Commit Graph

27 Commits

Author SHA1 Message Date
Patrick von Platen ce1c27adc8 [Revision] Don't recommend using revision (#1764) 2022-12-19 16:25:41 +01:00
Anton Lozhkov 086c7f9ea8 Nightly integration tests (#1664)
* [WIP] Nightly integration tests

* initial SD tests

* update SD slow tests

* style

* repaint

* ImageVariations

* style

* finish imgvar

* img2img tests

* debug

* inpaint 1.5

* inpaint legacy

* torch isn't happy about deterministic ops

* allclose -> max diff for shorter logs

* add SD2

* debug

* Update tests/pipelines/stable_diffusion_2/test_stable_diffusion.py

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* Update tests/pipelines/stable_diffusion/test_stable_diffusion.py

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* fix refs

* Update src/diffusers/utils/testing_utils.py

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* fix refs

* remove debug

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
2022-12-16 18:51:11 +01:00
Anton Lozhkov 02d83c9ff1 Standardize fast pipeline tests with PipelineTestMixin (#1526)
* [WIP] Standardize fast pipeline tests with PipelineTestMixin

* refactor the sd tests a bit

* add more common tests

* add xformers

* add progressbar test

* cleanup

* upd fp16

* CycleDiffusionPipelineFastTests

* DanceDiffusionPipelineFastTests

* AltDiffusionPipelineFastTests

* StableDiffusion2PipelineFastTests

* StableDiffusion2InpaintPipelineFastTests

* StableDiffusionImageVariationPipelineFastTests

* StableDiffusionImg2ImgPipelineFastTests

* StableDiffusionInpaintPipelineFastTests

* remove unused mixins

* quality

* add missing inits

* try to fix mps tests

* fix mps tests

* add mps warmups

* skip for some pipelines

* style

* Update tests/test_pipelines_common.py

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-12-06 18:35:30 +01:00
Ilmari Heikkinen c28d3c82ce StableDiffusion: Decode latents separately to run larger batches (#1150)
* StableDiffusion: Decode latents separately to run larger batches

* Move VAE sliced decode under enable_vae_sliced_decode and vae.enable_sliced_decode

* Rename sliced_decode to slicing

* fix whitespace

* fix quality check and repository consistency

* VAE slicing tests and documentation

* API doc hooks for VAE slicing

* reformat vae slicing tests

* Skip VAE slicing for one-image batches

* Documentation tweaks for VAE slicing

Co-authored-by: Ilmari Heikkinen <ilmari@fhtr.org>
2022-11-29 13:28:14 +01:00
Patrick von Platen 4c54519e1a Add 2nd order heun scheduler (#1336)
* Add heun

* Finish first version of heun

* remove bogus

* finish

* finish

* improve

* up

* up

* fix more

* change progress bar

* Update src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion.py

* finish

* up

* up

* up
2022-11-28 22:56:28 +01:00
Patrick von Platen 77fc197f70 Speed up test and remove kwargs from call (#1446)
Remove kwargs from call
2022-11-28 17:28:19 +01:00
Patrick von Platen 2902109061 Fix all stable diffusion (#1415)
* up

* uP
2022-11-25 12:53:10 +01:00
Patrick von Platen 8e2c4cd56c Deprecate sample size (#1406)
* up

* up

* fix

* uP

* more fixes

* up

* uP

* up

* up

* uP

* fix final tests
2022-11-24 22:32:44 +01:00
Patrick von Platen 05a36d5c1a Upscaling fixed (#1402)
* Upscaling fixed

* up

* more fixes

* fix

* more fixes

* finish again

* up
2022-11-24 20:33:52 +01:00
Patrick von Platen e0e86b7470 Make height and width optional (#1401)
* fix

* add test

* fix test

* uP

* up

* fix some tests
2022-11-24 18:23:59 +01:00
Patrick von Platen a0520193e1 Add Scheduler.from_pretrained and better scheduler changing (#1286)
* add conversion script for vae

* uP

* uP

* more changes

* push

* up

* finish again

* up

* up

* up

* up

* finish

* up

* uP

* up

* Apply suggestions from code review

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
Co-authored-by: Anton Lozhkov <anton@huggingface.co>
Co-authored-by: Suraj Patil <surajp815@gmail.com>

* up

* up

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
Co-authored-by: Anton Lozhkov <anton@huggingface.co>
Co-authored-by: Suraj Patil <surajp815@gmail.com>
2022-11-15 18:15:13 +01:00
Patrick von Platen 4c660d16d0 [Stable Diffusion] Fix padding / truncation (#1226)
* [Stable Diffusion] Fix padding / truncation

* finish
2022-11-13 20:19:55 +01:00
Patrick von Platen 6cf72a9b1e Fix slow tests (#1210)
* fix tests

* Fix more

* more
2022-11-09 11:22:12 +01:00
Anton Lozhkov 24895a1f49 Fix cpu offloading (#1177)
* Fix cpu offloading

* get offloaded devices locally for SD pipelines
2022-11-09 10:28:10 +01:00
Pi Esposito 1172c9634b add enable sequential cpu offloading to other stable diffusion pipelines (#1085)
* add enable sequential cpu offloading to other stable diffusion pipelines

* trigger ci

* fix styling

* interpolate before converting to device to avoid breking when cpu_offload is enabled with fp16

Co-authored-by: Pedro Gengo  <pedro.gabriel.lourenco@hotmail.com>

* style again I need to stop forgething this thing

* fix inpainting bug that could cause device misalignment

Co-authored-by: Pedro Gengo  <pedro.gabriel.lourenco@hotmail.com>

* Apply suggestions from code review

Co-authored-by: Pedro Gengo  <pedro.gabriel.lourenco@hotmail.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-11-04 19:25:28 +01:00
Lewington-pitsos 2c108693cc Test precision increases (#1113)
* increase the precision of slice-based tests and make the default test case easier to single out

* increase precision of unit tests which already rely on float comparisons

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-11-04 17:54:01 +01:00
Patrick von Platen 42bb459457 [Low cpu memory] Correct naming and improve default usage (#1122)
* correct naming

* finish

* Apply suggestions from code review

* Apply suggestions from code review

Co-authored-by: Suraj Patil <surajp815@gmail.com>

Co-authored-by: Suraj Patil <surajp815@gmail.com>
2022-11-03 18:11:18 +01:00
Suraj Patil 7482178162 default fast model loading 🔥 (#1115)
* make accelerate hard dep

* default fast init

* move params to cpu when device map is None

* handle device_map=None

* handle torch < 1.9

* remove device_map="auto"

* style

* add accelerate in torch extra

* remove accelerate from extras["test"]

* raise an error if torch is available but not accelerate

* update installation docs

* Apply suggestions from code review

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* improve defautl loading speed even further, allow disabling fats loading

* address review comments

* adapt the tests

* fix test_stable_diffusion_fast_load

* fix test_read_init

* temp fix for dummy checks

* Trigger Build

* Apply suggestions from code review

Co-authored-by: Anton Lozhkov <anton@huggingface.co>

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Anton Lozhkov <anton@huggingface.co>
2022-11-03 17:25:57 +01:00
Anton Lozhkov 4a38166afe Allow saving None pipeline components (#1118)
* Allow saving `None` pipeline components

* support flax as well

* style
2022-11-03 15:41:33 +01:00
Patrick von Platen 17c2c0600b [Tests] Fix slow tests (#1087) 2022-10-31 18:59:58 +01:00
Patrick von Platen c18941b01a [Better scheduler docs] Improve usage examples of schedulers (#890)
* [Better scheduler docs] Improve usage examples of schedulers

* finish

* fix warnings and add test

* finish

* more replacements

* adapt fast tests hf token

* correct more

* Apply suggestions from code review

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* Integrate compatibility with euler

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
2022-10-31 17:26:30 +01:00
hlky a1ea8c01c3 k-diffusion-euler (#1019)
* k-diffusion-euler

* make style make quality

* make fix-copies

* fix tests for euler a

* Update src/diffusers/schedulers/scheduling_euler_ancestral_discrete.py

Co-authored-by: Anton Lozhkov <aglozhkov@gmail.com>

* Update src/diffusers/schedulers/scheduling_euler_ancestral_discrete.py

Co-authored-by: Anton Lozhkov <aglozhkov@gmail.com>

* Update src/diffusers/schedulers/scheduling_euler_discrete.py

Co-authored-by: Anton Lozhkov <aglozhkov@gmail.com>

* Update src/diffusers/schedulers/scheduling_euler_discrete.py

Co-authored-by: Anton Lozhkov <aglozhkov@gmail.com>

* remove unused arg and method

* update doc

* quality

* make flake happy

* use logger instead of warn

* raise error instead of deprication

* don't require scipy

* pass generator in step

* fix tests

* Apply suggestions from code review

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* Update tests/test_scheduler.py

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* remove unused generator

* pass generator as extra_step_kwargs

* update tests

* pass generator as kwarg

* pass generator as kwarg

* quality

* fix test for lms

* fix tests

Co-authored-by: patil-suraj <surajp815@gmail.com>
Co-authored-by: Anton Lozhkov <aglozhkov@gmail.com>
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-10-31 16:20:38 +01:00
Patrick von Platen 8d6487f3cb Fix some failing tests (#1041)
* up

* up

* up

* Update src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion.py

* Apply suggestions from code review
2022-10-28 17:05:00 +02:00
Patrick von Platen d2d9764f35 [Tests] Speed up slow tests (#1040)
* [Tests] Speed up slow tests

* Up

* up
2022-10-28 14:46:39 +02:00
Patrick von Platen 3be9fa97d6 [Accelerate model loading] Fix meta device and super low memory usage (#1016)
* [Accelerate model loading] Fix meta device and super low memory usage

* better naming
2022-10-27 12:11:42 +02:00
Anton Lozhkov 2c82e0c4eb Reorganize pipeline tests (#963)
* Reorganize pipeline tests

* fix vq
2022-10-24 16:34:01 +02:00
Patrick von Platen 25dfd0f8dc [Tests] Move stable diffusion into their own files (#936)
* [Tests] Move stable diffusion into their own files

* up
2022-10-21 12:49:52 +02:00