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Author SHA1 Message Date
Horatiu George TodoranandCodex f418967d55 perf: RKNN half RAM model usage + no weight duplication in multi-core (#23958) 
* perf(ml): share RKNN weights across NPU cores and halve model RAM

* perf(ml): default rknn threads to npu cores and cache shape setup

* perf(ml): serve rknn runs in arrival order

(cherry picked from commit e659fb62f2bb3f6b1db08ed643d3d054a539c415)
 2026-10-28 20:40:53 +03:00
MertandCodex db411a4497 feat(server): add jxl as target format (#32732) 
(cherry picked from commit 9560989cb97fb93cd6ab74f7811acce133a9b768)
 2026-10-27 23:12:52 +03:00
renovate[bot]andCodex 86c8b9e04d chore(deps): update machine-learning (#32125) 
Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
(cherry picked from commit 256eb55dbe92ac77e02794442f9487e88ffed2b1)
 2026-10-25 16:24:17 +03:00
renovate[bot]andCodex 1190d0cc80 fix(deps): update dependency pillow to v13 [security] (#32621) 
Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
(cherry picked from commit ea7080bd755f7e879e0753dea59fabde331667b7)
 2026-10-25 16:23:45 +03:00
immich-push-o-matic[bot] d2dac658fe chore: version v3.3.3 2026-10-14 16:30:09 +00:00
immich-push-o-matic[bot] 3dcaa05cd7 chore: version v3.3.2 2026-10-14 16:23:04 +00:00
immich-push-o-matic[bot] db6e11ecc8 chore: version v3.3.1 2026-10-08 21:21:16 +00:00
immich-push-o-matic[bot] e3b1656091 chore: version v3.3.0 2026-10-06 14:57:27 +00:00
immich-push-o-matic[bot]GitHubmertalev
 		c5343f3f35 fix(ml): incorrect outputs on alchemist and battlemage (#32148) 
fix(ml): incorrect outputs on alchemist and battlemage (#32110)

Co-authored-by: mertalev <101130780+mertalev@users.noreply.github.com>
 2026-10-06 10:18:21 -04:00
immich-push-o-matic[bot] 20f103c4b9 chore: version v3.3.0-rc.2 2026-10-02 16:58:10 +00:00
immich-push-o-matic[bot]GitHubMert
 		2bb3d0807f fix(ml): upgrade to openvino 2026.4.1 (#32020) 
fix(ml): upgrade to openvino 2026.4.1 (#31996)

(cherry picked from commit 524cbb31674ab825d0883076e83d200a341aa516)

Co-authored-by: Mert <101130780+mertalev@users.noreply.github.com>
 2026-10-02 16:41:49 +02:00
immich-push-o-matic[bot] eace8c2809 chore: version v3.3.0-rc.1 2026-09-30 21:42:17 +00:00
immich-push-o-matic[bot] a9d102234b chore: version v3.3.0-rc.0 2026-09-28 21:54:03 +00:00
MertandGitHub 76c239c345 feat(ml): trt-rtx (#31863) 
* trt-rtx

* update dependencies
 2026-09-28 21:39:14 +00:00
MertandGitHub 23f1f87dd0 feat(ml): optimized model inference (#31750) 
* add immich_model

* graph per shape

* decouple ocr from ort

* prepared graphs

* use f16 for accelerators

* preload all shapes

* warm-up pass after preload

* keep precision for fp32 graphs

* ensure padding for text recognition

* optimize postprocessing for fp16 outputs

* handle raw ctc logits

* use f16 output for rknn

* mmap token embedding

* read device metadata
 2026-09-25 14:56:44 -04:00
MertandGitHub de13aab713 feat(ml): improve model loading (#31742) 
* use recent mimalloc

* jit caching

* bump onnxruntime-gpu

* explicit memory release

* refactor in-memory cache

* configure hf org and revision

* refactor model load

* move orjson response

* disable direct submission for i915

* flush denormals

* update tests and lock

* disable suboptimal fusions

* respect resize_mode

* increase threads for clip text
 2026-09-25 14:56:43 -04:00
renovate[bot]GitHubrenovate[bot] <29139614+renovate[bot]@users.noreply.github.com>mertalev
 		202015ed95 chore(deps): update machine-learning (#29123) 
* chore(deps): update machine-learning

* bump to 3.13, increase minimum to 3.12

* cleanup

* target 3.12

* fix conditional

* fix builder images

* also update prod rknn

* unused parsers

* drop gold

* bump armnn

---------

Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Co-authored-by: mertalev <101130780+mertalev@users.noreply.github.com>
 2026-09-19 02:21:57 +00:00
Jason RasmussenandGitHub c0eed4902a chore: version v3.2.0 (#31441) 
chore: v3.2.0
 2026-09-11 11:02:34 -04:00
immich-push-o-matic[bot] e61312084b chore: version v3.2.0-rc.0 2026-08-27 19:43:45 +00:00
MertandGitHub 79e61c47c7 refactor(ml): remove insightface dependency (#30631) 
* remove insightface dependency

* update tests
 2026-08-08 12:07:30 -04:00
github-actions 8aa95c6747 chore: version v3.1.0 2026-07-27 18:20:33 +00:00
github-actions cd308ad930 chore: version v3.0.3 2026-07-14 21:10:19 +00:00
github-actions 443b856ac3 chore: version v3.0.2 2026-07-09 17:33:21 +00:00
github-actions f77c8a4699 chore: version v3.0.1 2026-07-02 19:24:13 +00:00
github-actions 05d838b560 chore: version v3.0.0 2026-06-30 20:03:47 +00:00
github-actions ac74bca18b chore: version v3.0.0-rc.4 2026-06-27 13:14:47 +00:00
github-actions 09d4a6815f chore: version v3.0.0-rc.3 2026-06-26 16:49:02 +00:00
github-actions 38920fc4ca chore: version v3.0.0-rc.2 2026-06-18 23:20:14 +00:00
github-actions c9aa9ba711 chore: version v3.0.0-rc.1 2026-06-16 19:50:41 +00:00
github-actions e4dbe777a0 chore: version v3.0.0-rc.0 2026-06-12 14:55:39 +00:00
Aaron LiuandGitHub 5386b62dc4 chore(ml): allow insightface 1.x (#28595) 
* chore(ml): allow insightface 1.x

The new insightface 1.0 release appears to have no breaking code changes nor relevant license changes ([before](https://github.com/deepinsight/insightface/blob/2a78baec428354883e0cda39c54b555a5ed8358a/README.md), [after](https://github.com/deepinsight/insightface/blob/70f3269ea628d0658c5723976944c9de414e96f8/README.md), c.f. https://github.com/immich-app/immich/blob/fd7ddfef54cdf2b6256c4fc08bc5ff3f86176775/machine-learning/README.md), and it works on my machine.

* Update uv.lock

* please excuse my incompetence
 2026-05-25 12:32:50 -04:00
MertandGitHub 36caeb34ec chore(ml)!: require numpy 2.4 (#28158) 
require numpy 2.4
 2026-05-07 19:07:39 +00:00
Aaron LiuandGitHub a3ee615c5b chore(ml): update huggingfacehub and pillow (#27552) 2026-04-24 19:44:01 -04:00
renovate[bot]GitHubrenovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
 		4ff6cca4da fix(deps): update dependency pillow to >=12.2,<12.3 [security] (#27773) 
Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
 2026-04-16 09:13:39 -04:00
github-actions 95e57a24cb chore: version v2.7.5 2026-04-13 14:27:31 +00:00
github-actions bee49cef02 chore: version v2.7.4 2026-04-10 16:32:26 +00:00
github-actions 3254d31cd2 chore: version v2.7.3 2026-04-09 17:51:40 +00:00
github-actions 6a63e814a5 chore: version v2.7.2 2026-04-07 20:58:38 +00:00
github-actions b03a649e74 chore: version v2.7.1 2026-04-07 20:22:28 +00:00
MertandGitHub 9ba9a22c40 fix(ml): downgrade numpy (#27591) 
downgrade numpy
 2026-04-07 15:57:42 -04:00
github-actions afec61addc chore: version v2.7.0 2026-04-07 15:08:18 +00:00
github-actions a2ff075e9a chore: version v2.6.3 2026-03-26 16:23:35 +00:00
github-actions ce9b32a61a chore: version v2.6.2 2026-03-24 02:51:55 +00:00
github-actions e939fde6f1 chore: version v2.6.1 2026-03-19 17:56:42 +00:00
github-actions f413f5c692 chore: version v2.6.0 2026-03-18 20:37:39 +00:00
Savely KrasovskyandGitHub dc4da4b3d6 feat: update onnxruntime-openvino to 1.24.1 and intel drivers (#26565) 
feat: update onnxruntime-openvino to 1.24.1 and intel drivers to the latest version
 2026-02-27 16:35:29 -05:00
Kishor PrinsandGitHub dd9046508d feat: ROCm 7.2 and MIGraphX support (#26178) 2026-02-26 16:52:26 +00:00
dotlambdaandGitHub 7461479f60 chore(ml): remove unused dependency ftfy (#25529) 2026-02-19 22:58:25 +00:00
renovate[bot]andGitHub 27ebbab1d9 fix(deps): update dependency pillow to v12 [security] (#26142) 2026-02-12 09:32:17 -05:00
github-actions 3be8e265cd chore: version v2.5.6 2026-02-10 18:24:40 +00:00