You've already forked immich
mirror of
https://github.com/immich-app/immich.git
synced 2025-06-28 05:18:38 +02:00
2b37caba03
* feat(ml): introduce support of onnxruntime-rocm for AMD GPU * try mutex for algo cache use OrtMutex * bump versions, run on mich use 3.12 use 1.19.2 * acquire lock before any changes can be made guard algo benchmark results mark mutex as mutable re-add /bin/sh (?) use 3.10 use 6.1.2 * use composite cache key 1.19.2 fix variable name fix variable reference aaaaaaaaaaaaaaaaaaaa * bump deps * disable algo caching * fix gha * try ubuntu runner * actually fix the gha * update patch * skip mimalloc preload for rocm * increase build threads * increase timeout for rocm * Revert "increase timeout for rocm" This reverts commit 2c4452f5d132198ed381a7b262b4a5cab5114b5f. * attempt migraphx * set migraphx_home * Revert "set migraphx_home" This reverts commit c121d3e48754b3bce100636f8d666deec58a44b7. * Revert "attempt migraphx" This reverts commit 521f9fb72dbe506dc6cb8faeb6494817d87265c6. * migraphx, take two * bump rocm * allow cpu * try only targeting migraphx * skip tests * migraph ❌ * known issues * target gfx900 and gfx1102 * mention `HSA_USE_SVM` * update lock * set device id for rocm --------- Co-authored-by: Mehdi GHESH <mehdi.ghesh@hotmail.fr>
102 lines
2.7 KiB
Python
102 lines
2.7 KiB
Python
from app.config import clean_name
|
|
from app.schemas import ModelSource
|
|
|
|
_OPENCLIP_MODELS = {
|
|
"RN101__openai",
|
|
"RN101__yfcc15m",
|
|
"RN50__cc12m",
|
|
"RN50__openai",
|
|
"RN50__yfcc15m",
|
|
"RN50x16__openai",
|
|
"RN50x4__openai",
|
|
"RN50x64__openai",
|
|
"ViT-B-16-SigLIP-256__webli",
|
|
"ViT-B-16-SigLIP-384__webli",
|
|
"ViT-B-16-SigLIP-512__webli",
|
|
"ViT-B-16-SigLIP-i18n-256__webli",
|
|
"ViT-B-16-SigLIP__webli",
|
|
"ViT-B-16-plus-240__laion400m_e31",
|
|
"ViT-B-16-plus-240__laion400m_e32",
|
|
"ViT-B-16__laion400m_e31",
|
|
"ViT-B-16__laion400m_e32",
|
|
"ViT-B-16__openai",
|
|
"ViT-B-32__laion2b-s34b-b79k",
|
|
"ViT-B-32__laion2b_e16",
|
|
"ViT-B-32__laion400m_e31",
|
|
"ViT-B-32__laion400m_e32",
|
|
"ViT-B-32__openai",
|
|
"ViT-H-14-378-quickgelu__dfn5b",
|
|
"ViT-H-14-quickgelu__dfn5b",
|
|
"ViT-H-14__laion2b-s32b-b79k",
|
|
"ViT-L-14-336__openai",
|
|
"ViT-L-14-quickgelu__dfn2b",
|
|
"ViT-L-14__laion2b-s32b-b82k",
|
|
"ViT-L-14__laion400m_e31",
|
|
"ViT-L-14__laion400m_e32",
|
|
"ViT-L-14__openai",
|
|
"ViT-L-16-SigLIP-256__webli",
|
|
"ViT-L-16-SigLIP-384__webli",
|
|
"ViT-SO400M-14-SigLIP-384__webli",
|
|
"ViT-g-14__laion2b-s12b-b42k",
|
|
"XLM-Roberta-Base-ViT-B-32__laion5b_s13b_b90k",
|
|
"XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k",
|
|
"nllb-clip-base-siglip__mrl",
|
|
"nllb-clip-base-siglip__v1",
|
|
"nllb-clip-large-siglip__mrl",
|
|
"nllb-clip-large-siglip__v1",
|
|
"ViT-B-16-SigLIP2__webli",
|
|
"ViT-B-32-SigLIP2-256__webli",
|
|
"ViT-L-16-SigLIP2-256__webli",
|
|
"ViT-L-16-SigLIP2-384__webli",
|
|
"ViT-L-16-SigLIP2-512__webli",
|
|
"ViT-SO400M-14-SigLIP2-378__webli",
|
|
"ViT-SO400M-14-SigLIP2__webli",
|
|
"ViT-SO400M-16-SigLIP2-256__webli",
|
|
"ViT-SO400M-16-SigLIP2-384__webli",
|
|
"ViT-SO400M-16-SigLIP2-512__webli",
|
|
"ViT-gopt-16-SigLIP2-256__webli",
|
|
"ViT-gopt-16-SigLIP2-384__webli",
|
|
}
|
|
|
|
|
|
_MCLIP_MODELS = {
|
|
"LABSE-Vit-L-14",
|
|
"XLM-Roberta-Large-Vit-B-16Plus",
|
|
"XLM-Roberta-Large-Vit-B-32",
|
|
"XLM-Roberta-Large-Vit-L-14",
|
|
}
|
|
|
|
|
|
_INSIGHTFACE_MODELS = {
|
|
"antelopev2",
|
|
"buffalo_s",
|
|
"buffalo_m",
|
|
"buffalo_l",
|
|
}
|
|
|
|
|
|
SUPPORTED_PROVIDERS = [
|
|
"CUDAExecutionProvider",
|
|
"ROCMExecutionProvider",
|
|
"OpenVINOExecutionProvider",
|
|
"CPUExecutionProvider",
|
|
]
|
|
|
|
RKNN_SUPPORTED_SOCS = ["rk3566", "rk3568", "rk3576", "rk3588"]
|
|
RKNN_COREMASK_SUPPORTED_SOCS = ["rk3576", "rk3588"]
|
|
|
|
|
|
def get_model_source(model_name: str) -> ModelSource | None:
|
|
cleaned_name = clean_name(model_name)
|
|
|
|
if cleaned_name in _INSIGHTFACE_MODELS:
|
|
return ModelSource.INSIGHTFACE
|
|
|
|
if cleaned_name in _MCLIP_MODELS:
|
|
return ModelSource.MCLIP
|
|
|
|
if cleaned_name in _OPENCLIP_MODELS:
|
|
return ModelSource.OPENCLIP
|
|
|
|
return None
|