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feat(ml)!: cuda and openvino acceleration ()

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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
This commit is contained in:
Mert 2024-01-21 18:22:39 -05:00 • committed by GitHub
parent 6b419a984c
commit 95cfe22866
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23 changed files with 962 additions and 460 deletions
machine-learning/app/models
constants.py

7
machine-learning/app/models/constants.py
View file

@ -51,6 +51,13 @@ _INSIGHTFACE_MODELS = {
}
SUPPORTED_PROVIDERS = [
"CUDAExecutionProvider",
"OpenVINOExecutionProvider",
"CPUExecutionProvider",
]
def is_openclip(model_name: str) -> bool:
return clean_name(model_name) in _OPENCLIP_MODELS