rebase

.github/workflows/ci-testing.yml

@@ -71,9 +71,9 @@ jobs:
       uses: actions/cache@v1
       with:
         path: ${{ steps.pip-cache.outputs.dir }}
-        key: ${{ runner.os }}-${{ matrix.python-version }}-pip-${{ hashFiles('requirements.txt') }}-${{ hashFiles('requirements-extra.txt') }}
+        key: ${{ runner.os }}-${{ matrix.python-version }}-${{ matrix.requires }}-pip-${{ hashFiles('requirements.txt') }}-${{ hashFiles('requirements-extra.txt') }}
         restore-keys: |
-          ${{ runner.os }}-${{ matrix.python-version }}-pip-
+          ${{ runner.os }}-${{ matrix.python-version }}-${{ matrix.requires }}-pip-
 
     - name: Install dependencies
       run: |
@@ -99,14 +99,14 @@ jobs:
       run: |
         # tox --sitepackages
         # flake8 .
-        coverage run --source pytorch_lightning -m py.test pytorch_lightning tests -v --doctest-modules --junitxml=junit/test-results-${{ runner.os }}-${{ matrix.python-version }}.xml
+        coverage run --source pytorch_lightning -m py.test pytorch_lightning tests -v --doctest-modules --junitxml=junit/test-results-${{ runner.os }}-${{ matrix.python-version }}-${{ matrix.requires }}.xml
         coverage report
 
     - name: Upload pytest test results
       uses: actions/upload-artifact@master
       with:
-        name: pytest-results-${{ runner.os }}-${{ matrix.python-version }}
-        path: junit/test-results-${{ runner.os }}-${{ matrix.python-version }}.xml
+        name: pytest-results-${{ runner.os }}-${{ matrix.python-version }}-${{ matrix.requires }}
+        path: junit/test-results-${{ runner.os }}-${{ matrix.python-version }}-${{ matrix.requires }}.xml
       # Use always() to always run this step to publish test results when there are test failures
       if: always()
 

.github/workflows/docker_builds.yml

@@ -22,23 +22,23 @@ jobs:
     - uses: actions/checkout@v2
     - name: Publish Releases to Docker
       # only on releases
-      uses: elgohr/Publish-Docker-Github-Action@master
+      uses: elgohr/Publish-Docker-Github-Action@2.14
       if: contains(github.ref, 'refs/tags/') && !contains(${{ steps.get_version.outputs.VERSION }}, 'rc') %% !contains(${{ steps.get_version.outputs.VERSION }}, 'dev')
       with:
         name: pytorchlightning/pytorch_lightning
         username: ${{ secrets.DOCKER_USERNAME }}
         password: ${{ secrets.DOCKER_PASSWORD }}
         dockerfile: docker/Dockerfile
         buildargs: PYTHON_VERSION=${{ matrix.python_version }},PYTORCH_VERSION=${{ matrix.pytorch_version }},LIGHTNING_VERSION=${{ steps.get_version.outputs.VERSION }}
-        tags: "${{ steps.get_version.outputs.VERSION }}_py${{ matrix.python_version }}_torch${{ matrix.pytorch_version }},stable_py${{ matrix.python_version }}_torch${{ matrix.pytorch_version }}"
+        tags: "${{ steps.get_version.outputs.VERSION }}-py${{ matrix.python_version }}-torch${{ matrix.pytorch_version }},stable-py${{ matrix.python_version }}-torch${{ matrix.pytorch_version }}"
     - name: Publish Master
       # publish master
-      uses: elgohr/Publish-Docker-Github-Action@master
+      uses: elgohr/Publish-Docker-Github-Action@2.14
       if: github.event_name == 'push'
       with:
         name: pytorchlightning/pytorch_lightning
         username: ${{ secrets.DOCKER_USERNAME }}
         password: ${{ secrets.DOCKER_PASSWORD }}
         dockerfile: docker/Dockerfile
         buildargs: PYTHON_VERSION=${{ matrix.python_version }},PYTORCH_VERSION=${{ matrix.pytorch_version }},LIGHTNING_VERSION=${{ steps.get_version.outputs.VERSION }}
-        tags: "latest_py${{ matrix.python_version }}_torch${{ matrix.pytorch_version }}"
+        tags: "nightly-py${{ matrix.python_version }}-torch${{ matrix.pytorch_version }}"

.github/workflows/rebase.yml

@@ -1,8 +1,9 @@
 name: Automatic Rebase
 # https://github.com/marketplace/actions/automatic-rebase
 
-on:
-  - pull_request
+on: 
+  issue_comment:
+    types: [created]
 
 jobs:
   rebase:
@@ -17,10 +18,3 @@ jobs:
       uses: cirrus-actions/rebase@1.2
       env:
         GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-  # https://github.community/t5/GitHub-Actions/Workflow-is-failing-if-no-job-can-be-ran-due-to-condition/m-p/38186#M3250
-  always_job:
-    name: Always run job
-    runs-on: ubuntu-latest
-    steps:
-      - name: Always run
-        run: echo "This job is used to prevent the workflow to fail when all other jobs are skipped."

CHANGELOG.md

@@ -10,20 +10,29 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 
 - Added callback for logging learning rates ([#1498](https://github.com/PyTorchLightning/pytorch-lightning/pull/1498))
 
+- Added transfer learning example (for a binary classification task in computer vision) ([#1564](https://github.com/PyTorchLightning/pytorch-lightning/pull/1564))
+
+- Added type hints in `Trainer.fit()` and `Trainer.test()` to reflect that also a list of dataloaders can be passed in ([#1723](https://github.com/PyTorchLightning/pytorch-lightning/pull/1723)).
+
 - Added auto scaling of batch size ([#1638](https://github.com/PyTorchLightning/pytorch-lightning/pull/1638))
 
 ### Changed
+
+- Reduction when `batch_size < num_gpus` ([#1609](https://github.com/PyTorchLightning/pytorch-lightning/pull/1609))
 
 ### Deprecated
 
 ### Removed
 
 ### Fixed
 
-- Fixed broken link in PR template ([#1675](https://github.com/PyTorchLightning/pytorch-lightning/pull/1675))
 - Fixed ModelCheckpoint not None checking filepath ([1654](https://github.com/PyTorchLightning/pytorch-lightning/pull/1654))
+
 - Trainer now calls `on_load_checkpoint()` when resuming from a checkpoint ([1666](https://github.com/PyTorchLightning/pytorch-lightning/pull/1666))
 
+- Fixed Horovod distributed backend to set the `root_gpu` property ([#1669](https://github.com/PyTorchLightning/pytorch-lightning/pull/1669))
+
+- Fixed wandb logger `global_step` affects other loggers ([#1492](https://github.com/PyTorchLightning/pytorch-lightning/issues/1485))
 
 ## [0.7.5] - 2020-04-27
 
@@ -69,6 +78,7 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 - Defines shared proc. rank, remove rank from instances (e.g. loggers) ([#1408](https://github.com/PyTorchLightning/pytorch-lightning/pull/1408))
 - Updated semantic segmentation example with custom U-Net and logging ([#1371](https://github.com/PyTorchLightning/pytorch-lightning/pull/1371))
 - Disabled val and test shuffling ([#1600](https://github.com/PyTorchLightning/pytorch-lightning/pull/1600))
+- Updated LightningTemplateModel to look more like Colab example ([#1546](https://github.com/PyTorchLightning/pytorch-lightning/pull/1577))
 
 ### Deprecated