Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Add GenAI inference task #26

Merged
merged 43 commits into from
May 12, 2024
Merged

Add GenAI inference task #26

merged 43 commits into from
May 12, 2024

Conversation

craiglabenz
Copy link
Collaborator

Description

Adds the GenAI inference task and a sample project in the example directory.

WIP - do not merge. Example app currently crashes due to symbol issues.

TODOs

  • Implement Inference task
  • Build sample app
  • Confirm functionality on macOS
  • Confirm functionality on iOS
  • Confirm functionality on Android

After the above is all complete and this merges, a separate PR will deliver web functionality.

Checklist

Before you create this PR confirm that it meets all requirements listed below by checking the relevant checkboxes ([x]).
This will ensure a smooth and quick review process. Updating the pubspec.yaml and changelogs is not required.

  • I read the Contributor Guide and followed the process outlined there for submitting PRs.
  • My PR includes unit or integration tests for all changed/updated/fixed behaviors (See Contributor Guide).
  • All existing and new tests are passing.
  • I updated/added relevant documentation (doc comments with ///).
  • The analyzer (melos run analyze) does not report any problems on my PR.
  • I read and followed the Flutter Style Guide.
  • I signed the CLA.
  • I am willing to follow-up on review comments in a timely manner.

Breaking Change

Does your PR require plugin users to manually update their apps to accommodate your change?

  • Yes, this is a breaking change.
  • No, this is not a breaking change.

craiglabenz and others added 30 commits November 13, 2023 12:05
* adds mediapipe_core package

* adds makefile for all packages

* fixes typo in Makefile

* Apply suggestions from code review

* Update Makefile

* Apply suggestions from code review

* updated generated code's location and license (for 3P status)

* code review responses

including:
  * comments
  * licensing
  * resolving testing nits

* updated README

* setup sharing of base analysis_options

* Update packages/mediapipe-core/lib/src/containers.dart

Co-authored-by: Kate Lovett <katelovett@google.com>

* Update packages/mediapipe-core/lib/src/containers.dart

Co-authored-by: Kate Lovett <katelovett@google.com>

* add free methods to core structs

* code review updates to options

* adds publish blocker

* Add GitHub actions for CI/CD (#14)

* adds CI/CD for mediapipe_core

* add newlines

* moves file into workflows dir

* uncomment flutter doctor

* testing PR config to run this now

* added master and beta CI scripts

* add executable permissions to CI scripts

* adds ffiwrapper to ci/cd

---------

Co-authored-by: Kate Lovett <katelovett@google.com>
* adds cmd to pull header files from google/mediapipe

* polish and missing parts from git surgery

* More comments and touch ups

* Apply suggestions from code review

* moves build command into `tool/` directory

and renames folder `build_cmd` -> `builder`

* complete build_cmd -> builder rename

* Update readme

* Added licenses

* Adds DownloadModelCommand

---------

Co-authored-by: Kate Lovett <katelovett@google.com>
* adds sdks_finder command to builder utility

* propagates changes to existing commands

* adds manifest files generated by new sdks_finder command

* updates in response to code review
* adds mediapipe_text package

* Update .vscode/settings.json

added newline

* resync headers

* regenerated core bindings

* Apply suggestions from code review

* Adds example to `mediapipe-task-text` (#15)

* initial commit of example

* build file changes from `flutter pub get`

* update main.dart

* removes commented code

* updates example for isolates design

* Use `native-assets` to vendor MediaPipe SDK (#9)

* adding bare structure for native assets

* add MVP / first draft of build.dart

* build.dart updates

* update build.dart

TODO: stream file

* model memory troubleshooting

* vendoring script tweak

* remove development logging

* removes pointless build method

* Add utility to collect headers from google/mediapipe (#10)

* adds cmd to pull header files from google/mediapipe

* polish and missing parts from git surgery

* More comments and touch ups

* Apply suggestions from code review

* moves build command into `tool/` directory

and renames folder `build_cmd` -> `builder`

* complete build_cmd -> builder rename

* Update readme

* Added licenses

* Adds DownloadModelCommand

---------

Co-authored-by: Kate Lovett <katelovett@google.com>

* adds mediapipe_text package

* Update .vscode/settings.json

added newline

* resync headers

* regenerated core bindings

* native assets troubleshooting

this commit is broken

* Removes redundant count field

* update build.dart for correct bindings path

* download text classification model for CI

* better memory freeing in executor

* added SafeArea to example

* added CI to PRs into text package

* ci tooling change

* remove accidentally commited model

* more CI shenanigans

* lowers minimum Dart version for builder

* added smoke test for text example

* Added CI/CD for examples

* More CI tweaks

* entering "please work" territory

* d'oh

* trying more random stuff

* one more time

* it'd be funny if this helped

* more print statements

* enable reaching new print statements

* more logging

* see what's in build dir

* another test

* adding flutter config list

* turn off fail-fast for beta and master

* moar logs

* way moar prints

* moare things

* commit rest of rename

* moar whatevers

* adds manifest files generated by new sdks_finder command

* adds sdks_finder command to builder utility

* propagates changes to existing commands

* updates in response to code review

* updates to build.dart and tests

* add Android runtime

* sdks_finder logging improvement for when build folders change names

* refreshed symbols from google/mediapipe

* cleanup

* loosens closeness thresholds in integration tests

* separate build commands for macos architectures

* restores fail-fast setting to CI

* removed stale logging statements from CI

* removes accidentally committed lines

* add formatting of sdk_downloads.dart for CI

* fixes broken example test

* code touch ups from @Piinks code review

---------

Co-authored-by: Kate Lovett <katelovett@google.com>

* added base Dart class ClassificationResult to consolidate results logic in `mediapipe_core`

in doing so, removed meaningless TextClassifierResult.timestamp field

* Update Makefile

* Update Makefile

* Update packages/mediapipe-task-text/build.dart

Co-authored-by: Kate Lovett <katelovett@google.com>

* Update packages/mediapipe-task-text/lib/src/tasks/text_classification/text_classification_executor.dart

Co-authored-by: Kate Lovett <katelovett@google.com>

* code review responses

* formatting

* removes stale comment

* adds Dart to Native converters, with tests

* changes from code review

* updates mediapipe-core to prepare for IO/web split

* Improves memory management in core tests

* updated ffigen / bindings

* refactors text package for better memory management and eventual web/io split

* removed stale test

* cleanup on aisle COMMENTS

* Comments and documentation improvements

* Moved log statement

* Removed native memory management helpers in favor of `free` extensions on pointers

* Renamed abstract classes to have Base prefix

* sorted out class constructors

* moved `fake` constructor to default unnamed constructor
* leaning on the fact that the native constructors will be hidden by conditional exports, reducing confusion

* Improved docstrings explaining memory ownership

* Convert lists to lazy iterable / generators

* added missing licenses

* Update packages/mediapipe-task-text/example/test/widgets_test.dart

Co-authored-by: Kate Lovett <katelovett@google.com>

* Update packages/mediapipe-task-text/example/lib/main.dart

Co-authored-by: Kate Lovett <katelovett@google.com>

* completed return style change

* CI troubleshooting

* moved around debugging code

* logging tweak

* cat native-assets.yaml

* moar logs

* removed bad echo

* fixed native-assets typo

should be underscore!

* Removes CI debugging statements

---------

Co-authored-by: Kate Lovett <katelovett@google.com>
* adds native assets debugging statements

* Try only downloading target arch

* Revert "adds native assets debugging statements"

This reverts commit b2bc215.

---------

Co-authored-by: Daco Harkes <dacoharkes@google.com>
* updated and re-ran generators

* added embedding concepts to mediapipe-core

* fixed embedding header file and bindings

* adds text embedding classes to text pkg

* updates example with text embedding

* removed dead file

* added more embedding tests

* added embedding model download to CI script

* touch ups

* Update packages/mediapipe-core/lib/src/io/containers.dart

Co-authored-by: Kate Lovett <katelovett@google.com>

* Update packages/mediapipe-task-text/example/.gitignore

Co-authored-by: Kate Lovett <katelovett@google.com>

* Update packages/mediapipe-task-text/example/lib/text_embedding_demo.dart

Co-authored-by: Kate Lovett <katelovett@google.com>

* moved worker dispose method to base class

* docstring & comment improvements

* throw exceptions in impossible code paths instead of returning null

* class hierarchy improvements

* fixed outdates tests

* cleaned up dispose methods

* various tidying

* fixed deprecation warning

* moves repeated widgets into helper method

---------

Co-authored-by: Kate Lovett <katelovett@google.com>
* adds genai
* adds model name to output file
* looks backwards through time until a build is good instead of betting the house that the most recent build was good
@craiglabenz craiglabenz merged commit 9b936fa into main May 12, 2024
3 checks passed
@craiglabenz craiglabenz deleted the genai-inference branch May 12, 2024 16:55
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

Successfully merging this pull request may close these issues.

1 participant