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ci: add ci for test and auto-release. (#1047)
* Add unittest redist holder for all test projects. * Move redist holder to another folder. * Create dotnet.yml to config github action * Revise the sln file. * Update dotnet.yml * Add version to tensorflow.hub. * Create release.yml * Update dotnet.yml * Update and rename dotnet.yml to build_and_test.yml * Update release.yml * Update release.yml * Revise project using. * Update build_and_test.yml * Update release.yml * Update the package info of Tensorflow.Hub. * Add a tolorance to equivalence of NDArray. * Create semantic.yml * fix: run code clean. * Update release.yml * Update release.yml * ci: revise the auto release ci. * ci: update release ci. * ci: update release ci. * ci: update ci files. * ci: update ci files. * ci: update ci files. * ci: update ci files. * ci: update ci files. * ci: update release ci and hub package info. * ci: revise build_and_test ci. * test: add tolorance to float NDArray comparison. * ci: disable linux test. * ci: update release ci. * Update release.yml * ci: update release ci. * ci: revise auto-release ci. * ci: update auto-release ci. * Update release.yml * ci: specify packed project names of auto-release. * ci: revise auto release ci file. * ci: revise auto-release ci file. * ci: revise auto-release ci file. * ci: revise auto-release ci file. * Update release.yml * ci: revise auto-release ci file. * ci: revise auto-release ci file. * ci: revise auto-release ci file.
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‎.github/workflows/build_and_test.yml‎

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# This workflow will build a .NET project
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# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-net
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name: build_and_test
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on:
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push:
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branches: [ "master" ]
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pull_request:
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branches: [ "master" ]
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types: ["opened", "reopened", "synchronize", "ready_for_review", "auto_merge_enabled"]
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jobs:
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windows:
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runs-on: windows-latest
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steps:
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- uses: actions/checkout@v3
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- name: Setup .NET 6
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uses: actions/setup-dotnet@v3
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with:
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dotnet-version: 6.0.x
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- name: Restore dependencies
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run: dotnet restore
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- name: Build CPU version
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run: dotnet build --no-restore
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- name: Test CPU version
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run: dotnet test --no-build --verbosity normal
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- name: uninstall redist cpu for unit tests
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run: dotnet remove helpers/Tensorflow.UnitTest.RedistHolder package SciSharp.TensorFlow.Redist
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- name: install redist gpu for unit tests
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run: dotnet add helpers/Tensorflow.UnitTest.RedistHolder package SciSharp.TensorFlow.Redist-Windows-GPU
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- name: Restore dependencies
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run: dotnet restore
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- name: Build GPU version
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run: dotnet build --no-restore
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# - name: Test GPU version
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# run: dotnet test --no-build --verbosity normal
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linux:
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v3
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- name: Setup .NET
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uses: actions/setup-dotnet@v3
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with:
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dotnet-version: 6.0.x
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- name: Restore dependencies
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run: dotnet restore
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- name: Build CPU version
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run: dotnet build --no-restore
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# - name: Test CPU version
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# run: dotnet test --no-build --verbosity normal
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- name: uninstall redist cpu for unit tests
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run: dotnet remove helpers/Tensorflow.UnitTest.RedistHolder package SciSharp.TensorFlow.Redist
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- name: install redist gpu for unit tests
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run: dotnet add helpers/Tensorflow.UnitTest.RedistHolder package SciSharp.TensorFlow.Redist-Linux-GPU
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- name: Restore dependencies
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run: dotnet restore
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- name: Build GPU version
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run: dotnet build --no-restore
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# - name: Test GPU version
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# run: dotnet test --no-build --verbosity normal

‎.github/workflows/release.yml‎

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name: auto-release
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on:
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label:
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types: [created, edited]
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pull_request:
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branches:
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- master
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types: [ labeled, opened, reopened, synchronize ]
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env:
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MYGET_API_TOKEN: ${{ SECRETS.RINNE_MYGET_KEY }}
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GITHUB_TOKEN: ${{ SECRETS.RINNE_GITHUB_TOKEN }}
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jobs:
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build:
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if: contains(github.event.pull_request.labels.*.name, 'auto-release')
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runs-on: windows-latest
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steps:
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- uses: actions/checkout@v3
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- name: Setup .NET 6.0.x SDK
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uses: actions/setup-dotnet@v3
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with:
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dotnet-version: 6.0.x
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- name: Check .NET info
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run: dotnet --info
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- name: Install dependencies
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run: dotnet restore
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- name: Build solution
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run: dotnet build -c Release --no-restore
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# run-semantic-release:
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# runs-on: ubuntu-latest
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# needs: build
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# steps:
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# - name: Checkout
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# uses: actions/checkout@v2
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# - name: Run semantic-release
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# run: |
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# export PATH=$PATH:$(yarn global bin)
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# yarn global add semantic-release@17.4.3
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# semantic-release
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release:
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runs-on: windows-latest
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# needs: run-semantic-release
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needs: build
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steps:
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- uses: actions/checkout@v3
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- name: Setup .NET 6.0.x SDK
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uses: actions/setup-dotnet@v3
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with:
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dotnet-version: 6.0.x
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- name: Check .NET info
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run: dotnet --info
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- name: Install dependencies
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run: dotnet restore
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- name: Build solution
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run: dotnet build -c Release --no-restore
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- name: Pack packages
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run: |
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git fetch --unshallow;
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git config remote.origin.fetch "+refs/heads/*:refs/remotes/origin/*";
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git fetch origin;
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$LastTag = git describe --tags;
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echo "Last tag is: $LastTag";
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$Version = ($LastTag).TrimStart('v') + "-preview";
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echo "Publishing version: $Version";
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dotnet pack ./src/TensorFlowNET.Core/Tensorflow.Binding.csproj -c Release -o packages /p:PackageVersion=$Version /p:Version=$Version;
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dotnet pack ./src/TensorFlowNET.Keras/Tensorflow.Keras.csproj -c Release -o packages /p:PackageVersion=$Version /p:Version=$Version;
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dotnet pack ./src/TensorflowNET.Hub/Tensorflow.Hub.csproj -c Release -o packages /p:PackageVersion=$Version /p:Version=$Version;
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if($LastExitCode -ne 0)
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{
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Write-Warning -Message "Pack packages warming, last exit code is ${LastExitCode}."
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$LastExitCode = 0;
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}
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- name: Upload packages artifacts
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uses: actions/upload-artifact@v1.0.0
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with:
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name: "drop-ci-packages"
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path: './packages'
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- name: Add myget nuget source
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run: dotnet nuget add source https://www.myget.org/F/rinne/api/v2/package --name myget.org
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- name: Push TensorFlow.NET to myget.org
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run: dotnet nuget push .\packages\TensorFlow*.nupkg -s myget.org -k $env:MYGET_API_TOKEN --skip-duplicate

‎.github/workflows/semantic.yml‎

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name: Semantic
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on:
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pull_request:
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branches: [ "master" ]
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jobs:
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semantic-pull-request:
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name: Semantic check
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runs-on: windows-latest
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steps:
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- name: semantic-pull-request
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uses: amannn/action-semantic-pull-request@v4
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env:
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GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
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with:
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validateSingleCommit: true

‎TensorFlow.NET.sln‎

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@@ -31,7 +31,9 @@ Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "src", "src", "{01A1787F-A9B
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EndProject
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Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "test", "test", "{1B0918B9-65AD-4F34-A287-AF4597B27DBD}"
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EndProject
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Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "console", "console", "{E1A5D2B7-10AF-4876-85C0-7714EF274214}"
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Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "helpers", "helpers", "{E1A5D2B7-10AF-4876-85C0-7714EF274214}"
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EndProject
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Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Tensorflow.UnitTest.RedistHolder", "helpers\Tensorflow.UnitTest.RedistHolder\Tensorflow.UnitTest.RedistHolder.csproj", "{62D543A2-8846-45A3-829B-5754B094A8E2}"
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EndProject
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Global
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GlobalSection(SolutionConfigurationPlatforms) = preSolution
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{7DEA8760-E401-4872-81F3-405F185A13A0}.Release|x64.Build.0 = Release|Any CPU
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{7DEA8760-E401-4872-81F3-405F185A13A0}.Release|x86.ActiveCfg = Release|Any CPU
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{7DEA8760-E401-4872-81F3-405F185A13A0}.Release|x86.Build.0 = Release|Any CPU
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{62D543A2-8846-45A3-829B-5754B094A8E2}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
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{62D543A2-8846-45A3-829B-5754B094A8E2}.Debug|Any CPU.Build.0 = Debug|Any CPU
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{62D543A2-8846-45A3-829B-5754B094A8E2}.Debug|x64.ActiveCfg = Debug|Any CPU
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{62D543A2-8846-45A3-829B-5754B094A8E2}.Debug|x64.Build.0 = Debug|Any CPU
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{62D543A2-8846-45A3-829B-5754B094A8E2}.Debug|x86.ActiveCfg = Debug|Any CPU
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{62D543A2-8846-45A3-829B-5754B094A8E2}.Debug|x86.Build.0 = Debug|Any CPU
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{62D543A2-8846-45A3-829B-5754B094A8E2}.GPU|Any CPU.ActiveCfg = Debug|Any CPU
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{62D543A2-8846-45A3-829B-5754B094A8E2}.GPU|Any CPU.Build.0 = Debug|Any CPU
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{62D543A2-8846-45A3-829B-5754B094A8E2}.GPU|x64.ActiveCfg = Debug|Any CPU
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{62D543A2-8846-45A3-829B-5754B094A8E2}.GPU|x64.Build.0 = Debug|Any CPU
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{62D543A2-8846-45A3-829B-5754B094A8E2}.GPU|x86.ActiveCfg = Debug|Any CPU
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{62D543A2-8846-45A3-829B-5754B094A8E2}.GPU|x86.Build.0 = Debug|Any CPU
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{62D543A2-8846-45A3-829B-5754B094A8E2}.Release|Any CPU.ActiveCfg = Release|Any CPU
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{62D543A2-8846-45A3-829B-5754B094A8E2}.Release|Any CPU.Build.0 = Release|Any CPU
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{62D543A2-8846-45A3-829B-5754B094A8E2}.Release|x64.ActiveCfg = Release|Any CPU
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{62D543A2-8846-45A3-829B-5754B094A8E2}.Release|x64.Build.0 = Release|Any CPU
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{62D543A2-8846-45A3-829B-5754B094A8E2}.Release|x86.ActiveCfg = Release|Any CPU
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{62D543A2-8846-45A3-829B-5754B094A8E2}.Release|x86.Build.0 = Release|Any CPU
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EndGlobalSection
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GlobalSection(SolutionProperties) = preSolution
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HideSolutionNode = FALSE
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EndGlobalSection
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GlobalSection(NestedProjects) = preSolution
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{FD682AC0-7B2D-45D3-8B0D-C6D678B04144} = {01A1787F-A9BE-4221-84E8-6360DD010AB6}
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{3A6EB896-604F-4E25-B677-B8103BCF3D2E} = {1B0918B9-65AD-4F34-A287-AF4597B27DBD}
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{3A6EB896-604F-4E25-B677-B8103BCF3D2E} = {E1A5D2B7-10AF-4876-85C0-7714EF274214}
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{23C28035-2FCE-41F3-9A12-E73CE8A5AE32} = {1B0918B9-65AD-4F34-A287-AF4597B27DBD}
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{03F06299-3F4B-4449-A709-3A647657BC0C} = {E1A5D2B7-10AF-4876-85C0-7714EF274214}
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{49D71826-C03D-4FA7-9BAC-22C1327E65CF} = {01A1787F-A9BE-4221-84E8-6360DD010AB6}
@@ -279,6 +299,7 @@ Global
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{3F5388FF-FBB4-462B-8F6F-829FFBAEB8A3} = {1B0918B9-65AD-4F34-A287-AF4597B27DBD}
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{9738D16A-CFA0-405C-A7DF-D3D203B0CB18} = {01A1787F-A9BE-4221-84E8-6360DD010AB6}
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{7DEA8760-E401-4872-81F3-405F185A13A0} = {1B0918B9-65AD-4F34-A287-AF4597B27DBD}
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{62D543A2-8846-45A3-829B-5754B094A8E2} = {E1A5D2B7-10AF-4876-85C0-7714EF274214}
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EndGlobalSection
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GlobalSection(ExtensibilityGlobals) = postSolution
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SolutionGuid = {2DEAD3CC-486B-4918-A607-50B0DE7B114A}

‎helpers/Tensorflow.UnitTest.RedistHolder/EmptyClass.cs‎

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internal class EmptyClass
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{
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}

‎helpers/Tensorflow.UnitTest.RedistHolder/Tensorflow.UnitTest.RedistHolder.csproj‎

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<Project Sdk="Microsoft.NET.Sdk">
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<PropertyGroup>
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<TargetFramework>netstandard2.0</TargetFramework>
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</PropertyGroup>
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<ItemGroup>
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<PackageReference Include="SciSharp.TensorFlow.Redist" Version="2.11.3" />
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<PackageReference Include="SciSharp.TensorFlow.Redist-Lite" Version="2.6.0" />
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</ItemGroup>
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</Project>

‎src/TensorFlowNET.Core/NumPy/NDArray.Operators.cs‎

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using System;
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using System.Collections.Generic;
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using System.Linq;
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using System.Text;
5-
using static Tensorflow.Binding;
1+
using static Tensorflow.Binding;
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namespace Tensorflow.NumPy
84
{
@@ -14,35 +10,52 @@ public partial class NDArray
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public static NDArray operator -(NDArray lhs, NDArray rhs) => new NDArray(BinaryOpWrapper("sub", lhs, rhs));
1511
[AutoNumPy]
1612
public static NDArray operator *(NDArray lhs, NDArray rhs) => new NDArray(BinaryOpWrapper("mul", lhs, rhs));
17-
[AutoNumPy]
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[AutoNumPy]
1814
public static NDArray operator /(NDArray lhs, NDArray rhs) => new NDArray(BinaryOpWrapper("div", lhs, rhs));
1915
[AutoNumPy]
2016
public static NDArray operator %(NDArray lhs, NDArray rhs) => new NDArray(BinaryOpWrapper("mod", lhs, rhs));
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[AutoNumPy]
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[AutoNumPy]
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public static NDArray operator >(NDArray lhs, NDArray rhs) => new NDArray(gen_math_ops.greater(lhs, rhs));
23-
[AutoNumPy]
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[AutoNumPy]
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public static NDArray operator <(NDArray lhs, NDArray rhs) => new NDArray(gen_math_ops.less(lhs, rhs));
25-
[AutoNumPy]
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[AutoNumPy]
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public static NDArray operator -(NDArray lhs) => new NDArray(gen_math_ops.neg(lhs));
2723
[AutoNumPy]
2824
public static NDArray operator ==(NDArray lhs, NDArray rhs)
2925
{
30-
if(ReferenceEquals(lhs, rhs))
26+
if (ReferenceEquals(lhs, rhs))
3127
return Scalar(true);
32-
if(lhs is null)
28+
if (lhs is null)
3329
return Scalar(false);
34-
if(rhs is null)
30+
if (rhs is null)
3531
return Scalar(false);
36-
return new NDArray(math_ops.equal(lhs, rhs));
32+
// TODO(Rinne): use np.allclose instead.
33+
if (lhs.dtype.is_floating() || rhs.dtype.is_floating())
34+
{
35+
var diff = tf.abs(lhs - rhs);
36+
return new NDArray(gen_math_ops.less(diff, new NDArray(1e-5).astype(diff.dtype)));
37+
}
38+
else
39+
{
40+
return new NDArray(math_ops.equal(lhs, rhs));
41+
}
3742
}
3843
[AutoNumPy]
3944
public static NDArray operator !=(NDArray lhs, NDArray rhs)
4045
{
41-
if(ReferenceEquals(lhs, rhs))
46+
if (ReferenceEquals(lhs, rhs))
4247
return Scalar(false);
43-
if(lhs is null || rhs is null)
48+
if (lhs is null || rhs is null)
4449
return Scalar(true);
45-
return new NDArray(math_ops.not_equal(lhs, rhs));
50+
if (lhs.dtype.is_floating() || rhs.dtype.is_floating())
51+
{
52+
var diff = tf.abs(lhs - rhs);
53+
return new NDArray(gen_math_ops.greater_equal(diff, new NDArray(1e-5).astype(diff.dtype)));
54+
}
55+
else
56+
{
57+
return new NDArray(math_ops.not_equal(lhs, rhs));
58+
}
4659
}
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}
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}

‎src/TensorFlowNET.Core/Tensorflow.Binding.csproj‎

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@@ -41,6 +41,7 @@ https://tensorflownet.readthedocs.io</Description>
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<FileVersion>1.0.0.0</FileVersion>
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<PackageLicenseFile>LICENSE</PackageLicenseFile>
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<PackageRequireLicenseAcceptance>true</PackageRequireLicenseAcceptance>
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<PackageOutputPath>packages</PackageOutputPath>
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<SignAssembly>true</SignAssembly>
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<AssemblyOriginatorKeyFile>Open.snk</AssemblyOriginatorKeyFile>
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<Platforms>AnyCPU;x64</Platforms>

‎src/TensorFlowNET.Keras/Tensorflow.Keras.csproj‎

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@@ -34,6 +34,7 @@ Keras is an API designed for human beings, not machines. Keras follows best prac
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<GeneratePackageOnBuild>true</GeneratePackageOnBuild>
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<PackageTags>tensorflow, keras, deep learning, machine learning</PackageTags>
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<PackageRequireLicenseAcceptance>true</PackageRequireLicenseAcceptance>
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<PackageOutputPath>packages</PackageOutputPath>
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<RepositoryType>Git</RepositoryType>
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<SignAssembly>true</SignAssembly>
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<AssemblyOriginatorKeyFile>Open.snk</AssemblyOriginatorKeyFile>

‎src/TensorflowNET.Hub/Tensorflow.Hub.csproj‎

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<TargetFrameworks>netstandard2.0;net6</TargetFrameworks>
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<LangVersion>10</LangVersion>
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<Nullable>enable</Nullable>
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<Version>1.0.0</Version>
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<PackageId>TensorFlow.Hub</PackageId>
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<PackageLicenseExpression>Apache2.0</PackageLicenseExpression>
10+
<PackageRequireLicenseAcceptance>true</PackageRequireLicenseAcceptance>
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<SignAssembly>true</SignAssembly>
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<Authors>Yaohui Liu, Haiping Chen</Authors>
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<Company>SciSharp STACK</Company>
14+
<GeneratePackageOnBuild>true</GeneratePackageOnBuild>
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<Copyright>Apache 2.0, Haiping Chen $([System.DateTime]::UtcNow.ToString(yyyy))</Copyright>
16+
<RepositoryUrl>https://github.com/SciSharp/TensorFlow.NET</RepositoryUrl>
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<RepositoryType>git</RepositoryType>
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<PackageProjectUrl>http://scisharpstack.org</PackageProjectUrl>
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<PackageIconUrl>https://avatars3.githubusercontent.com/u/44989469?s=200&amp;v=4</PackageIconUrl>
20+
<PackageTags>TensorFlow, SciSharp, Machine Learning, Deep Learning, Transfer Learning, TensorFlow Hub, TensorFlow.NET, TF.NET, AI</PackageTags>
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<PackageOutputPath>packages</PackageOutputPath>
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<Description>
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Google's TensorFlow Hub full binding in .NET Standard.
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A library for transfer learning with TensorFlow.NET.
25+
</Description>
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</PropertyGroup>
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<ItemGroup>

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