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Make LightningModule torch.jit.script-able again #15947

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merged 6 commits into from
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@awaelchli awaelchli commented Dec 7, 2022

What does this PR do?

Fixes #15917

torch.jit.script has issues with properties. Related to #10092 and it is an unsolved problem in torch, see pytorch/pytorch#67146. It is unclear whether this can ever be addressed, as pytorch 2.0 will bring a different compiler that is substantially more powerful than torch.jit.script for program capture.

We were triggering this issue by patching a property onto the LightningModule from the graveyard: #12315

cc @Borda @carmocca @justusschock @awaelchli @lantiga

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cc @carmocca @justusschock @awaelchli @Borda

@awaelchli awaelchli added bug Something isn't working lightningmodule pl.LightningModule labels Dec 7, 2022
@github-actions github-actions bot added the pl Generic label for PyTorch Lightning package label Dec 7, 2022
@awaelchli awaelchli marked this pull request as draft December 7, 2022 18:43
@awaelchli awaelchli added this to the v1.8.x milestone Dec 7, 2022
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⚡ Required checks status: All passing 🟢

Groups summary

🟢 pytorch_lightning: Tests workflow
Check ID Status
pl-cpu (macOS-11, pytorch, 3.8, 1.11) success
pl-cpu (macOS-11, pytorch, 3.9, 1.12) success
pl-cpu (macOS-11, pytorch, 3.10, 1.13) success
pl-cpu (macOS-11, pytorch, 3.8, 1.10, oldest) success
pl-cpu (ubuntu-20.04, pytorch, 3.8, 1.10) success
pl-cpu (ubuntu-20.04, pytorch, 3.9, 1.11) success
pl-cpu (ubuntu-20.04, pytorch, 3.10, 1.12) success
pl-cpu (ubuntu-20.04, pytorch, 3.10, 1.13) success
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pl-cpu (windows-2022, pytorch, 3.9, 1.11) success
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pl-cpu (windows-2022, pytorch, 3.10, 1.13) success
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pl-cpu (macOS-11, lightning, 3.8, 1.13) success
pl-cpu (ubuntu-20.04, lightning, 3.8, 1.13) success
pl-cpu (windows-2022, lightning, 3.8, 1.13) success

These checks are required after the changes to src/pytorch_lightning/_graveyard/core.py, src/pytorch_lightning/core/module.py, tests/tests_pytorch/core/test_lightning_module.py, tests/tests_pytorch/graveyard/test_core.py.

🟢 pytorch_lightning: Azure GPU
Check ID Status
pytorch-lightning (GPUs) success

These checks are required after the changes to src/pytorch_lightning/_graveyard/core.py, src/pytorch_lightning/core/module.py, tests/tests_pytorch/core/test_lightning_module.py, tests/tests_pytorch/graveyard/test_core.py.

🟢 pytorch_lightning: Azure HPU
Check ID Status
pytorch-lightning (HPUs) success

These checks are required after the changes to src/pytorch_lightning/_graveyard/core.py, src/pytorch_lightning/core/module.py, tests/tests_pytorch/core/test_lightning_module.py, tests/tests_pytorch/graveyard/test_core.py.

🟢 pytorch_lightning: Azure IPU
Check ID Status
pytorch-lightning (IPUs) success

These checks are required after the changes to src/pytorch_lightning/_graveyard/core.py, src/pytorch_lightning/core/module.py, tests/tests_pytorch/core/test_lightning_module.py, tests/tests_pytorch/graveyard/test_core.py.

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make-html (pytorch) success

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🟢 mypy
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install-pkg (ubuntu-22.04, app, 3.10) success
install-pkg (ubuntu-22.04, lite, 3.7) success
install-pkg (ubuntu-22.04, lite, 3.10) success
install-pkg (ubuntu-22.04, pytorch, 3.7) success
install-pkg (ubuntu-22.04, pytorch, 3.10) success
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install-pkg (windows-2022, lightning, 3.10) success

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@awaelchli awaelchli marked this pull request as ready for review December 7, 2022 18:50
@awaelchli awaelchli requested a review from tchaton as a code owner December 7, 2022 21:51
@Borda Borda enabled auto-merge (squash) December 8, 2022 06:30
@mergify mergify bot added the ready PRs ready to be merged label Dec 8, 2022
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LGTM !

@Borda Borda merged commit b5fa896 into master Dec 8, 2022
@Borda Borda deleted the bugfix/lm-scriptable branch December 8, 2022 17:02
Borda pushed a commit that referenced this pull request Dec 8, 2022
* Make LightningModule torch.jit.script-able again
* remove skip

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
(cherry picked from commit b5fa896)
lantiga pushed a commit that referenced this pull request Dec 8, 2022
* [docs] Include all components in the API reference (#15805)

* Update docs

Co-authored-by: Jirka Borovec <[email protected]>
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justusschock added a commit that referenced this pull request Dec 9, 2022
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* ENG-627: Docs for CloudCompute Mount Argument (#15182)

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Co-authored-by: stekiri <[email protected]>
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Co-authored-by: thomas <[email protected]>
@@ -425,6 +425,17 @@ def test_proper_refcount():
assert sys.getrefcount(torch_module) == sys.getrefcount(lightning_module)


def test_lightning_module_scriptable():
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nit: this would have fit better in tests/tests_pytorch/models/test_torchscript.py

carmocca added a commit that referenced this pull request Jan 4, 2023
* Simplify enabling CPU offload in FSDP (#15832)

Co-authored-by: Jirka Borovec <[email protected]>

* [App] Enable running with spawn context (#15923)

* Fix compiler support test (#15927)

* Enable back inference mode support with hpu & update links (#15918)

* Enable back inference mode support with hpu
* Remove unused
* Update document link and address comment

Signed-off-by: Jerome <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* [App] Introduce auto scaler (#15769)

* Exlucde __pycache__ in setuptools

* Add load balancer example

* wip

* Update example

* rename

* remove prints

* _LoadBalancer -> LoadBalancer

* AutoScaler(work)

* change var name

* remove locust

* Update docs

* include autoscaler in api ref

* docs typo

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* docs typo

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* remove unused loadtest

* remove unused device_type

* clean up

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* clean up

* Add docstring

* type

* env vars to args

* expose an API for users to override to customise autoscaling logic

* update example

* comment

* udpate var name

* fix scale mechanism and clean up

* Update exampl

* ignore mypy

* Add test file

* .

* update impl and update tests

* Update changlog

* .

* revert docs

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* update state to keep calling 'flow.run()'

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* Add aiohttp to base requirements

* Update docs

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* Use deserializer utility

* fake trigger

* wip: protect /system/* with basic auth

* read password at runtime

* Change env var name

* import torch as optional

* Don't overcreate works

* simplify imports

* Update example

* aiohttp

* Add work_args work_kwargs

* More docs

* remove FIXME

* Apply Jirka's suggestions

Co-authored-by: Jirka Borovec <[email protected]>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* clean example device

* add comment on init threshold value

* bad merge

* nit: logging format

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* lowercase

* docs on seconds

* process_time -> processing_time

* Dont modify work state from flow

* Update tests

* worker_url -> endpoint

* fix exampl

* Fix default scale logic

* Fix default scale logic

* Fix num_pending_works

* Update num_pending_works

* Fix bug creating too many works

* Remove up/downscale_threshold args

* Update example

* Add typing

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* Fix default scale logic

* Update src/lightning_app/components/auto_scaler.py

Co-authored-by: Noha Alon <[email protected]>

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* .

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Co-authored-by: Noha Alon <[email protected]>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Revert "[pre-commit.ci] auto fixes from pre-commit.com hooks"

This reverts commit 24983a0.

* Revert "Update src/lightning_app/components/auto_scaler.py"

This reverts commit 56ea78b.

* Remove redefinition

* Remove load balancer run blocker

* raise RuntimeError

* remove has_sent

* lower the default timeout_batching from 10 to 1

* remove debug

* update the default timeout_batching

* .

* tighten condition

* fix endpoint

* typo in runtimeerror cond

* async lock update severs

* add a test

* {in,out}put_type typing

* Update examples/app_server_with_auto_scaler/app.py

Co-authored-by: Jirka Borovec <[email protected]>

* Update .actions/setup_tools.py

Co-authored-by: Aniket Maurya <[email protected]>
Co-authored-by: Luca Antiga <[email protected]>
Co-authored-by: Jirka Borovec <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Noha Alon <[email protected]>
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Co-authored-by: Akihiro Nitta <[email protected]>
Co-authored-by: thomas chaton <[email protected]>

* ENG-627: Docs for CloudCompute Mount Argument (#15182)

fixed conflicts

* Fix LRScheduler import for PyTorch 2.0 (#15940)

* Fix LRScheduler import for PyTorch 2.0
* Add comment for posterity

* CI: fix pypi flow (#15944)

* CI: fixing pypi syntax (#15943)
* connect
* input

* [App] Remove `SingleProcessRuntime` (#15933)

* Remove SingleProcessRuntime
* Remove unused queues
* Docs

* [App] Fix bug when using structures with works (#15911)

* Fix bug when using structures with works
* Add test
* Update CHANGELOG.md

* [App] Wait for full file to be transferred in Path / Payload (#15934)

* Wait for full file to be transferred in Path / Payload
* Fixes

* [docs] Include all components in the API reference (#15805)

* Update docs

Co-authored-by: Jirka Borovec <[email protected]>

* Bump playwright from 1.27.1 to 1.28.0 in /requirements (#15903)

* Bump playwright from 1.27.1 to 1.28.0 in /requirements

Bumps [playwright](https://github.com/Microsoft/playwright-python) from 1.27.1 to 1.28.0.
- [Release notes](https://github.com/Microsoft/playwright-python/releases)
- [Commits](microsoft/playwright-python@v1.27.1...v1.28.0)

---
updated-dependencies:
- dependency-name: playwright
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <[email protected]>

* 1.28

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Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Jirka <[email protected]>

* [App] Add `configure_layout` method for works (#15926)

* Add `configure_layout` method for works
* Check for api access availability
* Updates from review
* Update CHANGELOG.md
* Apply suggestions from code review

Co-authored-by: Sherin Thomas <[email protected]>

* Make gradients available for all_gather on TPU (#15003)

* Make gradients available for all_gather on TPU
* Modify switch and tests
* Apply suggestions from code review
* Modify tests
* Fix test
* Drop test

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Jirka Borovec <[email protected]>
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* Don't try to aggregate `requirements/__pycache__/base.txt` in setuptools (#15775)

Exlucde __pycache__ in setuptools

* [App] Multiprocessing-safe work pickling (#15836)

* Upgrade to HPU release 1.7.1 (#15956)

* Upgrade to HPU release 1.7.1
Update torch version check for hpu

Signed-off-by: Jerome <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* Multinode on MPS (#15748)

* Fix restarting attribute for lr finder
* update lite executor
* update trainer executor
* update spawn executor
* add multinode component tests
* add testing helpers
* add lite tests
* add trainer tests
* update changelog
* update trainer
* update workflow
* update tests
* debug
* add reason for skipif
* Apply suggestions from code review
* switch skipif

Co-authored-by: Jirka <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Carlos Mocholí <[email protected]>
Co-authored-by: Adrian Wälchli <[email protected]>
Co-authored-by: Jirka Borovec <[email protected]>

* [App] Resolve PythonServer on M1 (#15949)

Co-authored-by: thomas <[email protected]>
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* Lite: Fix DataLoader shuffling when using DistributedSampler (#15931)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* [App] Temporarily disable ready (#15958)

* Fix restarting attribute for lr finder (#15620)

* [App] Improve pdb for multiprocessing (#15950)

Co-authored-by: thomas <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* [App] Improve debug triggering (#15951)

* [App] Add automatic conversion to structures (#15961)

* Make LightningModule torch.jit.script-able again (#15947)

* Make LightningModule torch.jit.script-able again
* remove skip

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* refactor: simplify Tensor import (#15959)

* Fix ImportErrors on Multinode if package not present (#15963)

* Fix typo in definition of world size in docs (#15954)

* [App] Enable running an app from the Gallery (#15941)

Co-authored-by: thomas <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Ethan Harris <[email protected]>
Co-authored-by: Jirka <[email protected]>

* Apply dynamo to training_step, validation_step, test_step, predict_step (#15957)

* Apply dynamo to training_step, validation_step, test_step, predict_step

* Add entry to CHANGELOG.md

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* fix merge conflict

* rename tpu workflow

Signed-off-by: Jerome <[email protected]>
Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: Jirka Borovec <[email protected]>
Co-authored-by: thomas chaton <[email protected]>
Co-authored-by: Luca Antiga <[email protected]>
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Co-authored-by: Rick Izzo <[email protected]>
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Co-authored-by: Jirka <[email protected]>
Co-authored-by: Sherin Thomas <[email protected]>
Co-authored-by: stekiri <[email protected]>
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Co-authored-by: Carlos Mocholí <[email protected]>
Co-authored-by: Justus Schock <[email protected]>
Co-authored-by: thomas <[email protected]>
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torch.jit.script raises unrelated deprecation error
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