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[App] Enable Python Server and Gradio Serve to run on accelerated device such as GPU CUDA / MPS #15813

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merged 5 commits into from Nov 25, 2022

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@tchaton tchaton commented Nov 25, 2022

What does this PR do?

This PR enables to run on accelerated device such as GPU or MPS by spawning a process.

Parts of #15699

Does your PR introduce any breaking changes? If yes, please list them.

Before submitting

  • Was this discussed/approved via a GitHub issue? (not for typos and docs)
  • Did you read the contributor guideline, Pull Request section?
  • Did you make sure your PR does only one thing, instead of bundling different changes together?
  • Did you make sure to update the documentation with your changes? (if necessary)
  • Did you write any new necessary tests? (not for typos and docs)
  • Did you verify new and existing tests pass locally with your changes?
  • Did you list all the breaking changes introduced by this pull request?
  • Did you update the CHANGELOG? (not for typos, docs, test updates, or minor internal changes/refactors)

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cc @Borda

@tchaton tchaton self-assigned this Nov 25, 2022
@tchaton tchaton added this to the v1.8.x milestone Nov 25, 2022
@tchaton tchaton added bug Something isn't working app Generic label for Lightning App package labels Nov 25, 2022
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⚡ Required checks status: All passing 🟢

Groups summary

🟢 lightning_app: Tests workflow
Check ID Status
app-pytest (macOS-11, app, 3.8, latest) success
app-pytest (macOS-11, app, 3.8, oldest) success
app-pytest (macOS-11, lightning, 3.9, latest) success
app-pytest (ubuntu-20.04, app, 3.8, latest) success
app-pytest (ubuntu-20.04, app, 3.8, oldest) success
app-pytest (ubuntu-20.04, lightning, 3.9, latest) success
app-pytest (windows-2022, app, 3.8, latest) success
app-pytest (windows-2022, app, 3.8, oldest) success
app-pytest (windows-2022, lightning, 3.8, latest) success
🟢 lightning_app: Examples
Check ID Status
app-examples (macOS-11, app, 3.9, latest) success
app-examples (macOS-11, app, 3.9, oldest) success
app-examples (macOS-11, lightning, 3.9, latest) success
app-examples (ubuntu-20.04, app, 3.9, latest) success
app-examples (ubuntu-20.04, app, 3.9, oldest) success
app-examples (ubuntu-20.04, lightning, 3.9, latest) success
app-examples (windows-2022, app, 3.9, latest) success
app-examples (windows-2022, app, 3.9, oldest) success
app-examples (windows-2022, lightning, 3.9, latest) success
🟢 lightning_app: Azure
Check ID Status
App.cloud-e2e success
🟢 lightning_app: Docs
Check ID Status
make-doctest (app) success
make-html (app) success
🟢 mypy
Check ID Status
mypy success
🟢 install
Check ID Status
install-pkg (ubuntu-22.04, app, 3.7) success
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
install-pkg (ubuntu-22.04, lightning, 3.7) success
install-pkg (ubuntu-22.04, lightning, 3.10) success
install-pkg (macOS-12, app, 3.7) success
install-pkg (macOS-12, app, 3.10) success
install-pkg (macOS-12, lite, 3.7) success
install-pkg (macOS-12, lite, 3.10) success
install-pkg (macOS-12, pytorch, 3.7) success
install-pkg (macOS-12, pytorch, 3.10) success
install-pkg (macOS-12, lightning, 3.7) success
install-pkg (macOS-12, lightning, 3.10) success
install-pkg (windows-2022, app, 3.7) success
install-pkg (windows-2022, app, 3.10) success
install-pkg (windows-2022, lite, 3.7) success
install-pkg (windows-2022, lite, 3.10) success
install-pkg (windows-2022, pytorch, 3.7) success
install-pkg (windows-2022, pytorch, 3.10) success
install-pkg (windows-2022, lightning, 3.7) success
install-pkg (windows-2022, lightning, 3.10) success

This comment was automatically generated and updates for 60 minutes every 180 seconds.

Thank you for your contribution! 💜

@mergify mergify bot added the ready PRs ready to be merged label Nov 25, 2022
@tchaton tchaton enabled auto-merge (squash) November 25, 2022 13:07
@tchaton tchaton changed the title [App] Enable Python Server to run on Cuda [App] Enable Python Server to run on accelerated device such as GPU or MPS Nov 25, 2022
@tchaton tchaton changed the title [App] Enable Python Server to run on accelerated device such as GPU or MPS [App] Enable Python Server to run on accelerated device such as GPU CUDA / MPS Nov 25, 2022
@tchaton tchaton changed the title [App] Enable Python Server to run on accelerated device such as GPU CUDA / MPS [App] Enable Python Server and Gradio Serve to run on accelerated device such as GPU CUDA / MPS Nov 25, 2022
@tchaton tchaton merged commit 4e64391 into master Nov 25, 2022
@tchaton tchaton deleted the update_pytorch_server branch November 25, 2022 13:43
tchaton added a commit that referenced this pull request Nov 25, 2022
williamFalcon pushed a commit that referenced this pull request Nov 25, 2022
* [App] Enable Python Server and Gradio Serve to run on accelerated device such as GPU CUDA / MPS (#15813)

* bump version to 1.8.3.post1

* update changelog
Borda pushed a commit that referenced this pull request Nov 30, 2022
…ice such as GPU CUDA / MPS (#15813)

(cherry picked from commit 4e64391)
lantiga added a commit that referenced this pull request Dec 7, 2022
* update chlog

* Tests/App: refactor examples - structure (#15770)

* rename _examples dir

* refactor

* clean

* path

* add inits

* skip

* e2e

* azure

* e2e

* rev

* unify single depth for ignore docs req.

* group

(cherry picked from commit 59fa320)

* feature: add `_generate_works_json` method (#15767)

(cherry picked from commit 51bb845)

* tests: split examples and pytests (#15774)

split examples and pytests

(cherry picked from commit 952b64b)

* [App] Stop App when it has succeeded (#15801)

(cherry picked from commit 3a99a25)

* Notify the user of ignored requirements (#15799)

(cherry picked from commit 9e43604)

* Add code_dir argument to tracer run (#15771)

(cherry picked from commit 0a12731)

* [App] Add CloudMultiProcessBackend to run an children App within the Flow in the cloud (#15800)

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

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* update

* update

* update

* update

* update

* update

* update

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Co-authored-by: Ethan Harris <ethanwharris@gmail.com>

* Update src/lightning_app/utilities/port.py

Co-authored-by: Ethan Harris <ethanwharris@gmail.com>

* Update src/lightning_app/utilities/port.py

Co-authored-by: Ethan Harris <ethanwharris@gmail.com>

* Update src/lightning_app/utilities/port.py

Co-authored-by: Ethan Harris <ethanwharris@gmail.com>

* Update src/lightning_app/utilities/port.py

Co-authored-by: Ethan Harris <ethanwharris@gmail.com>

* Update src/lightning_app/utilities/port.py

Co-authored-by: Ethan Harris <ethanwharris@gmail.com>

* Update src/lightning_app/utilities/port.py

Co-authored-by: Ethan Harris <ethanwharris@gmail.com>

Co-authored-by: Ethan Harris <ethanwharris@gmail.com>
(cherry picked from commit 8ca6dfe)

* Update lightning-utilities requirement from ==0.3.* to ==0.4.* in /requirements (#15420)

Update lightning-utilities requirement in /requirements

Updates the requirements on [lightning-utilities](https://github.com/Lightning-AI/utilities) to permit the latest version.
- [Release notes](https://github.com/Lightning-AI/utilities/releases)
- [Changelog](https://github.com/Lightning-AI/utilities/blob/main/CHANGELOG.md)
- [Commits](Lightning-AI/utilities@v0.3.0...v0.4.0)

---
updated-dependencies:
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...

Signed-off-by: dependabot[bot] <support@github.com>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
(cherry picked from commit e150d08)

* Ignore `num_nodes` when running MultiNode components locally (#15806)

(cherry picked from commit a970f09)

* lit extras (#15793)

Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
(cherry picked from commit 8ee889b)

* [App] Add utility to get install command for package extras (#15809)

(cherry picked from commit f171657)

* [App] Enable Python Server and Gradio Serve to run on accelerated device such as GPU CUDA / MPS (#15813)

(cherry picked from commit 4e64391)

* Update flake8 version (#15816)

(cherry picked from commit 1e56b75)

* Checkgroup config fixes (#15787)

(cherry picked from commit cca3432)

* [App] Resolve a condition bug with spawning (#15812)

Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
(cherry picked from commit 6a2a83a)

* Print the e2e app ID as early as possible (#15821)

(cherry picked from commit 76cf419)

* Added note about custom base images (#14125)

Co-authored-by: awaelchli <aedu.waelchli@gmail.com>
(cherry picked from commit 70126df)

* Add warning comment to cloud requirements (#15790)

(cherry picked from commit be699a8)

* [CLI] fix ssh listing stopped components (#15810)

* [CLI] fix ssh listing stopped components
* update CHANGELOG

(cherry picked from commit c786b3d)

* Update fairscale requirement from <=0.4.6,>=0.4.5 to >=0.4.5,<0.4.13 in /requirements (#15842)

Update fairscale requirement in /requirements

Updates the requirements on [fairscale]() to permit the latest version.

---
updated-dependencies:
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...

Signed-off-by: dependabot[bot] <support@github.com>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
(cherry picked from commit 206fd06)

* Bump google-github-actions/get-gke-credentials from 0 to 1 (#15843)

Bumps [google-github-actions/get-gke-credentials](https://github.com/google-github-actions/get-gke-credentials) from 0 to 1.
- [Release notes](https://github.com/google-github-actions/get-gke-credentials/releases)
- [Changelog](https://github.com/google-github-actions/get-gke-credentials/blob/main/CHANGELOG.md)
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---
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  update-type: version-update:semver-major
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Signed-off-by: dependabot[bot] <support@github.com>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
(cherry picked from commit ed7707e)

* Bump hivemind from 1.0.1 to 1.1.2 in /requirements (#15839)

Bumps [hivemind](https://github.com/learning-at-home/hivemind) from 1.0.1 to 1.1.2.
- [Release notes](https://github.com/learning-at-home/hivemind/releases)
- [Commits](learning-at-home/hivemind@1.0.1...1.1.2)

---
updated-dependencies:
- dependency-name: hivemind
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  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
(cherry picked from commit 1d94297)

* Update cloudpickle requirement from <=2.1.0,>=1.3 to >=1.3,<2.3.0 in /requirements (#15840)

Update cloudpickle requirement in /requirements

Updates the requirements on [cloudpickle](https://github.com/cloudpipe/cloudpickle) to permit the latest version.
- [Release notes](https://github.com/cloudpipe/cloudpickle/releases)
- [Changelog](https://github.com/cloudpipe/cloudpickle/blob/master/CHANGES.md)
- [Commits](cloudpipe/cloudpickle@v1.3.0...v2.2.0)

---
updated-dependencies:
- dependency-name: cloudpickle
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
(cherry picked from commit 95d5ccb)

* hotfix import torch (#15849)

* fix import torch

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(cherry picked from commit ad4bd66)

* [App] Improve cluster creation / deletion experience (#15458)

Cluster creation and deletion can take a long time. Instead of having these long running operations happen in the background, they should happen in the foreground. The advantage is that failures are brought to the users attention immediately, instead of the next time they decide to run `lightning list clusters`.

While the CLI waits for the cluster to run / delete, it will display cluster status changes to the user.

This PR also hides the `--enable-performance` and `--edit-before-creation` creation flags, as well as the `--force` deletion flag. They are either not frequently used (performance mode is expensive), or prone to misuse.

Co-authored-by: Neven Miculinic <neven.miculinic@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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(cherry picked from commit 33e1f93)

* CI: freeze docs requirements [hotfix] (#15865)

freeze ipy

(cherry picked from commit bc528fd)

* fix formatting

* [App] Raise error when launching app on multiple clusters (#15484)

* Error when running on multiple clusters

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(cherry picked from commit c5d3bba)

* Moving `lightning_api_access` out of base requirements (#15844)

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(cherry picked from commit 5864409)

* [App] Fixing Sigterm Handler causing thread lock which caused KeyboardInterrupt to hang (#15881)

* terminating only once

* changelog

(cherry picked from commit 5144160)

* CI: signal lai build (#15871)

(cherry picked from commit 36b953b)

* CI: prune dependency for benchmarks (#15879)

* prune dependency for benchmarks
* drop

(cherry picked from commit 993bd67)

* unblock legacy checkpoints (#15798)

* fixing legacy checkpoints
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(cherry picked from commit fee52f9)

* CI: update signalling (#15887)

(cherry picked from commit f4fcad3)

* update chlog

* waiting on feedback (#15893)

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(cherry picked from commit a86584d)

* [CLI] drop name column from cluster list (#15721)

* drop name column from cluster list

* change create cluster to accept id as well

* rename validator

* remove cluster name from logs

* fix merge with master

* more merge with master issues

(cherry picked from commit a82be2f)

* Add CLI Command to Delete Lightning App (#15783)

* initial work on deleting apps

* after PR review

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* restructred to make tests easier

* revert manifest changes

* added changelog, fix mypy issue

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* Update src/lightning_app/cli/lightning_cli_delete.py

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* Update src/lightning_app/cli/lightning_cli_delete.py

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* import typing

* adding tests

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(cherry picked from commit b4d99e3)

* [App] Support for headless apps (#15875)

* Add `is_headless` when dispatching in the cloud

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(cherry picked from commit 32cf1fa)

* [App] Fix hanging CI (#15913)

(cherry picked from commit ab022ac)

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

for more information, see https://pre-commit.ci

* version 1.8.4

* Direct support for compiled models (#15922)

* Direct support for compiled models

* Update test

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Co-authored-by: Ethan Harris <ethanwharris@gmail.com>

Co-authored-by: Ethan Harris <ethanwharris@gmail.com>
(cherry picked from commit 2992002)

* update chlog

* CI: parameterize TPU tests (#15876)

* update
* param
* Apply suggestions from code review

(cherry picked from commit 77006a2)

* [App] Add ready property to the flow (#15921)

(cherry picked from commit 852089e)

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

(cherry picked from commit d2a8fbf)

* Fix compiler support test (#15927)

(cherry picked from commit 6f54a82)

* 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 <janand@habana.ai>
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(cherry picked from commit 6aaac8b)

* [App] Introduce auto scaler (#15769)

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* update example

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* Add aiohttp to base requirements

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* wip: protect /system/* with basic auth

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Co-authored-by: Luca Antiga <luca.antiga@gmail.com>
Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>
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Co-authored-by: Akihiro Nitta <aki@pop-os.localdomain>
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(cherry picked from commit 64b19fb)

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

fixed conflicts

(cherry picked from commit 2041908)

* Fix LRScheduler import for PyTorch 2.0 (#15940)

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

(cherry picked from commit de93167)

* update chlog

Co-authored-by: Yurij Mikhalevich <yurij@grid.ai>
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Co-authored-by: Raphael Randschau <nicolai86@users.noreply.github.com>
Co-authored-by: Luca Furst <rlfurst@gmail.com>
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