Mert
95cfe22866
feat(ml)!: cuda and openvino acceleration ( #5619 )
...
* cuda and openvino ep, refactor, update dockerfile
* updated workflow
* typing fixes
* added tests
* updated ml test gh action
* updated README
* updated docker-compose
* added compute to hwaccel.yml
* updated gh matrix
updated gh matrix
updated gh matrix
updated gh matrix
updated gh matrix
give up
* remove cuda/arm64 build
* add hwaccel image tags to docker-compose
* remove unnecessary quotes
* add suffix to git tag
* fixed kwargs in base model
* armnn ld_library_path
* update pyproject.toml
* add armnn workflow
* formatting
* consolidate hwaccel files, update docker compose
* update hw transcoding docs
* add ml hwaccel docs
* update dev and prod docker-compose
* added armnn prerequisite docs
* support 3.10
* updated docker-compose comments
* formatting
* test coverage
* don't set arena extend strategy for openvino
* working openvino
* formatting
* fix dockerfile
* added type annotation
* add wsl configuration for openvino
* updated lock file
* copy python3
* comment out extends section
* fix platforms
* simplify workflow suffix tagging
* simplify aio transcoding doc
* update docs and workflow for `hwaccel.yml` change
* revert docs
2024-01-21 18:22:39 -05:00
Mert
68f52818ae
feat(server): separate face clustering job ( #5598 )
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* separate facial clustering job
* update api
* fixed some tests
* invert clustering
* hdbscan
* update api
* remove commented code
* wip dbscan
* cleanup
removed cluster endpoint
remove commented code
* fixes
updated tests
minor fixes and formatting
fixed queuing
refinements
* scale search range based on library size
* defer non-core faces
* optimizations
removed unused query option
* assign faces individually for correctness
fixed unit tests
remove unused method
* don't select face embedding
update sql
linting
fixed ml typing
* updated job mock
* paginate people query
* select face embeddings because typeorm
* fix setting face detection concurrency
* update sql
formatting
linting
* simplify logic
remove unused imports
* more specific delete signature
* more accurate typing for face stubs
* add migration
formatting
* chore: better typing
* don't select embedding by default
remove unused import
* updated sql
* use normal try/catch
* stricter concurrency typing and enforcement
* update api
* update job concurrency panel to show disabled queues
formatting
* check jobId in queueAll
fix tests
* remove outdated comment
* better facial recognition icon
* wording
wording
formatting
* fixed tests
* fix
* formatting & sql
* try to fix sql check
* more detailed description
* update sql
* formatting
* wording
* update `minFaces` description
---------
Co-authored-by: Jason Rasmussen <jrasm91@gmail.com>
Co-authored-by: Alex Tran <alex.tran1502@gmail.com>
2024-01-18 00:08:48 -05:00
Mert
e2666f0e74
fix(ml): remove unused import ( #6356 )
...
* remove unused import
* formatting
2024-01-13 00:25:26 -05:00
renovate[bot]
20be42cec0
chore(deps): update machine-learning ( #6302 )
...
* chore(deps): update machine-learning
* fix typing, use new lifespan syntax
* wrap in try / finally
* move log
---------
Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Co-authored-by: mertalev <101130780+mertalev@users.noreply.github.com>
2024-01-13 05:00:09 +00:00
Fynn Petersen-Frey
753292956e
feat(ml): ARMNN acceleration ( #5667 )
...
* feat(ml): ARMNN acceleration for CLIP
* wrap ANN as ONNX-Session
* strict typing
* normalize ARMNN CLIP embedding
* mutex to handle concurrent execution
* make inputs contiguous
* fine-grained locking; concurrent network execution
---------
Co-authored-by: mertalev <101130780+mertalev@users.noreply.github.com>
2024-01-11 18:26:46 +01:00
renovate[bot]
3edc87f684
fix(deps): update machine-learning ( #5180 )
...
* fix(deps): update machine-learning
* updated ruff command
* use isinstance
---------
Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Co-authored-by: mertalev <101130780+mertalev@users.noreply.github.com>
2023-12-25 22:37:48 -05:00
Mert
092a23fd7f
feat(server,ml): remove image tagging ( #5903 )
...
* remove image tagging
* updated lock
* fixed tests, improved logging
* be nice
* fixed tests
2023-12-20 20:47:56 -05:00
Mohamed BOUSSAID
7839be3b49
Adding the new models to the whitelist ( #5736 )
2023-12-15 22:45:14 +00:00
Mert
d729c863c8
chore(ml): improve shutdown ( #5689 )
2023-12-14 13:51:24 -06:00
Mert
ddf04a7eb4
chore(ml): increase spool threshold to 64MiB ( #5176 )
2023-11-20 09:05:35 -06:00
Mert
a6af4892e3
fix(ml): better model unloading ( #3340 )
...
* restart process on inactivity
* formatting
* always update `last_called`
* load models sequentially
* renamed variable, updated docs
* formatting
* made poll env name consistent with model ttl env
2023-11-16 20:42:44 -06:00
Mert
291159e7fc
fixed tests ( #5017 )
2023-11-13 19:37:39 +00:00
Mert
935f471ccb
chore(ml): use strict mypy ( #5001 )
...
* improved typing
* improved export typing
* strict mypy & check export folder
* formatting
* add formatting checks for export folder
* re-added init call
2023-11-13 10:18:46 -06:00
Mert
328a58ac0d
feat(ml): add face models ( #4952 )
...
added models to config dropdown
fixed downloading
updated tests
use hf for face models
formatting
2023-11-11 19:04:49 -06:00
Mert
87a0ba3db3
feat(ml): export clip models to ONNX and host models on Hugging Face ( #4700 )
...
* export clip models
* export to hf
refactored export code
* export mclip, general refactoring
cleanup
* updated conda deps
* do transforms with pillow and numpy, add tokenization config to export, general refactoring
* moved conda dockerfile, re-added poetry
* minor fixes
* updated link
* updated tests
* removed `requirements.txt` from workflow
* fixed mimalloc path
* removed torchvision
* cleaner np typing
* review suggestions
* update default model name
* update test
2023-10-31 05:02:04 -05:00
Mert
d8ecefaea5
chore(ml): removed vit-b check and st warning ( #4422 )
2023-10-10 12:26:30 -05:00
Mert
258b98c262
fix(ml): load models in separate threads ( #4034 )
...
* load models in thread
* set clip mode logs to debug level
* updated tests
* made fixtures slightly less ugly
* moved responses to json file
* formatting
2023-09-09 16:02:44 +07:00
Mert
3cf0f5f11b
fix(ml): model downloading improvements ( #3988 )
...
* handle ort `NoSuchFile` error, stricter file check
* keep exception order
2023-09-06 08:48:40 +07:00
Daniele Ricci
c7d53a5006
docs: remove obsolete environment variables ( #3926 )
...
* Obsolete environment variables
* Review fixes
* Review fixes
* Review fixes
2023-09-01 18:05:45 +07:00
Mert
41461e0d5d
chore(ml): memory optimisations ( #3934 )
2023-08-31 18:30:53 -05:00
Mert
54b2779b79
chore(ml): improved logging ( #3918 )
...
* fixed `minScore` not being set correctly
* apply to init
* don't send `enabled`
* fix eslint warning
* added logger
* added logging
* refinements
* enable access log for info level
* formatting
* merged strings
---------
Co-authored-by: Alex <alex.tran1502@gmail.com>
2023-08-30 08:22:01 +00:00
Mert
df26e12db6
fix(ml): minScore not being set correctly ( #3916 )
...
* fixed `minScore` not being set correctly
* apply to init
* don't send `enabled`
* fix eslint warning
* better error message
2023-08-30 03:16:00 -05:00
Mert
bcc36d14a1
feat(ml)!: customizable ML settings ( #3891 )
...
* consolidated endpoints, added live configuration
* added ml settings to server
* added settings dashboard
* updated deps, fixed typos
* simplified modelconfig
updated tests
* Added ml setting accordion for admin page
updated tests
* merge `clipText` and `clipVision`
* added face distance setting
clarified setting
* add clip mode in request, dropdown for face models
* polished ml settings
updated descriptions
* update clip field on error
* removed unused import
* add description for image classification threshold
* pin safetensors for arm wheel
updated poetry lock
* moved dto
* set model type only in ml repository
* revert form-data package install
use fetch instead of axios
* added slotted description with link
updated facial recognition description
clarified effect of disabling tasks
* validation before model load
* removed unnecessary getconfig call
* added migration
* updated api
updated api
updated api
---------
Co-authored-by: Alex Tran <alex.tran1502@gmail.com>
2023-08-29 08:58:00 -05:00
Mert
165b91b068
feat(ml)!: switch image classification and CLIP models to ONNX ( #3809 )
2023-08-25 06:28:51 +02:00
Mert
60729a091a
make lazy loading default ( #3797 )
2023-08-20 18:24:14 -05:00
Mert
fa57853bd2
fix(ml): clear cache if bad zip file ( #3600 )
2023-08-08 12:33:13 -05:00
Mert
c73832bd9c
refactor(ml): model downloading ( #3545 )
...
* download facial recognition models
* download hf models
* simplified logic
* updated `predict` for facial recognition
* ensure download method is called
* fixed repo_id for clip
* fixed download destination
* use st's own `snapshot_download`
* conditional download
* fixed predict method
* check if loaded
* minor fixes
* updated mypy overrides
* added pytest-mock
* updated tests
* updated lock
2023-08-05 21:45:13 -05:00
Mert
848ba685eb
fix(ml): race condition when loading models ( #3207 )
...
* sync model loading, disabled model ttl by default
* disable revalidation if model unloading disabled
* moved lock
2023-07-11 12:01:21 -05:00
Mert
df1e8679d9
chore(ml): added testing and github workflow ( #2969 )
...
* added testing
* github action for python, made mypy happy
* formatted with black
* minor fixes and styling
* test model cache
* cache test dependencies
* narrowed model cache tests
* moved endpoint tests to their own class
* cleaned up fixtures
* formatting
* removed unused dep
2023-06-27 18:21:33 -05:00
Mert
47982641b2
fix(ml): clear model cache on load error ( #2951 )
...
* clear model cache on load error
* updated caught exceptions
2023-06-27 16:01:24 -05:00
Mert
4d3ce0a65e
fixed setting different clip, removed unused stubs ( #2987 )
2023-06-27 12:21:50 -05:00
Mert
a2f5674bbb
refactor(ml): modularization and styling ( #2835 )
...
* basic refactor and styling
* removed batching
* module entrypoint
* removed unused imports
* model superclass, model cache now in app state
* fixed cache dir and enforced abstract method
---------
Co-authored-by: Alex Tran <alex.tran1502@gmail.com>
2023-06-24 22:18:09 -05:00
Zeeshan Khan
34201be74c
feat(ml) backend takes image over HTTP ( #2783 )
...
* using pydantic BaseSetting
* ML API takes image file as input
* keeping image in memory
* reducing duplicate code
* using bytes instead of UploadFile & other small code improvements
* removed form-multipart, using HTTP body
* format code
---------
Co-authored-by: Alex Tran <alex.tran1502@gmail.com>
2023-06-17 22:49:19 -05:00
Mert
d0cc231782
feat(ml): model unloading ( #2661 )
...
* model cache
* fixed revalidation when using cache namespace
* fixed ttl not being set, added lock
2023-06-06 20:48:51 -05:00
Mert
1e748864c5
chore(ml): updated dockerfile, added typing, packaging ( #2642 )
...
* updated dockerfile, added typing, packaging
apply env change
* added arm64 support
* added ml version pump, second try for arm64
* added linting config to pyproject.toml
* renamed ml input field
* fixed linter config
* fixed dev docker compose
2023-06-05 09:40:48 -05:00
