest>" > request.xml
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curl -X POST -d @request.xml -s -o response.xml -u ${{ secrets.CI_DEPLOY_USERNAME }}:${{ secrets.CI_DEPLOY_PASSWORD }} -H "Content-Type:application/xml" \
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https://oss.sonatype.org/service/local/staging/profiles/$STAGING_PROFILE_ID/start
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export STAGING_REPOSITORY_ID=`awk -F'[<>]' '/stagedRepositoryId/{print $3}' response.xml`
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echo "Staging repository created: $STAGING_REPOSITORY_ID"
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echo "::set-output name=stagingRepositoryId::$STAGING_REPOSITORY_ID"
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- name: Checkout repository
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uses: actions/checkout@v1
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- name: Extract distribution repository URL
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id: repository
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run: |
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if [[ "${{ env.DEPLOY_RELEASE }}" = "true" ]]; then
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export REPOSITORY_URL=`mvn exec:exec -q -N -Dexec.executable='echo' -Dexec.args="\\${project.distributionManagement.repository.url}" -DstagingRepositoryId=${{ steps.staging.outputs.stagingRepositoryId }}`
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else
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export REPOSITORY_URL=`mvn exec:exec -q -N -Dexec.executable='echo' -Dexec.args="\\${project.distributionManagement.snapshotRepository.url}"`
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fi
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echo "Repository URL: $REPOSITORY_URL"
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echo "::set-output name=repositoryUrl::$REPOSITORY_URL"
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linux-arm64:
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runs-on: ubuntu-2204-arm64-2c
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needs: prepare
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strategy:
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matrix:
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ext: [""]
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steps:
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- name: Install environment
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run: |
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sudo apt update
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sudo apt install -y curl wget unzip tar git gcc g++
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- name: Configure Java
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uses: actions/setup-java@v2
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with:
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distribution: 'zulu'
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java-version: '17'
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architecture: 'aarch64'
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- name: Checkout repository
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uses: actions/checkout@v1
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- name: Build project
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run: |
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gcc --version
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mvn -version
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echo "<settings><servers><server><id>ossrh</id><username>${{ secrets.CI_DEPLOY_USERNAME }}</username><password>${{ secrets.CI_DEPLOY_PASSWORD }}</password></server></servers></settings>" > $HOME/.m2/settings.xml
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mvn clean install -pl '!tensorflow-framework' -B -U -e -Djavacpp.platform=${{ github.job }} -Djavacpp.platform.extension=${{ matrix.ext }}
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- name: Deploy native artifact
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if: env.DEPLOY_RELEASE == 'true' || env.DEPLOY_SNAPSHOT == 'true'
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run: mvn -f tensorflow-core/tensorflow-core-native/pom.xml deploy:deploy-file@native-only -B -e -Djavacpp.platform=${{ github.job }} -Djavacpp.platform.extension=${{ matrix.ext }} -Durl=${{ needs.prepare.outputs.repositoryUrl }}
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linux-x86_64:
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runs-on: ubuntu-22.04
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needs: prepare
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strategy:
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matrix:
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ext: ["", -gpu]
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steps:
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- name: Configure Java
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uses: actions/setup-java@v2
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with:
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distribution: 'adopt'
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java-version: '11'
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- name: Checkout repository
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uses: actions/checkout@v1
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- name: Build project
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run: |
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gcc --version
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mvn -version
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echo "<settings><servers><server><id>ossrh</id><username>${{ secrets.CI_DEPLOY_USERNAME }}</username><password>${{ secrets.CI_DEPLOY_PASSWORD }}</password></server></servers></settings>" > $HOME/.m2/settings.xml
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mvn clean install -pl '!tensorflow-framework' -B -U -e -Djavacpp.platform=${{ github.job }} -Djavacpp.platform.extension=${{ matrix.ext }}
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- name: Deploy native artifact
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if: env.DEPLOY_RELEASE == 'true' || env.DEPLOY_SNAPSHOT == 'true'
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run: mvn -f tensorflow-core/tensorflow-core-native/pom.xml deploy:deploy-file@native-only -B -e -Djavacpp.platform=${{ github.job }} -Djavacpp.platform.extension=${{ matrix.ext }} -Durl=${{ needs.prepare.outputs.repositoryUrl }}
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macosx-arm64:
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runs-on: macos-14
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needs: prepare
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strategy:
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matrix:
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ext: [""]
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steps:
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- name: Configure Java
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uses: actions/setup-java@v2
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with:
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distribution: 'zulu'
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java-version: '17'
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architecture: 'arm64'
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- name: Checkout repository
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uses: actions/checkout@v1
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- name: Build project
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run: |
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clang --version
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mvn -version
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echo "<settings><servers><server><id>ossrh</id><username>${{ secrets.CI_DEPLOY_USERNAME }}</username><password>${{ secrets.CI_DEPLOY_PASSWORD }}</password></server></servers></settings>" > $HOME/.m2/settings.xml
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mvn clean install -pl '!tensorflow-framework' -B -U -e -Djavacpp.platform=${{ github.job }} -Djavacpp.platform.extension=${{ matrix.ext }}
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- name: Deploy native artifact
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if: env.DEPLOY_RELEASE == 'true' || env.DEPLOY_SNAPSHOT == 'true'
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run: mvn -f tensorflow-core/tensorflow-core-native/pom.xml deploy:deploy-file@native-only -B -e -Djavacpp.platform=${{ github.job }} -Djavacpp.platform.extension=${{ matrix.ext }} -Durl=${{ needs.prepare.outputs.repositoryUrl }}
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windows-x86_64:
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runs-on: windows-2019
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needs: prepare
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strategy:
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matrix:
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ext: [""] #, -gpu]
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steps:
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- name: Install environment
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shell: cmd
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run: |
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set "PATH=C:\msys64\usr\bin;%PATH%"
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python -m pip install numpy six
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set "EXT=${{ matrix.ext }}"
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echo %JAVA_HOME%
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- name: Configure Java
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uses: actions/setup-java@v2
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with:
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distribution: 'adopt'
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java-version: '11'
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- name: Checkout repository
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uses: actions/checkout@v1
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- name: Build project
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shell: cmd
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run: |
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call "C:\Program Files (x86)\Microsoft Visual Studio\2019\Enterprise\VC\Auxiliary\Build\vcvarsall.bat" amd64
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set "PATH=C:\msys64\usr\bin;%PATH%"
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echo Shorten work paths to prevent Bazel from reaching MAX_PATH limit
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mkdir C:\tmp
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set "TEST_TMPDIR=C:\tmp"
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set "TMPDIR=C:\tmp"
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set "TEMP=C:\tmp"
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set "TMP=C:\tmp"
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bash --version
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git --version
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cl
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call mvn -version
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echo ^<settings^>^<servers^>^<server^>^<id^>ossrh^</id^>^<username^>${{ secrets.CI_DEPLOY_USERNAME }}^</username^>^<password^>${{ secrets.CI_DEPLOY_PASSWORD }}^</password^>^</server^>^</servers^>^</settings^> > %USERPROFILE%\.m2\settings.xml
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set "SKIP_EXPORT=true"
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call mvn clean install -pl "!tensorflow-framework" -B -U -e -Djavacpp.platform=${{ github.job }} -Djavacpp.platform.extension=${{ matrix.ext }}
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if ERRORLEVEL 1 exit /b
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- name: Deploy native artifact
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if: env.DEPLOY_RELEASE == 'true' || env.DEPLOY_SNAPSHOT == 'true'
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shell: cmd
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run: |
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call mvn -f tensorflow-core/tensorflow-core-native/pom.xml deploy:deploy-file@native-only -B -e -Djavacpp.platform=${{ github.job }} -Djavacpp.platform.extension=${{ matrix.ext }} -Durl=${{ needs.prepare.outputs.repositoryUrl }}
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if ERRORLEVEL 1 exit /b
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deploy:
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if: ${{ github.event_name == 'push' && (github.ref == 'refs/heads/master' || github.ref == 'refs/heads/staging') }} # DEPLOY_SNAPSHOT (releases should be signed and deployed manually from local machine)
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needs: [linux-x86_64, windows-x86_64, macosx-arm64, linux-arm64]
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runs-on: ubuntu-22.04
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steps:
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- name: Configure Java
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uses: actions/setup-java@v2
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with:
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distribution: 'adopt'
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java-version: '11'
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- name: Checkout repository
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uses: actions/checkout@v1
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- name: Build project
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run: |
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java -version
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mvn -version
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mvn clean install -B -U -e -Pdeploying
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- name: Deploy snapshot artifacts
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run: |
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echo "<settings><servers><server><id>ossrh</id><username>${{ secrets.CI_DEPLOY_USERNAME }}</username><password>${{ secrets.CI_DEPLOY_PASSWORD }}</password></server></servers></settings>" > $HOME/.m2/settings.xml
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mvn deploy -Pdeploying -B -e -Dmaven.test.skip=true

‎.gitignore‎

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.DS_Store
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.ipynb_checkpoints
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node_modules
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/.bazelrc.user
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/.tf_configure.bazelrc
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/**/bazel-*
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/bazel_pip
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/tools/python_bin_path.sh
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/tensorflow/tools/git/gen
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/pip_test
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/_python_build
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*.pyc
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__pycache__
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*.swp
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.vscode/
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cmake_build/
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tensorflow/contrib/cmake/_build/
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.idea/**
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.run
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/build/
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[Bb]uild/
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/tensorflow/core/util/version_info.cc
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/tensorflow/python/framework/fast_tensor_util.cpp
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Pods
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Podfile.lock
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*.pbxproj
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*.xcworkspacedata
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/*.podspec
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/tensorflow/lite/experimental/objc/BUILD
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/tensorflow/lite/experimental/swift/BUILD
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/tensorflow/lite/examples/ios/simple/data/*.txt
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/tensorflow/lite/examples/ios/simple/data/*.tflite
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/tensorflow/lite/gen/**
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/tensorflow/lite/tools/make/downloads/**
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xcuserdata/**
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/api_init_files_list.txt
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/estimator_api_init_files_list.txt
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*.whl
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tensorflow-core/tensorflow-core-api/downloads/
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# Vim backups
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*~
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# Patch files
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*.orig
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*.rej
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# Android
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.gradle
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.idea
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*.iml
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local.properties
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gradleBuild
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# VSCode
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.settings/
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.project
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.classpath
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**/target
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.tf_configure.bazelrc
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.clwb/
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# Deployment Files
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settings.xml
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pom.xml.asc

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