Commit Graph

29 Commits

Author SHA1 Message Date
Suraj Patil 0eb507f2af
StableDiffusionImageVariationPipeline (#1365)
* add StableDiffusionImageVariationPipeline

* add ini init

* use CLIPVisionModelWithProjection

* fix _encode_image

* add copied from

* fix copies

* add doc

* handle tensor in _encode_image

* add tests

* correct model_id

* remove copied from in enable_sequential_cpu_offload

* fix tests

* make slow tests pass

* update slow tests

* use temp model for now

* fix test_stable_diffusion_img_variation_intermediate_state

* fix test_stable_diffusion_img_variation_intermediate_state

* check for torch.Tensor

* quality

* fix name

* fix slow tests

* install transformers from source

* fix install

* fix install

* Apply suggestions from code review

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

* input_image -> image

* remove deprication warnings

* fix test_stable_diffusion_img_variation_multiple_images

* make flake happy

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
2022-11-23 14:36:39 +01:00
Patrick von Platen ab1f01e634 make style 2022-11-20 19:37:28 +01:00
Victor Schmidt 3bec90ff2c
Handle batches and Tensors in `pipeline_stable_diffusion_inpaint.py:prepare_mask_and_masked_image` (#1003)
* Handle batches and Tensors in `prepare_mask_and_masked_image`

* `blackfy`
upgrade `black`

* handle mask as `np.array`

* add docstring

* revert `black` changes with smaller line length

* missing ValueError in docstring

* raise `TypeError` for image as tensor but not mask

* typo in mask shape selection

* check for batch dim

* fix: wrong indentation

* add tests

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-11-20 19:33:09 +01:00
Clayton Sims 30220905c4
Legacy Inpainting Pipeline for Onnx Models (#1237)
* Add legacy inpainting pipeline compatibility for onnx

* remove commented out line

* Add onnx legacy inpainting test

* Fix slow decorators

* pep8 styling

* isort styling

* dummy object

* ordering consistency

* style

* docstring styles

* Refactor common prompt encoding pattern

* Update tests to permanent repository home

* support all available schedulers until ONNX IO binding is available

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

* updated styling from PR suggested feedback

Co-authored-by: Anton Lozhkov <aglozhkov@gmail.com>
2022-11-18 16:33:12 +01:00
Patrick von Platen fcfdd95f0b
Fix/Enable all schedulers for in-painting (#1331)
* inpaint fix k lms

* onnox as well

* up
2022-11-18 12:32:17 +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
Suraj Patil a8d0977769
[StableDiffusionInpaintPipeline] fix batch_size for mask and masked latents (#1279)
fix bs for mask and masked latents
2022-11-14 22:03:10 +01:00
Patrick von Platen b3c5e086e5
Finalize stable diffusion refactor (#1269)
* finish

* cleaner

* more fixes

* refactor

* make fix copies

* refactor cycle diffusion

* finish

* finish2

* Apply suggestions from code review
2022-11-13 23:54:30 +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
Anton Lozhkov 11f7d6f3cc
[ONNX] Improve ONNXPipeline scheduler compatibility, fix safety_checker (#1173)
* [ONNX] Improve ONNX scheduler compatibility, fix safety_checker

* typo
2022-11-08 14:39:11 +01:00
Chen Wu (吴尘) 9d8943b7e7
Add CycleDiffusion pipeline using Stable Diffusion (#888)
* Add CycleDiffusion pipeline for Stable Diffusion

* Add the option of passing noise to DDIMScheduler

Add the option of providing the noise itself to DDIMScheduler, instead of the random seed generator.

* Update README.md

* Update README.md

* Update pipeline_stable_diffusion_cycle_diffusion.py

* Update pipeline_stable_diffusion_cycle_diffusion.py

* Update pipeline_stable_diffusion_cycle_diffusion.py

* Update pipeline_stable_diffusion_cycle_diffusion.py

* Update scheduling_ddim.py

* Update import format

* Update pipeline_stable_diffusion_cycle_diffusion.py

* Update scheduling_ddim.py

* Update src/diffusers/schedulers/scheduling_ddim.py

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

* Update src/diffusers/schedulers/scheduling_ddim.py

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

* Update src/diffusers/schedulers/scheduling_ddim.py

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

* Update src/diffusers/schedulers/scheduling_ddim.py

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

* Update src/diffusers/schedulers/scheduling_ddim.py

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

* Update scheduling_ddim.py

* Update scheduling_ddim.py

* Update scheduling_ddim.py

* add two tests

* Update pipeline_stable_diffusion_cycle_diffusion.py

* Update pipeline_stable_diffusion_cycle_diffusion.py

* Update README.md

* Rename pipeline name as suggested in the latest reviewer comment

* Update test_pipelines.py

* Update test_pipelines.py

* Update test_pipelines.py

* Update pipeline_stable_diffusion_cycle_diffusion.py

* Remove the generator

This generator does not control all randomness during sampling, which can be misleading.

* Update optimal hyperparameters

* Update src/diffusers/pipelines/stable_diffusion/README.md

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

* Update src/diffusers/pipelines/stable_diffusion/README.md

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

* Update src/diffusers/pipelines/stable_diffusion/README.md

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

* Apply suggestions from code review

* uP

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

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

* up

* up

* Replace assert with ValueError

* finish docs

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Suraj Patil <surajp815@gmail.com>
2022-11-04 20:51:06 +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
Anton Lozhkov 4e59bcc680
[CI] Framework and hardware-specific CI tests (#997)
* [WIP][CI] Framework and hardware-specific docker images for CI tests

* username

* fix cpu

* try out the image

* push latest

* update workspace

* no root isolation for actions

* add a flax image

* flax and onnx matrix

* fix runners

* add reports

* onnxruntime image

* retry tpu

* fix

* fix

* build onnxruntime

* naming

* onnxruntime-gpu image

* onnxruntime-gpu image, slow tests

* latest jax version

* trigger flax

* run flax tests in one thread

* fast flax tests on cpu

* fast flax tests on cpu

* trigger slow tests

* rebuild torch cuda

* force cuda provider

* fix onnxruntime tests

* trigger slow

* don't specify gpu for tpu

* optimize

* memory limit

* fix flax tests

* disable docker cache
2022-11-02 14:07:07 +01:00
Lewington-pitsos 8ee21915bf
Integration tests precision improvement for inpainting (#1052)
* improve test precision

get tests passing with greater precision using lewington images

* make old numpy load function a wrapper around a more flexible numpy loading function

* adhere to black formatting

* add more black formatting

* adhere to isort

* loosen precision and replace path

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-11-02 11:47:26 +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 707b8684b3 fix slow test 2022-10-31 09:13:37 +00:00
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