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perf/sql-queries
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235 Commits
Author SHA1 Message Date
Mert 6f356877f5 fix(ml): incorrect outputs on alchemist and battlemage (#32110) 
* add alchemist and battlemage runners

* report the opencl devices on the intel runners

* pad unaligned attention heads for openvino

* build onnxruntime-openvino against an openvino nightly

* note the onnxruntime-openvino the intel runners should test

* update the intel gpu runtime
 2026-10-06 06:37:05 +00:00
Mert e89e034515 chore(ml): e2e gpu testing (#31998) 2026-10-03 17:15:09 -04:00
Mert 524cbb3167 fix(ml): upgrade to openvino 2026.4.1 (#31996) 2026-10-02 10:25:39 -04:00
renovate[bot] 2e7e50ca98 chore(deps): update machine-learning (#31868) 
Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
 2026-09-30 20:10:43 -04:00
immich-push-o-matic[bot] a9d102234b chore: version v3.3.0-rc.0 2026-09-28 21:54:03 +00:00
Mert 76c239c345 feat(ml): trt-rtx (#31863) 
* trt-rtx

* update dependencies
 2026-09-28 21:39:14 +00:00
Mert 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
Mert 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]andmertalev 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 Rasmussen 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
Mert 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 Liu 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
Mert 36caeb34ec chore(ml)!: require numpy 2.4 (#28158) 
require numpy 2.4
 2026-05-07 19:07:39 +00:00
Aaron Liu a3ee615c5b chore(ml): update huggingfacehub and pillow (#27552) 2026-04-24 19:44:01 -04:00
renovate[bot] 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
Mert 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 Krasovsky 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 Prins dd9046508d feat: ROCm 7.2 and MIGraphX support (#26178) 2026-02-26 16:52:26 +00:00
dotlambda 7461479f60 chore(ml): remove unused dependency ftfy (#25529) 2026-02-19 22:58:25 +00:00
renovate[bot] 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
github-actions ff9052f7f5 chore: version v2.5.5 2026-02-06 03:49:02 +00:00
github-actions 8581b4f350 chore: version v2.5.4 2026-02-05 21:16:52 +00:00
github-actions 38c1f0b1fd chore: version v2.5.3 2026-02-03 18:14:21 +00:00
Timon 9f52d864cf chore(ml): replace black with ruff format (#25578) 2026-02-02 09:02:06 -05:00
github-actions eadb2f89af chore: version v2.5.2 2026-01-28 22:05:10 +00:00
github-actions 41e2ed3754 chore: version v2.5.1 2026-01-27 23:10:13 +00:00
github-actions 6fd3c9fffa chore: version v2.5.0 2026-01-27 18:19:23 +00:00
Savely Krasovsky 3321c1a9df feat(ml): update ONNX Runtime, OpenVINO and ROCm stack (#23458) 2026-01-01 12:17:55 -05:00