Mert
1ec9a60e41
feat(ml): configurable batch size for facial recognition ( #13689 )
...
* configurable batch size, default openvino to 1
* update docs
* don't add a new dependency for two lines
* fix typing
2024-10-23 07:50:28 -05:00
Mert
e7397f35c9
chore(ml): update pydantic ( #13230 )
...
* update pydantic
* fix typing
* remove unused import
* remove unused schema
2024-10-13 18:00:21 -04:00
Mert
bd826b0b9b
feat(ml): round-robin device assignment ( #13237 )
...
* round-robin device assignment
* docs and tests
clarify doc
2024-10-07 17:37:45 -04:00
Mert
a68e6be7e1
chore(ml): remove deprecated kwarg when downloading models ( #12589 )
...
remove local_dir_use_symlinks
2024-09-11 22:21:33 -05:00
Mert
036676d501
fix(ml): tokenization for webli models ( #11881 )
2024-08-18 11:05:10 -04:00
renovate[bot]
b53bd8c525
fix(deps): update machine-learning ( #10740 )
...
* fix(deps): update machine-learning
* update openvino options, cuda
* update openvino build
* fix indentation
* update minimum nvidia driver
---------
Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Co-authored-by: mertalev <101130780+mertalev@users.noreply.github.com>
2024-07-21 19:30:24 -04:00
Fynn Petersen-Frey
54488b1016
feat(ml): improved ARM-NN support ( #11233 )
2024-07-20 15:59:27 -04:00
Mert
f43721ec92
fix(ml): armnn not being used ( #10929 )
...
* fix armnn not being used, move fallback handling to main, add tests
* formatting
2024-07-10 09:20:43 -05:00
Mert
6356c28f64
refactor(ml): model sessions ( #10559 )
2024-06-25 12:00:24 -04:00
Mert
a42af06889
fix(ml): limit load retries ( #10494 )
2024-06-20 14:13:18 -04:00
Mert
2b1b43a7e4
feat(ml): composable ml ( #9973 )
...
* modularize model classes
* various fixes
* expose port
* change response
* round coordinates
* simplify preload
* update server
* simplify interface
simplify
* update tests
* composable endpoint
* cleanup
fixes
remove unnecessary interface
support text input, cleanup
* ew camelcase
* update server
server fixes
fix typing
* ml fixes
update locustfile
fixes
* cleaner response
* better repo response
* update tests
formatting and typing
rename
* undo compose change
* linting
fix type
actually fix typing
* stricter typing
fix detection-only response
no need for defaultdict
* update spec file
update api
linting
* update e2e
* unnecessary dimension
* remove commented code
* remove duplicate code
* remove unused imports
* add batch dim
2024-06-07 03:09:47 +00:00
Davide
e8f0f82db0
feat(ml): add cache_dir option to OpenVINO EP ( #8018 )
...
* add cache_dir option to OpenVINO EP
* update provider options test to include cache_dir
* use forward slash instead of string concatenation
* fix cache_dir placement in provider options assertion
2024-03-17 13:48:59 -04:00
Mert
3a045b33ca
chore(deps): update onnxruntime-openvino ( #7854 )
2024-03-16 00:04:45 -04:00
DawidPietrykowski
e8b001f62f
feat: preloading of machine learning models ( #7540 )
2024-03-03 19:48:56 -05:00
Mert
7e18e69c1c
fix(ml): only use openvino if a gpu is available ( #7450 )
...
use `device_type`
2024-02-27 00:45:14 -05:00
Sourav Agrawal
2a75f884d9
Fix Smart Search when using OpenVINO ( #7389 )
...
* Fix external_path loading in OpenVINO EP
* Fix ruff lint
* Wrap block in try finally
* remove static input shape code
* add unit test
* remove unused imports
* remove repeat line
* linting
* formatting
---------
Co-authored-by: mertalev <101130780+mertalev@users.noreply.github.com>
2024-02-24 18:22:27 -05:00
Mert
0c4df216d7
feat(ml): improve test coverage ( #7041 )
...
* update e2e
* tokenizer tests
* more tests, remove unnecessary code
* fix e2e setting
* add tests for loading model
* update workflow
* fixed test
2024-02-11 17:58:56 -05:00
Mert
c9b7f4e690
chore(ml): make execution provider log info-level ( #7024 )
...
* change debug log to info
* update test
2024-02-11 06:12:11 +00:00
Mert
a84b6f5fb1
feat(ml): conditionally download .armnn models ( #6650 )
2024-01-28 10:31:59 -05:00
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
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
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
Mert
291159e7fc
fixed tests ( #5017 )
2023-11-13 19:37:39 +00:00
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
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
165b91b068
feat(ml)!: switch image classification and CLIP models to ONNX ( #3809 )
2023-08-25 06:28:51 +02:00
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
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
