fix: update Optimization tutorial #3441
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| name: CI | |
| on: | |
| pull_request: | |
| branches: | |
| - main | |
| paths: | |
| - "src/**" | |
| - "ext/**" | |
| - "test/**" | |
| - "Project.toml" | |
| - ".github/workflows/CI.yml" | |
| push: | |
| branches: | |
| - main | |
| concurrency: | |
| # Skip intermediate builds: always. | |
| # Cancel intermediate builds: only if it is a pull request build. | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: ${{ startsWith(github.ref, 'refs/pull/') }} | |
| jobs: | |
| ci: | |
| name: Julia ${{ matrix.version }} - ${{ matrix.os }} - ${{ matrix.test_group }} | |
| if: ${{ !contains(github.event.head_commit.message, '[skip tests]') }} | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| version: | |
| - "1" | |
| os: | |
| - ubuntu-latest | |
| - macos-latest | |
| - windows-latest | |
| test_group: | |
| - "core_layers" | |
| - "contrib" | |
| - "helpers" | |
| - "distributed" | |
| - "normalize_layers" | |
| - "others" | |
| - "autodiff" | |
| - "recurrent_layers" | |
| - "eltype_match" | |
| - "fluxcompat" | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: julia-actions/setup-julia@v2 | |
| with: | |
| version: ${{ matrix.version }} | |
| - uses: actions/cache@v4 | |
| env: | |
| cache-name: cache-artifacts | |
| with: | |
| path: ~/.julia/artifacts | |
| key: ${{ runner.os }}-test-${{ env.cache-name }}-${{ hashFiles('**/Project.toml') }} | |
| restore-keys: | | |
| ${{ runner.os }}-test-${{ env.cache-name }}- | |
| ${{ runner.os }}-test- | |
| ${{ runner.os }}- | |
| - uses: julia-actions/julia-buildpkg@v1 | |
| - uses: julia-actions/julia-runtest@v1 | |
| env: | |
| LUX_TEST_GROUP: ${{ matrix.test_group }} | |
| - uses: julia-actions/julia-processcoverage@v1 | |
| with: | |
| directories: src,ext | |
| - uses: codecov/codecov-action@v4 | |
| with: | |
| files: lcov.info | |
| token: ${{ secrets.CODECOV_TOKEN }} | |
| verbose: true | |
| fail_ci_if_error: true | |
| downstream: | |
| name: Downstream ${{ matrix.package.repo }}/${{ matrix.package.group }} | |
| if: ${{ !contains(github.event.head_commit.message, '[skip tests]') && contains(github.event.pull_request.labels.*.name, 'run downstream test') }} | |
| runs-on: ${{ matrix.os }} | |
| timeout-minutes: 60 | |
| env: | |
| GROUP: ${{ matrix.package.group }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| julia-version: ["1"] | |
| os: [ubuntu-latest] | |
| package: | |
| - { user: SciML, repo: DiffEqFlux.jl, group: BasicNeuralDE } | |
| - { user: SciML, repo: DiffEqFlux.jl, group: AdvancedNeuralDE } | |
| - { user: SciML, repo: DeepEquilibriumNetworks.jl, group: All } | |
| - { user: SciML, repo: NeuralPDE.jl, group: NNPDE1 } | |
| - { user: SciML, repo: NeuralPDE.jl, group: NNPDE2 } | |
| - { user: LuxDL, repo: Boltz.jl, group: CPU } | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: julia-actions/setup-julia@v2 | |
| with: | |
| version: ${{ matrix.julia-version }} | |
| arch: x64 | |
| - uses: julia-actions/julia-buildpkg@v1 | |
| - name: Clone Downstream | |
| uses: actions/checkout@v4 | |
| with: | |
| repository: ${{ matrix.package.user }}/${{ matrix.package.repo }} | |
| path: downstream | |
| - name: Load this and run the downstream tests | |
| shell: julia --code-coverage=user --color=yes --project=downstream {0} | |
| run: | | |
| using Pkg | |
| try | |
| # force it to use this PR's version of the package | |
| Pkg.develop(PackageSpec(path=".")) # resolver may fail with main deps | |
| Pkg.update() | |
| Pkg.test(; coverage="user") # resolver may fail with test time deps | |
| catch err | |
| err isa Pkg.Resolve.ResolverError || rethrow() | |
| # If we can't resolve that means this is incompatible by SemVer and this is fine | |
| # It means we marked this as a breaking change, so we don't need to worry about | |
| # Mistakenly introducing a breaking change, as we have intentionally made one | |
| @info "Not compatible with this release. No problem." exception=err | |
| exit(0) # Exit immediately, as a success | |
| end | |
| - uses: julia-actions/julia-processcoverage@v1 | |
| - uses: codecov/codecov-action@v4 | |
| with: | |
| files: lcov.info | |
| token: ${{ secrets.CODECOV_TOKEN }} | |
| verbose: true | |
| fail_ci_if_error: true | |
| downgrade: | |
| if: ${{ !contains(github.event.head_commit.message, '[skip tests]') && github.base_ref == github.event.repository.default_branch }} | |
| name: Downgrade Julia ${{ matrix.version }} - ${{ matrix.test_group }} | |
| runs-on: ubuntu-latest | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| version: ["1"] | |
| test_group: | |
| - "core_layers" | |
| - "contrib" | |
| - "helpers" | |
| - "distributed" | |
| - "normalize_layers" | |
| - "others" | |
| - "autodiff" | |
| - "recurrent_layers" | |
| - "eltype_match" | |
| - "fluxcompat" | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: julia-actions/setup-julia@v2 | |
| with: | |
| version: ${{ matrix.version }} | |
| - uses: julia-actions/julia-downgrade-compat@v1 | |
| - uses: julia-actions/julia-buildpkg@v1 | |
| - uses: julia-actions/julia-runtest@v1 | |
| env: | |
| LUX_TEST_GROUP: ${{ matrix.test_group }} | |
| - uses: julia-actions/julia-processcoverage@v1 | |
| with: | |
| directories: src,ext | |
| - uses: codecov/codecov-action@v4 | |
| with: | |
| files: lcov.info | |
| token: ${{ secrets.CODECOV_TOKEN }} | |
| verbose: true | |
| fail_ci_if_error: true | |
| invalidations: | |
| # Only run on PRs to the default branch. | |
| # In the PR trigger above branches can be specified only explicitly whereas this check should work for master, main, or any other default branch | |
| if: github.base_ref == github.event.repository.default_branch | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: julia-actions/setup-julia@v2 | |
| with: | |
| version: "1" | |
| - uses: actions/checkout@v4 | |
| - uses: julia-actions/julia-buildpkg@v1 | |
| - uses: julia-actions/julia-invalidations@v1 | |
| id: invs_pr | |
| - uses: actions/checkout@v4 | |
| with: | |
| ref: ${{ github.event.repository.default_branch }} | |
| - uses: julia-actions/julia-buildpkg@v1 | |
| - uses: julia-actions/julia-invalidations@v1 | |
| id: invs_default | |
| - name: Report invalidation counts | |
| run: | | |
| echo "Invalidations on default branch: ${{ steps.invs_default.outputs.total }} (${{ steps.invs_default.outputs.deps }} via deps)" >> $GITHUB_STEP_SUMMARY | |
| echo "This branch: ${{ steps.invs_pr.outputs.total }} (${{ steps.invs_pr.outputs.deps }} via deps)" >> $GITHUB_STEP_SUMMARY | |
| - name: Check if the PR does increase number of invalidations | |
| if: steps.invs_pr.outputs.total > steps.invs_default.outputs.total | |
| run: exit 1 | |
| env: | |
| BACKEND_GROUP: "CPU" |