Mert
95cfe22866
feat(ml)!: cuda and openvino acceleration ( #5619 )
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* 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 )
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* 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 )
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* 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 )
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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 )
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* 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 )
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* 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 )
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* 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 )
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* 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
