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Merge pull request #1 from PyTorchLightning/release/1.2-dev
Release/1.2 dev
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‎.github/workflows/ci_dockers.yml‎

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fail-fast: false
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matrix:
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python_version: [3.6]
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pytorch_version: [1.3, 1.7]
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pytorch_version: [1.4, 1.7]
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steps:
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- name: Checkout
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- python_version: 3.7
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pytorch_version: 1.4
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‎.github/workflows/ci_test-conda.yml‎

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# os: [ubuntu-20.04]
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pytorch-version: [1.3, 1.4, 1.5, 1.6, 1.7, 1.8]
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pytorch-version: [1.4, 1.5, 1.6, 1.7, 1.8]
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# Timeout: https://stackoverflow.com/a/59076067/4521646
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‎.github/workflows/ci_test-full.yml‎

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open(fname, 'w').writelines(lines)
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shell: python
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# versions <= 1.3 may have issues on mac with some BLAS ops due to missing mkl (https://github.com/pytorch/pytorch/issues/18996)
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- name: Adjust minimal for Python 3.8 and MacOS
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if: matrix.requires == 'minimal' && (runner.os == 'macOS' || matrix.python-version == 3.8)
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run : |
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fname = 'requirements.txt'
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req = open(fname).read().replace('torch>=1.3', 'torch>=1.4')
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open(fname, 'w').write(req)
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fname = 'requirements/examples.txt'
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req = open(fname).read().replace('torchvision>=0.4.1', 'torchvision>=0.5.0')
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open(fname, 'w').write(req)
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fname = 'requirements/extra.txt'
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req = open(fname).read().replace('torchtext>=0.3.1', 'torchtext>=0.5.0')
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open(fname, 'w').write(req)
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‎.github/workflows/nightly.yml‎

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exclude:
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# excludes PT 1.3 as it is missing on pypi
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pytorch_version: [1.4, 1.5, 1.6, 1.7, 1.8]
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‎.github/workflows/release-docker.yml‎

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# excludes PT 1.3 as it is missing on pypi
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pytorch_version: 1.3
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pytorch_version: [1.4, 1.5, 1.6, 1.7]
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‎CHANGELOG.md‎

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- Added `R2Score` metric ([#5241](https://github.com/PyTorchLightning/pytorch-lightning/pull/5241))
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- Added `LambdaCallback` ([#5347](https://github.com/PyTorchLightning/pytorch-lightning/pull/5347))
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- Added `BackboneLambdaFinetuningCallback` ([#5377](https://github.com/PyTorchLightning/pytorch-lightning/pull/5377))
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- Added `IoU` class interface ([#4704](https://github.com/PyTorchLightning/pytorch-lightning/pull/4704))
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- Added missing val/test hooks in `LightningModule` ([#5467](https://github.com/PyTorchLightning/pytorch-lightning/pull/5467))
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### Changed
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- Changed `stat_scores` metric now calculates stat scores over all classes and gains new parameters, in line with the new `StatScores` metric ([#4839](https://github.com/PyTorchLightning/pytorch-lightning/pull/4839))
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- Changed `iou` [func] to allow float input ([#4704](https://github.com/PyTorchLightning/pytorch-lightning/pull/4704))
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- Metric `compute()` method will no longer automatically call `reset()` ([#5409](https://github.com/PyTorchLightning/pytorch-lightning/pull/5409/))
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- Set PyTorch 1.4 as min requirements, also for testing and examples `torchvision>=0.5` and `torchtext>=0.5` ([#5418](https://github.com/PyTorchLightning/pytorch-lightning/pull/5418))
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- Changed `callbacks` argument in `Trainer` to allow `Callback` input ([#5446](https://github.com/PyTorchLightning/pytorch-lightning/pull/5446))
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- Changed the default of `find_unused_parameters` to `False` in DDP ([#5185](https://github.com/PyTorchLightning/pytorch-lightning/pull/5185))
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### Deprecated
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- `stat_scores_multiple_classes` is deprecated in favor of `stat_scores` ([#4839](https://github.com/PyTorchLightning/pytorch-lightning/pull/4839))

‎README.md‎

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## Continuous Integration
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<center>
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| System / PyTorch ver. | 1.3 (min. req.)* | 1.4 | 1.5 | 1.6 | 1.7 (latest) | 1.8 (nightly) |
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| :---: | :---: | :---: | :---: | :---: | :---: | :---: |
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| Conda py3.7 [linux] | [![PyTorch & Conda](https://github.com/PyTorchLightning/pytorch-lightning/workflows/PyTorch%20&%20Conda/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22PyTorch+%26+Conda%22+branch%3Amaster) | [![PyTorch & Conda](https://github.com/PyTorchLightning/pytorch-lightning/workflows/PyTorch%20&%20Conda/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22PyTorch+%26+Conda%22+branch%3Amaster) | [![PyTorch & Conda](https://github.com/PyTorchLightning/pytorch-lightning/workflows/PyTorch%20&%20Conda/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22PyTorch+%26+Conda%22+branch%3Amaster) | [![PyTorch & Conda](https://github.com/PyTorchLightning/pytorch-lightning/workflows/PyTorch%20&%20Conda/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22PyTorch+%26+Conda%22+branch%3Amaster) | [![PyTorch & Conda](https://github.com/PyTorchLightning/pytorch-lightning/workflows/PyTorch%20&%20Conda/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22PyTorch+%26+Conda%22+branch%3Amaster) | [![PyTorch & Conda](https://github.com/PyTorchLightning/pytorch-lightning/workflows/PyTorch%20&%20Conda/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22PyTorch+%26+Conda%22+branch%3Amaster) |
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| Linux py3.7 [GPUs**] | - | - | - | [![GPUs Status](http://104.154.220.231/api/badges/PyTorchLightning/pytorch-lightning/status.svg)](http://104.154.220.231/PyTorchLightning/pytorch-lightning) | - | - |
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| Linux py3.{6,7} [TPUs***] | - | - | - | [![TPU tests](https://github.com/PyTorchLightning/pytorch-lightning/workflows/TPU%20tests/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22TPU+tests%22+branch%3Amaster) | [![TPU tests](https://github.com/PyTorchLightning/pytorch-lightning/workflows/TPU%20tests/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22TPU+tests%22+branch%3Amaster) | - |
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| Linux py3.{6,7} | [![CI complete testing](https://github.com/PyTorchLightning/pytorch-lightning/workflows/CI%20complete%20testing/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22CI+testing%22) | - | - | - | [![CI complete testing](https://github.com/PyTorchLightning/pytorch-lightning/workflows/CI%20complete%20testing/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22CI+testing%22) | - |
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| OSX py3.{6,7,8} | - | [![CI complete testing](https://github.com/PyTorchLightning/pytorch-lightning/workflows/CI%20complete%20testing/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22CI+testing%22) | - | - | [![CI complete testing](https://github.com/PyTorchLightning/pytorch-lightning/workflows/CI%20complete%20testing/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22CI+testing%22) | - |
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| Windows py3.{6,7,8} | [![CI complete testing](https://github.com/PyTorchLightning/pytorch-lightning/workflows/CI%20complete%20testing/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22CI+testing%22) | - | - | - | [![CI complete testing](https://github.com/PyTorchLightning/pytorch-lightning/workflows/CI%20complete%20testing/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22CI+testing%22) | - |
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- _\* `torch>=1.4` is the minimal pytorch version for Python 3.8_
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| System / PyTorch ver. | 1.4 (min. req.)* | 1.5 | 1.6 | 1.7 (latest) | 1.8 (nightly) |
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| :---: | :---: | :---: | :---: | :---: | :---: |
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| Conda py3.7 [linux] | [![PyTorch & Conda](https://github.com/PyTorchLightning/pytorch-lightning/workflows/PyTorch%20&%20Conda/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22PyTorch+%26+Conda%22+branch%3Amaster) | [![PyTorch & Conda](https://github.com/PyTorchLightning/pytorch-lightning/workflows/PyTorch%20&%20Conda/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22PyTorch+%26+Conda%22+branch%3Amaster) | [![PyTorch & Conda](https://github.com/PyTorchLightning/pytorch-lightning/workflows/PyTorch%20&%20Conda/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22PyTorch+%26+Conda%22+branch%3Amaster) | [![PyTorch & Conda](https://github.com/PyTorchLightning/pytorch-lightning/workflows/PyTorch%20&%20Conda/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22PyTorch+%26+Conda%22+branch%3Amaster) | [![PyTorch & Conda](https://github.com/PyTorchLightning/pytorch-lightning/workflows/PyTorch%20&%20Conda/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22PyTorch+%26+Conda%22+branch%3Amaster) |
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| Linux py3.7 [GPUs**] | - | - | [![GPUs Status](http://104.154.220.231/api/badges/PyTorchLightning/pytorch-lightning/status.svg)](http://104.154.220.231/PyTorchLightning/pytorch-lightning) | - | - |
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| Linux py3.{6,7} [TPUs***] | - | - | [![TPU tests](https://github.com/PyTorchLightning/pytorch-lightning/workflows/TPU%20tests/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22TPU+tests%22+branch%3Amaster) | [![TPU tests](https://github.com/PyTorchLightning/pytorch-lightning/workflows/TPU%20tests/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22TPU+tests%22+branch%3Amaster) |
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| Linux py3.{6,7} | [![CI complete testing](https://github.com/PyTorchLightning/pytorch-lightning/workflows/CI%20complete%20testing/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22CI+testing%22) | - | - | [![CI complete testing](https://github.com/PyTorchLightning/pytorch-lightning/workflows/CI%20complete%20testing/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22CI+testing%22) | - |
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| OSX py3.{6,7,8} | - | [![CI complete testing](https://github.com/PyTorchLightning/pytorch-lightning/workflows/CI%20complete%20testing/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22CI+testing%22) | - | [![CI complete testing](https://github.com/PyTorchLightning/pytorch-lightning/workflows/CI%20complete%20testing/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22CI+testing%22) | - |
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| Windows py3.{6,7,8} | [![CI complete testing](https://github.com/PyTorchLightning/pytorch-lightning/workflows/CI%20complete%20testing/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22CI+testing%22) | - | - | [![CI complete testing](https://github.com/PyTorchLightning/pytorch-lightning/workflows/CI%20complete%20testing/badge.svg?branch=master&event=push)](https://github.com/PyTorchLightning/pytorch-lightning/actions?query=workflow%3A%22CI+testing%22) | - |
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- _\** tests run on two NVIDIA K80_
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- _\*** tests run on Google GKE TPUv2/3_
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- _TPU w/ py3.6/py3.7 means we support Colab and Kaggle env._

‎dockers/base-conda/Dockerfile‎

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‎dockers/base-cuda/Dockerfile‎

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‎docs/source/callbacks.rst‎

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