Commit Graph

22 Commits

Author SHA1 Message Date
Lincoln Stein
651c0b39b1 clear cache on all exceptions 2024-04-12 07:19:16 +10:00
Lincoln Stein
46d23cd868 catch RunTimeError during model to() call rather than OutOfMemoryError 2024-04-12 07:19:16 +10:00
Lincoln Stein
579082ac10 [mm] clear the cache entry for a model that got an OOM during loading 2024-04-12 07:19:16 +10:00
psychedelicious
4068e817d6 fix(mm): typing issues in model cache 2024-04-06 14:35:36 +11:00
psychedelicious
a09d705e4c fix(mm): remove vram check
This check prematurely reports insufficient VRAM on Windows. See #6106 for details.
2024-04-06 14:35:36 +11:00
Lincoln Stein
4571986c63 fix misplaced lock call 2024-04-05 14:32:18 +11:00
Lincoln Stein
812f10730f
adjust free vram calculation for models that will be removed by lazy offloading (#6150)
Co-authored-by: Lincoln Stein <lstein@gmail.com>
2024-04-04 22:51:12 -04:00
psychedelicious
85f53f94f8 feat(mm): include needed vs free in OOM
Gives us a bit more visibility into these errors, which seem to be popping up more frequently with the new MM.
2024-04-04 06:26:15 +11:00
Lincoln Stein
3d6d89feb4
[mm] Do not write diffuser model to disk when convert_cache set to zero (#6072)
* pass model config to _load_model

* make conversion work again

* do not write diffusers to disk when convert_cache set to 0

* adding same model to cache twice is a no-op, not an assertion error

* fix issues identified by psychedelicious during pr review

* following conversion, avoid redundant read of cached submodels

* fix error introduced while merging

---------

Co-authored-by: Lincoln Stein <lstein@gmail.com>
2024-03-29 16:11:08 -04:00
Ryan Dick
9ee2e7ff25 Do not override log_memory_usage when debug logs are enabled. The speed cost of log_memory_usage=True is large. It is common to want debug log without enabling log_memory_usage. 2024-03-12 09:48:50 +11:00
psychedelicious
c80c0f0fb9 fix(mm): fix ModelCacheBase method name 2024-03-01 10:42:33 +11:00
psychedelicious
37d66488c5 chore: ruff 2024-03-01 10:42:33 +11:00
Lincoln Stein
371e3cc260 recover gracefuly from GPU out of memory errors (next version) 2024-03-01 10:42:33 +11:00
Lincoln Stein
d22738723d clear out VRAM when an OOM occurs 2024-03-01 10:42:33 +11:00
Brandon Rising
262cbaacdd References to context.services.model_manager.store.get_model can only accept keys, remove invalid assertion 2024-03-01 10:42:33 +11:00
Lincoln Stein
3e330d7d9d fix a number of typechecking errors 2024-03-01 10:42:33 +11:00
Lincoln Stein
a23dedd2ee make model manager v2 ready for PR review
- Replace legacy model manager service with the v2 manager.

- Update invocations to use new load interface.

- Fixed many but not all type checking errors in the invocations. Most
  were unrelated to model manager

- Updated routes. All the new routes live under the route tag
  `model_manager_v2`. To avoid confusion with the old routes,
  they have the URL prefix `/api/v2/models`. The old routes
  have been de-registered.

- Added a pytest for the loader.

- Updated documentation in contributing/MODEL_MANAGER.md
2024-03-01 10:42:33 +11:00
Lincoln Stein
78ef946e01 BREAKING CHANGES: invocations now require model key, not base/type/name
- Implement new model loader and modify invocations and embeddings

- Finish implementation loaders for all models currently supported by
  InvokeAI.

- Move lora, textual_inversion, and model patching support into
  backend/embeddings.

- Restore support for model cache statistics collection (a little ugly,
  needs work).

- Fixed up invocations that load and patch models.

- Move seamless and silencewarnings utils into better location
2024-03-01 10:42:33 +11:00
Lincoln Stein
5745ce9c7d Multiple refinements on loaders:
- Cache stat collection enabled.
- Implemented ONNX loading.
- Add ability to specify the repo version variant in installer CLI.
- If caller asks for a repo version that doesn't exist, will fall back
  to empty version rather than raising an error.
2024-03-01 10:42:33 +11:00
Lincoln Stein
0d3addc69b added textual inversion and lora loaders 2024-03-01 10:42:33 +11:00
Lincoln Stein
67eb715093 loaders for main, controlnet, ip-adapter, clipvision and t2i 2024-03-01 10:42:33 +11:00
Lincoln Stein
8ba5360269 model loading and conversion implemented for vaes 2024-03-01 10:42:33 +11:00