Tadej Svetina
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fedc0d1360
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Classification metrics overhaul: input formatting standardization (1/n) (#4837)
* Add stuff
* Change metrics documentation layout
* Change testing utils
* Replace len(*.shape) with *.ndim
* More descriptive error message for input formatting
* Replace movedim with permute
* Style changes in error messages
* More error message style improvements
* Fix typo in docs
* Add more descriptive variable names in utils
* Change internal var names
* Break down error checking for inputs into separate functions
* Remove the (N, ..., C) option in MD-MC
* Simplify select_topk
* Remove detach for inputs
* Fix typos
* Update pytorch_lightning/metrics/classification/utils.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Update docs/source/metrics.rst
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Minor error message changes
* Update pytorch_lightning/metrics/utils.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* Reuse case from validation in formatting
* Refactor code in _input_format_classification
* Small improvements
* PEP 8
* Update pytorch_lightning/metrics/classification/utils.py
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
* Update pytorch_lightning/metrics/classification/utils.py
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
* Update docs/source/metrics.rst
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
* Update pytorch_lightning/metrics/classification/utils.py
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
* Apply suggestions from code review
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
* Alphabetical reordering of regression metrics
* Change default value of top_k and add error checking
* Extract basic validation into separate function
* Update desciption of parameters in input formatting
* Apply suggestions from code review
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
* Check that probabilities in preds sum to 1 (for MC)
* Fix coverage
* Minor changes
* Fix edge case and simplify testing
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: chaton <thomas@grid.ai>
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
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2020-12-07 17:49:35 +01:00 |
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Nicki Skafte
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bf7c28cd54
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[Metrics] PrecisionRecallCurve, ROC and AveragePrecision class interface (#4549)
* initial changes
* remove old
* init files
* add average precision
* add precision_recall_curve
* add roc
* cleaning
* docs
* pep8
* docs
* pep8
* changelog
* examples prune duplicate roc
* format
* imports
* fix
* format
* flake8
* duplicate
* fix
* flake8
* docs
* docs
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
Co-authored-by: Nicki Skafte <nugginea@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
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2020-12-04 22:42:23 +01:00 |
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Jeff Yang
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c36121326d
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[metrics] Update SSIM (#4566)
* [metrics] Update SSIM
* [metrics] Update SSIM
* [metrics] Update SSIM
* [metrics] Update SSIM
* [metrics] update ssim
* dist_sync_on_step True
* [metrics] update ssim
* Update tests/metrics/regression/test_ssim.py
Co-authored-by: chaton <thomas@grid.ai>
* Update pytorch_lightning/metrics/functional/ssim.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* ddp=True
* Update test_ssim.py
Co-authored-by: chaton <thomas@grid.ai>
Co-authored-by: Sean Naren <sean.narenthiran@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
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2020-11-19 11:51:18 +06:30 |
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Jeff Yang
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0f584faa6b
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PyTorch 1.7 Stable support (#3821)
* prepare for 1.7 support [ci skip]
* tpu [ci skip]
* test run 1.7
* all 1.7, needs to fix tests
* couple with torchvision
* windows try
* remove windows
* 1.7 is here
* on purpose fail [ci skip]
* return [ci skip]
* 1.7 docker
* back to normal [ci skip]
* change to some_val [ci skip]
* add seed [ci skip]
* 4 places [ci skip]
* fail on purpose [ci skip]
* verbose=True [ci skip]
* use filename to track
* use filename to track
* monitor epoch + changelog
* Update tests/checkpointing/test_model_checkpoint.py
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
Co-authored-by: Sean Naren <sean.narenthiran@gmail.com>
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
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2020-10-30 15:42:14 +00:00 |
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Nicki Skafte
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a937394312
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[Metrics] Unification of regression (#4166)
* moved to utility
* add files
* unify
* add desc
* update
* end of line
* Apply suggestions from code review
Co-authored-by: Justus Schock <12886177+justusschock@users.noreply.github.com>
* Apply suggestions from code review
Co-authored-by: Justus Schock <12886177+justusschock@users.noreply.github.com>
* add back functional test in new interface
* pep8
* doctest fix
* test name fix
* unify psnr + add class psnr, TODO: psnr test refactor ala mean squared error
* unify psnr
* rm unused code
* pep8
* docs
* unify ssim
* lower tolerance for ssim
* fix import
* pep8
* docs
* flake8
* test smaller images
* trying to fix test
* no ddp test for ssim
* pep8
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Justus Schock <12886177+justusschock@users.noreply.github.com>
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
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2020-10-21 18:05:59 -04:00 |
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Nicki Skafte
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edcb6e49b9
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Speedup of metric tests (#4122)
* speedup
* something working
* update the rest
* more desc
* recurse tests/metrics again
* pep8
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
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2020-10-14 13:51:58 -04:00 |
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Jirka Borovec
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2c3b512c50
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reverted "temporary drop metrics tests while speeding them up" and SKIP (#4115)
* Revert "temporary drop metrics tests while speeding them up (#4071)"
This reverts commit 86c70622fb.
* skip metrics tests
* skipping
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2020-10-14 19:01:43 +02:00 |
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William Falcon
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86c70622fb
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temporary drop metrics tests while speeding them up (#4071)
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2020-10-11 07:38:58 -04:00 |
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Ananya Harsh Jha
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ae8772490d
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classification metrics (#4043)
* docs + precision + recall + f_beta + refactor
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
* rebase
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
* fixes
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
* added missing file
* docs
* docs
* extra import
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
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2020-10-10 12:31:00 -04:00 |
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Nicki Skafte
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8a3c800641
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Update explained variance metric (#4024)
* update metrics
* pep8
* Update pytorch_lightning/metrics/regression/explained_variance.py
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
* add typing for testing utils
* change from assert to raise exception
* add test for raised shape error
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
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2020-10-09 19:23:12 -04:00 |
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Ananya Harsh Jha
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4cd14c4237
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fixes metrics pickle issue (#3921)
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
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2020-10-06 20:33:57 -04:00 |
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Ananya Harsh Jha
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f76bc5254e
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revamp entire metrics (#3868)
* removed metric
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
* added new metrics
Co-authored-by: Teddy Koker teddy.koker@gmail.com
* pep8
Co-authored-by: Teddy Koker teddy.koker@gmail.com
* pep8
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
* docs
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
* docs
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
* win ddp tests skip
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
* win ddp tests skip
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
* win ddp tests skip
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
* win ddp tests skip
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
* reset in compute, cache compute
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
* reduce_ops handling
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
* sync -> sync_dist, type annotations
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
* wip docs
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
* mean squared error
* docstring
* added mean ___ error metrics
* added mean ___ error metrics
* seperated files
* accuracy doctest
* gpu fix
* remove unnecessary mixin
* metric and accuracy docstring
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
* metric docs
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
* pep8, changelog
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
* refactor dist utils, pep8
* refactor dist utils, pep8
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
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2020-10-06 17:03:24 -04:00 |