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129 Commits

Author SHA1 Message Date
Lincoln Stein
314ed7d8f6
Merge branch 'main' into install/refactor-configure-and-model-select 2023-02-16 03:24:02 -05:00
Lincoln Stein
07be605dcb mostly working 2023-02-16 01:30:59 -05:00
Jonathan
cab41f0538
Fix perlin noise generator for diffusers tensors (#2678) 
Tensors with diffusers no longer have to be multiples of 8. This broke Perlin noise generation. We now generate noise for the next largest multiple of 8 and return a cropped result. Fixes #2674.
 2023-02-15 19:37:42 +01:00
Jonathan
093174942b
Add thresholding for all diffusers types (#2479) 
`generator` now asks `InvokeAIDiffuserComponent` to do postprocessing work on latents after every step. Thresholding - now implemented as replacing latents outside of the threshold with random noise - is called at this point. This postprocessing step is also where we can hook up symmetry and other image latent manipulations in the future.

Note: code at this layer doesn't need to worry about MPS as relevant torch functions are wrapped and made MPS-safe by `generator.py`.
 2023-02-14 18:00:34 -06:00
Jonathan
9eed1919c2
Strategize slicing based on free [V]RAM (#2572) 
Strategize slicing based on free [V]RAM when not using xformers. Free [V]RAM is evaluated at every generation. When there's enough memory, the entire generation occurs without slicing. If there is not enough free memory, we use diffusers' sliced attention.
 2023-02-12 18:24:15 +00:00
Jonathan
f0f3520bca
Switch to using max for attention slicing in all cases for the time being. (#2569) 2023-02-07 19:28:57 +01:00
Jonathan
28b40bebbe
Refactor CUDA cache clearing to add statistical reporting. (#2553) 2023-02-06 12:53:30 -05:00
Jonathan
2432adb38f
In exception handlers, clear the torch CUDA cache (if we're using CUDA) to free up memory for other programs using the GPU and to reduce fragmentation. (#2549) 2023-02-06 10:33:24 -05:00
Jonathan
b7ab025f40
Update base.py (#2543) 
Free up CUDA cache right after each image is generated. VRAM usage drops down to pre-generation levels.
 2023-02-06 05:14:35 +00:00
Lincoln Stein
0240656361 fix crash in txt2img and img2img w/ inpainting models and perlin > 0 
- get_perlin_noise() was returning 9 channels; fixed code to return
  noise for just the 4 image channels and not the mask ones.

- Closes Issue #2541
 2023-02-05 22:55:08 -05:00
blessedcoolant
7a06c8fd89
Merge branch 'main' into main 2023-02-06 04:43:49 +13:00
Lincoln Stein
4895fe8395
fix crash when text mask applied to img2img (#2526) 
This PR fixes the crash reported at https://discord.com/channels/1020123559063990373/1031668022294884392/1071782238137630800

It also quiets-down the "NSFW is disabled" nag during img2img generation.
 2023-02-05 15:26:40 +00:00
blessedcoolant
f1dd76c20b Remove Deprecation Warning from Diffusers Pipeline 2023-02-05 22:55:10 +13:00
Lincoln Stein
d58574ca46
Merge branch 'main' into dev/installer 2023-02-02 13:53:11 -05:00
Kevin Turner
44d36a0e0b fix(img2img): do not attempt to do a zero-step img2img when strength is low 2023-02-01 18:42:54 -08:00
Lincoln Stein
8ce9f07223
Merge branch 'main' into dev/installer 2023-02-01 17:50:22 -05:00
Kevin Turner
8cdc65effc
Merge branch 'main' into fix_2418_simplified 2023-01-31 17:45:54 -08:00
Lincoln Stein
e6d52d7ce6
Merge branch 'main' into fix_2418_simplified 2023-01-31 18:11:56 -05:00
Lincoln Stein
56e2d22b6e
Merge branch 'main' into feat/solid-infill 2023-01-31 18:02:17 -05:00
Lincoln Stein
0066187651
Merge branch 'main' into feat/solid-infill 2023-01-31 17:53:09 -05:00
Lincoln Stein
d3d24fa816 fill color is parameterized 2023-01-31 17:52:33 -05:00
Kevin Turner
4d58fed6b0
Merge branch 'main' into fix/inpainting-blank-slate 2023-01-31 11:04:56 -08:00
Kevin Turner
eed802f5d9
Merge branch 'main' into fix/hires_inpaint 2023-01-31 09:34:29 -08:00
Lincoln Stein
1c377b7995 further improvements to ability to find location of data files 
- implement the following pattern for finding data files under both
  regular and editable install conditions:

  import invokeai.foo.bar as bar
  path = bar.__path__[0]

- this *seems* to work reliably with Python 3.9. Testing on 3.10 needs
  to be performed.
 2023-01-31 12:24:55 -05:00
Lincoln Stein
9ad4c03277 Various fixes 
1) Downgrade numpy to avoid dependency conflict with numba
2) Move all non ldm/invoke files into `invokeai`. This includes assets, backend, frontend, and configs.
3) Fix up way that the backend finds the frontend and the generator finds the NSFW caution.png icon.
 2023-01-30 18:42:17 -05:00
Damian Stewart
5299324321 workaround for pytorch bug, fixes #2418 2023-01-30 18:45:53 +01:00
Jonathan
5ce62e00c9
Merge branch 'main' into diffusers_cross_attention_control_reimplementation 2023-01-29 13:52:01 -06:00
Kevin Turner
5a8c28de97 Merge remote-tracking branch 'origin/main' into fix/hires_inpaint 2023-01-29 10:51:59 -08:00
Jonathan
07e03b31b7
Update --hires_fix (#2414) 
* Update --hires_fix

Change `--hires_fix` to calculate initial width and height based on the model's resolution (if available) and with a minimum size.
 2023-01-29 12:27:01 -06:00
Eugene Brodsky
47dbe7bc0d (assets) move 'caution.png' to avoid including entire 'assets' dir in the wheel 
reduces wheel size to 3MB from 27MB
 2023-01-28 17:39:33 -05:00
Kevin Turner
b6d37a70ca fix(inpainting model): threshold mask to avoid gray blurry seam 2023-01-28 13:34:22 -08:00
Kevin Turner
71b6ddf5fb fix(inpainting model): blank areas to be repainted in the masked image 
Otherwise the model seems too reluctant to change these areas, even though the mask channel should allow it to.
 2023-01-28 11:10:32 -08:00
Kevin Turner
6556b200b5 remove experimental "blur" infill 
It seems counterproductive for use with the inpainting model, and not especially useful otherwise.
 2023-01-27 15:25:50 -08:00
Kevin Turner
d627cd1865 feat(inpaint): add simpler infill methods for use with inpainting model 2023-01-27 14:28:16 -08:00
Kevin Turner
09b6104bfd refactor(txt2img2img): factor out tensor shape 2023-01-27 12:04:12 -08:00
Kevin Turner
1bb5b4ab32 fix dimension errors when inpainting model is used with hires-fix 2023-01-27 11:52:05 -08:00
damian
e090c0dc10 try without setting every time 2023-01-26 17:46:51 +01:00
damian
729752620b trying out JPPhoto's patch on vast.ai 2023-01-26 17:27:33 +01:00
damian
8ed8bf52d0 use 'auto' slice size 2023-01-26 17:04:22 +01:00
Damian Stewart
41aed57449 wip tracking down MPS slicing support 2023-01-25 22:27:23 +01:00
Damian Stewart
34a3f4a820 cleanup 2023-01-25 21:47:17 +01:00
Damian Stewart
c52dd7e3f4 Merge branch 'diffusers_cross_attention_control_reimplementation' of github.com:damian0815/InvokeAI into diffusers_cross_attention_control_reimplementation 2023-01-25 14:51:15 +01:00
Damian Stewart
a4aea1540b more wip sliced attention (.swap doesn't work yet) 2023-01-25 14:51:08 +01:00
Kevin Turner
3c53b46a35
Merge branch 'main' into diffusers_cross_attention_control_reimplementation 2023-01-24 19:32:34 -08:00
Damian Stewart
63c6019f92 sliced attention processor wip (untested) 2023-01-24 14:46:32 +01:00
Lincoln Stein
10c3afef17
Merge branch 'main' into bugfix/free-gpu-mem-diffuser 2023-01-23 21:15:12 -05:00
Damian Stewart
bffe199ad7 SwapCrossAttnProcessor working - tested on mac CPU (MPS doesn't work) 2023-01-21 20:54:18 +01:00
Damian Stewart
0c2a511671 wip SwapCrossAttnProcessor 2023-01-21 18:07:36 +01:00
Lincoln Stein
02ce602a38
Merge branch 'main' into feat/disable-xformers 2023-01-19 18:45:59 -05:00
Lincoln Stein
f0010919f2
Merge branch 'main' into bugfix/free-gpu-mem-diffuser 2023-01-19 18:03:36 -05:00