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‎.azure/gpu-tests-fabric.yml

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@@ -60,13 +60,13 @@ jobs:
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image: "pytorchlightning/pytorch_lightning:base-cuda-py3.10-torch2.1-cuda12.1.1"
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PACKAGE_NAME: "fabric"
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"Fabric | latest":
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image: "pytorchlightning/pytorch_lightning:base-cuda-py3.12-torch2.6-cuda12.4.1"
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PACKAGE_NAME: "fabric"
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"Fabric | future":
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image: "pytorchlightning/pytorch_lightning:base-cuda-py3.12-torch2.7-cuda12.6.3"
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PACKAGE_NAME: "fabric"
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#"Fabric | future":
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# image: "pytorchlightning/pytorch_lightning:base-cuda-py3.12-torch2.7-cuda12.6.3"
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# PACKAGE_NAME: "fabric"
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"Lightning | latest":
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image: "pytorchlightning/pytorch_lightning:base-cuda-py3.12-torch2.6-cuda12.4.1"
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image: "pytorchlightning/pytorch_lightning:base-cuda-py3.12-torch2.7-cuda12.6.3"
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PACKAGE_NAME: "lightning"
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workspace:
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clean: all

‎.azure/gpu-tests-pytorch.yml

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@@ -53,13 +53,13 @@ jobs:
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image: "pytorchlightning/pytorch_lightning:base-cuda-py3.10-torch2.1-cuda12.1.1"
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PACKAGE_NAME: "pytorch"
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"PyTorch | latest":
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image: "pytorchlightning/pytorch_lightning:base-cuda-py3.12-torch2.6-cuda12.4.1"
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PACKAGE_NAME: "pytorch"
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"PyTorch | future":
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image: "pytorchlightning/pytorch_lightning:base-cuda-py3.12-torch2.7-cuda12.6.3"
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PACKAGE_NAME: "pytorch"
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#"PyTorch | future":
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# image: "pytorchlightning/pytorch_lightning:base-cuda-py3.12-torch2.7-cuda12.6.3"
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# PACKAGE_NAME: "pytorch"
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"Lightning | latest":
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image: "pytorchlightning/pytorch_lightning:base-cuda-py3.12-torch2.6-cuda12.4.1"
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image: "pytorchlightning/pytorch_lightning:base-cuda-py3.12-torch2.7-cuda12.6.3"
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PACKAGE_NAME: "lightning"
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pool: lit-rtx-3090
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variables:

‎.github/CODEOWNERS

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/README.md @williamfalcon @lantiga
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/src/pytorch_lightning/__about__.py @williamfalcon @lantiga @borda
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/src/lightning_fabric/__about__.py @williamfalcon @lantiga @borda
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/src/lightning/fabric/loggers @williamfalcon
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/src/lightning/pytorch/loggers @williamfalcon

‎.github/checkgroup.yml

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@@ -134,7 +134,8 @@ subprojects:
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- "build-pl (3.11, 2.3, 12.1.1)"
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- "build-pl (3.11, 2.4, 12.1.1)"
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- "build-pl (3.12, 2.5, 12.1.1)"
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- "build-pl (3.12, 2.6, 12.4.1, true)"
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- "build-pl (3.12, 2.6, 12.4.1)"
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- "build-pl (3.12, 2.7, 12.6.3, true)"
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# SECTION: lightning_fabric
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‎.github/workflows/_legacy-checkpoints.yml

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jobs:
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create-legacy-ckpts:
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runs-on: ubuntu-20.04
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runs-on: ubuntu-22.04
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outputs:
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pl-version: ${{ steps.decide-version.outputs.pl-version }}
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steps:
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- run: pip install -r requirements/ci.txt
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- name: Upload checkpoints to S3
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if: secrets.AWS_REGION != ''
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working-directory: ${{ env.LEGACY_FOLDER }}
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env:
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AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY }}
@@ -124,7 +125,7 @@ jobs:
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aws s3 cp $AWS_RUN checkpoints.zip s3://pl-public-data/legacy/ --acl public-read
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add-ckpt-test:
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runs-on: ubuntu-20.04
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runs-on: ubuntu-22.04
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if: inputs.create_pr
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needs: create-legacy-ckpts
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env:

‎.github/workflows/call-clear-cache.yml

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jobs:
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cron-clear:
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if: github.event_name == 'schedule' || github.event_name == 'pull_request'
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uses: Lightning-AI/utilities/.github/workflows/[email protected].2
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uses: Lightning-AI/utilities/.github/workflows/[email protected].3
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with:
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scripts-ref: v0.14.2
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scripts-ref: v0.14.3
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dry-run: ${{ github.event_name == 'pull_request' }}
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pattern: "latest|docs"
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age-days: 7
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direct-clear:
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if: github.event_name == 'workflow_dispatch' || github.event_name == 'pull_request'
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uses: Lightning-AI/utilities/.github/workflows/[email protected].2
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uses: Lightning-AI/utilities/.github/workflows/[email protected].3
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with:
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scripts-ref: v0.14.2
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scripts-ref: v0.14.3
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dry-run: ${{ github.event_name == 'pull_request' }}
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pattern: ${{ inputs.pattern || 'pypi_wheels' }} # setting str in case of PR / debugging
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age-days: ${{ fromJSON(inputs.age-days) || 0 }} # setting 0 in case of PR / debugging

‎.github/workflows/ci-check-md-links.yml

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jobs:
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check-md-links:
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uses: Lightning-AI/utilities/.github/workflows/[email protected].2
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uses: Lightning-AI/utilities/.github/workflows/[email protected].3
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with:
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config-file: ".github/markdown-links-config.json"
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base-branch: "master"

‎.github/workflows/ci-schema.yml

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jobs:
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check:
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uses: Lightning-AI/utilities/.github/workflows/[email protected].2
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uses: Lightning-AI/utilities/.github/workflows/[email protected].3
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with:
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# skip azure due to the wrong schema file by MSFT
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# https://github.com/Lightning-AI/lightning-flash/pull/1455#issuecomment-1244793607

‎.github/workflows/ci-tests-fabric.yml

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include:
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# only run PyTorch latest
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- { os: "macOS-14", pkg-name: "lightning", python-version: "3.10", pytorch-version: "2.1" }
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- { os: "ubuntu-20.04", pkg-name: "lightning", python-version: "3.10", pytorch-version: "2.1" }
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- { os: "ubuntu-22.04", pkg-name: "lightning", python-version: "3.10", pytorch-version: "2.1" }
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- { os: "windows-2022", pkg-name: "lightning", python-version: "3.10", pytorch-version: "2.1" }
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- { os: "macOS-14", pkg-name: "lightning", python-version: "3.11", pytorch-version: "2.2.2" }
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- { os: "ubuntu-20.04", pkg-name: "lightning", python-version: "3.11", pytorch-version: "2.2.2" }
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- { os: "ubuntu-22.04", pkg-name: "lightning", python-version: "3.11", pytorch-version: "2.2.2" }
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- { os: "windows-2022", pkg-name: "lightning", python-version: "3.11", pytorch-version: "2.2.2" }
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- { os: "macOS-14", pkg-name: "lightning", python-version: "3.11", pytorch-version: "2.3" }
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- { os: "ubuntu-20.04", pkg-name: "lightning", python-version: "3.11", pytorch-version: "2.3" }
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- { os: "ubuntu-22.04", pkg-name: "lightning", python-version: "3.11", pytorch-version: "2.3" }
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- { os: "windows-2022", pkg-name: "lightning", python-version: "3.11", pytorch-version: "2.3" }
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- { os: "macOS-14", pkg-name: "lightning", python-version: "3.12.7", pytorch-version: "2.4.1" }
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- { os: "ubuntu-22.04", pkg-name: "lightning", python-version: "3.12.7", pytorch-version: "2.4.1" }
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- { os: "windows-2022", pkg-name: "fabric", python-version: "3.12.7", pytorch-version: "2.6" }
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# "oldest" versions tests, only on minimum Python
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- { os: "macOS-14", pkg-name: "fabric", pytorch-version: "2.1", requires: "oldest" }
64-
- { os: "ubuntu-20.04", pkg-name: "fabric", pytorch-version: "2.1", requires: "oldest" }
64+
- { os: "ubuntu-22.04", pkg-name: "fabric", pytorch-version: "2.1", requires: "oldest" }
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- { os: "windows-2022", pkg-name: "fabric", pytorch-version: "2.1", requires: "oldest" }
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# "fabric" installs the standalone package
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- { os: "macOS-14", pkg-name: "fabric", python-version: "3.10", pytorch-version: "2.5" }
68-
- { os: "ubuntu-20.04", pkg-name: "fabric", python-version: "3.10", pytorch-version: "2.5" }
68+
- { os: "ubuntu-22.04", pkg-name: "fabric", python-version: "3.10", pytorch-version: "2.5" }
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- { os: "windows-2022", pkg-name: "fabric", python-version: "3.10", pytorch-version: "2.5" }
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# adding recently cut Torch 2.7 - FUTURE
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- { os: "macOS-14", pkg-name: "fabric", python-version: "3.12", pytorch-version: "2.7" }
@@ -159,7 +159,8 @@ jobs:
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run: |
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echo $GITHUB_RUN_ID
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python -m coverage run --source ${{ env.COVERAGE_SCOPE }} \
162-
-m pytest -v --timeout=30 --durations=50 --random-order-seed=$GITHUB_RUN_ID
162+
-m pytest -v --timeout=30 --durations=50 --random-order-seed=$GITHUB_RUN_ID \
163+
--junitxml=junit.xml -o junit_family=legacy # NOTE: for Codecov's test results
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- name: Statistics
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if: success()

‎.github/workflows/ci-tests-pytorch.yml

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include:
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# only run PyTorch latest
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- { os: "macOS-14", pkg-name: "lightning", python-version: "3.10", pytorch-version: "2.1" }
48-
- { os: "ubuntu-20.04", pkg-name: "lightning", python-version: "3.10", pytorch-version: "2.1" }
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- { os: "ubuntu-22.04", pkg-name: "lightning", python-version: "3.10", pytorch-version: "2.1" }
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- { os: "windows-2022", pkg-name: "lightning", python-version: "3.10", pytorch-version: "2.1" }
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- { os: "macOS-14", pkg-name: "lightning", python-version: "3.11", pytorch-version: "2.2.2" }
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- { os: "ubuntu-20.04", pkg-name: "lightning", python-version: "3.11", pytorch-version: "2.2.2" }
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- { os: "ubuntu-22.04", pkg-name: "lightning", python-version: "3.11", pytorch-version: "2.2.2" }
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- { os: "windows-2022", pkg-name: "lightning", python-version: "3.11", pytorch-version: "2.2.2" }
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- { os: "macOS-14", pkg-name: "lightning", python-version: "3.11", pytorch-version: "2.3" }
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- { os: "ubuntu-20.04", pkg-name: "lightning", python-version: "3.11", pytorch-version: "2.3" }
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- { os: "ubuntu-22.04", pkg-name: "lightning", python-version: "3.11", pytorch-version: "2.3" }
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- { os: "windows-2022", pkg-name: "lightning", python-version: "3.11", pytorch-version: "2.3" }
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- { os: "macOS-14", pkg-name: "lightning", python-version: "3.12.7", pytorch-version: "2.4.1" }
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- { os: "ubuntu-22.04", pkg-name: "lightning", python-version: "3.12.7", pytorch-version: "2.4.1" }
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- { os: "windows-2022", pkg-name: "pytorch", python-version: "3.12.7", pytorch-version: "2.6" }
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# "oldest" versions tests, only on minimum Python
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- { os: "macOS-14", pkg-name: "pytorch", pytorch-version: "2.1", requires: "oldest" }
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- { os: "ubuntu-20.04", pkg-name: "pytorch", pytorch-version: "2.1", requires: "oldest" }
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- { os: "ubuntu-22.04", pkg-name: "pytorch", pytorch-version: "2.1", requires: "oldest" }
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- { os: "windows-2022", pkg-name: "pytorch", pytorch-version: "2.1", requires: "oldest" }
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# "pytorch" installs the standalone package
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- { os: "macOS-14", pkg-name: "pytorch", python-version: "3.10", pytorch-version: "2.5" }
72-
- { os: "ubuntu-20.04", pkg-name: "pytorch", python-version: "3.10", pytorch-version: "2.5" }
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- { os: "ubuntu-22.04", pkg-name: "pytorch", python-version: "3.10", pytorch-version: "2.5" }
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- { os: "windows-2022", pkg-name: "pytorch", python-version: "3.10", pytorch-version: "2.5" }
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# adding recently cut Torch 2.7 - FUTURE
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- { os: "macOS-14", pkg-name: "pytorch", python-version: "3.12", pytorch-version: "2.7" }
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run: |
197197
echo $GITHUB_RUN_ID
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python -m coverage run --source ${{ env.COVERAGE_SCOPE }} \
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-m pytest . -v --timeout=60 --durations=50 --random-order-seed=$GITHUB_RUN_ID
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-m pytest . -v --timeout=60 --durations=50 --random-order-seed=$GITHUB_RUN_ID \
200+
--junitxml=junit.xml -o junit_family=legacy # NOTE: for Codecov's test results
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- name: Statistics
202203
if: success()
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coverage report
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coverage xml
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- name: Upload test results to Codecov
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if: ${{ !cancelled() }} # Run even if tests fail
211+
uses: codecov/test-results-action@v1
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with:
213+
token: ${{ secrets.CODECOV_TOKEN }}
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- name: Upload coverage to Codecov
209216
uses: codecov/codecov-action@v5
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# see: https://github.com/actions/toolkit/issues/399

‎.github/workflows/code-checks.yml

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jobs:
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mypy:
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runs-on: ubuntu-22.04
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- uses: actions/checkout@v4
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- uses: actions/setup-python@v5

‎.github/workflows/docker-build.yml

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- { python_version: "3.11", pytorch_version: "2.3", cuda_version: "12.1.1" }
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- { python_version: "3.11", pytorch_version: "2.4", cuda_version: "12.1.1" }
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- { python_version: "3.12", pytorch_version: "2.5", cuda_version: "12.1.1" }
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- { python_version: "3.12", pytorch_version: "2.6", cuda_version: "12.4.1", latest: "true" }
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- { python_version: "3.12", pytorch_version: "2.6", cuda_version: "12.4.1" }
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- { python_version: "3.12", pytorch_version: "2.7", cuda_version: "12.6.3", latest: "true" }
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- uses: actions/checkout@v4
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with:

‎.github/workflows/docs-build.yml

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jobs:
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docs-make:
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if: github.event.pull_request.draft == false
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runs-on: ubuntu-20.04
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runs-on: ubuntu-22.04
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strategy:
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fail-fast: false
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matrix:
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lfs: ${{ matrix.pkg-name == 'pytorch' }}
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- uses: actions/setup-python@v5
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with:
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python-version: "3.9"
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python-version: "3.10"
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- name: List notebooks
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if: ${{ matrix.pkg-name == 'pytorch' }}
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deploy-docs:
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needs: docs-make
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if: github.repository_owner == 'Lightning-AI' && github.event_name != 'pull_request'
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runs-on: ubuntu-20.04
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runs-on: ubuntu-22.04
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matrix:

‎.github/workflows/docs-tutorials.yml

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runs-on: ubuntu-20.04
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runs-on: ubuntu-22.04
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- uses: actions/checkout@v4
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with:

‎.pre-commit-config.yaml

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- id: detect-private-key
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- repo: https://github.com/codespell-project/codespell
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rev: v2.3.0
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rev: v2.4.1
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- id: codespell
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additional_dependencies: [tomli]
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- id: sphinx-lint
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rev: v0.8.6
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rev: v0.11.4
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- id: ruff
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- repo: https://github.com/executablebooks/mdformat
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rev: 0.7.21
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rev: 0.7.22
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‎_notebooks

‎docs/source-fabric/conf.py

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("py:.*", "torch_xla.*"),
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("py:class", "transformer_engine.*"),
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("py:class", "bitsandbytes.*"),
295+
# loggers
296+
('py:class', 'tensorboardX.SummaryWriter'), # todo: this is unexpected as the imports locally works
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]
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# -- Options for todo extension ----------------------------------------------

‎docs/source-pytorch/conf.py

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# missing in generated API
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("py:exc", "MisconfigurationException"),
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# TODO: generated list of all existing ATM, need to be fixed
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('py:class', 'tensorboardX.SummaryWriter'),
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("py:class", "AveragedModel"),
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("py:class", "CometExperiment"),
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("py:meth", "DataModule.__init__"),

‎docs/source-pytorch/visualize/loggers.rst

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</div>
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</div>
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.. _mlflow_logger:
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MLflow Logger
61-
-------------
62-
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The MLflow logger in PyTorch Lightning now includes a `checkpoint_path_prefix` parameter. This parameter allows you to prefix the checkpoint artifact's path when logging checkpoints as artifacts.
64-
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Example usage:
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.. code-block:: python
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import lightning as L
70-
from lightning.pytorch.loggers import MLFlowLogger
71-
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mlf_logger = MLFlowLogger(
73-
experiment_name="lightning_logs",
74-
tracking_uri="file:./ml-runs",
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checkpoint_path_prefix="my_prefix"
76-
)
77-
trainer = L.Trainer(logger=mlf_logger)
78-
79-
# Your LightningModule definition
80-
class LitModel(L.LightningModule):
81-
def training_step(self, batch, batch_idx):
82-
# example
83-
self.logger.experiment.whatever_ml_flow_supports(...)
84-
85-
def any_lightning_module_function_or_hook(self):
86-
self.logger.experiment.whatever_ml_flow_supports(...)
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# Train your model
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model = LitModel()
90-
trainer.fit(model)

‎requirements/ci.txt

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@@ -5,4 +5,4 @@ twine ==6.0.1
55
importlib-metadata <8.0.0
66
wget
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pkginfo ==1.12.0
8-
packaging <24.2
8+
packaging <25.1

‎requirements/docs.txt

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@@ -17,7 +17,7 @@ sphinx-rtd-dark-mode
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sphinxcontrib-video ==0.2.0
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jinja2 <3.2.0
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20-
lightning-utilities >=0.11.1, <0.12.0
20+
lightning-utilities >=0.11.1, <0.15.0
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# installed from S3 location and fetched in advance
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lai-sphinx-theme

‎requirements/doctests.txt

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@@ -1,2 +1,2 @@
1-
pytest ==7.4.0
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pytest-doctestplus ==1.0.0
1+
pytest ==8.3.5
2+
pytest-doctestplus ==1.4.0

‎requirements/fabric/base.txt

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# NOTE: the upper bound for the package version is only set for CI stability, and it is dropped while installing this package
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# in case you want to preserve/enforce restrictions on the latest compatible version, add "strict" as an in-line comment
33

4-
torch >=2.1.0, <2.6.0
4+
torch >=2.1.0, <2.7.0
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fsspec[http] >=2022.5.0, <2024.4.0
6-
packaging >=20.0, <=23.1
6+
packaging >=20.0, <=25.0
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typing-extensions >=4.4.0, <4.11.0
8-
lightning-utilities >=0.10.0, <0.12.0
8+
lightning-utilities >=0.10.0, <0.15.0

‎requirements/fabric/examples.txt

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@@ -1,6 +1,6 @@
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# NOTE: the upper bound for the package version is only set for CI stability, and it is dropped while installing this package
22
# in case you want to preserve/enforce restrictions on the latest compatible version, add "strict" as an in-line comment
33

4-
torchvision >=0.16.0, <0.21.0
5-
torchmetrics >=0.10.0, <1.5.0
6-
lightning-utilities >=0.8.0, <0.12.0
4+
torchvision >=0.16.0, <0.22.0
5+
torchmetrics >=0.10.0, <1.8.0
6+
lightning-utilities >=0.8.0, <0.15.0

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