hidenorly a0096c5897 Add FP32 fallback support on torch.nn.functional.interpolate ...

This tries to execute interpolate with FP32 if it failed.

Background is that
on some environment such as Mx chip MacOS devices, we get error as follows:

```
"torch/nn/functional.py", line 3931, in interpolate
        return torch._C._nn.upsample_nearest2d(input, output_size, scale_factors)
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    RuntimeError: "upsample_nearest2d_channels_last" not implemented for 'Half'
```

In this case, ```--no-half``` doesn't help to solve. Therefore this commits add the FP32 fallback execution to solve it.

Note that the ```upsample_nearest2d``` is called from ```torch.nn.functional.interpolate```.
And the fallback for torch.nn.functional.interpolate is necessary at
```modules/sd_vae_approx.py``` 's ```VAEApprox.forward```
```repositories/stable-diffusion-stability-ai/ldm/modules/diffusionmodules/openaimodel.py``` 's ```Upsample.forward```

2023-11-29 04:45:04 +09:00

..

api

repair unload sd checkpoint button

2023-10-15 09:41:02 +03:00

codeformer

Autofix Ruff W (not W605) (mostly whitespace)

2023-05-11 20:29:11 +03:00

hypernetworks

fix whitespace for #13084

2023-09-09 09:15:09 +03:00

models/diffusion

Simplify a bunch of len(x) > 0/len(x) == 0 style expressions

2023-06-02 15:07:10 +03:00

processing_scripts

Restore missing tooltips

2023-09-01 17:01:08 -06:00

textual_inversion

remove duplicated code

2023-10-14 12:17:59 +03:00

cache.py

use an atomic operation to replace the cache with the new version

2023-08-22 17:45:47 +03:00

call_queue.py

feat: replace threading.Lock() to FIFOLock

2023-08-21 17:49:58 +08:00

cmd_args.py

correct a typo

2023-11-05 11:37:23 +09:00

codeformer_model.py

added torch.mps.empty_cache() to torch_gc()

2023-07-08 17:13:18 +03:00

config_states.py

Config states time ISO in system time zone

2023-09-16 09:11:54 +09:00

deepbooru_model.py

Add option for float32 sampling with float16 UNet

2023-01-25 01:13:02 -05:00

deepbooru.py

ruff auto fixes

2023-05-10 11:05:02 +03:00

devices.py

fix for crash when running #12924 without --device-id

2023-09-09 09:39:37 +03:00

errors.py

update gradio to 3.41.2

2023-08-27 08:45:40 +03:00

esrgan_model_arch.py

Autofix Ruff W (not W605) (mostly whitespace)

2023-05-11 20:29:11 +03:00

esrgan_model.py

Upscaler.load_model: don't return None, just use exceptions

2023-06-13 12:44:25 +03:00

extensions.py

rework extensions metadata: use custom sorter that doesn't mess the order as much and ignores cyclic errors, use classes with named fields instead of dictionaries, eliminate some duplicated code

2023-11-20 14:47:09 +03:00

extra_networks_hypernet.py

Simplify a bunch of len(x) > 0/len(x) == 0 style expressions

2023-06-02 15:07:10 +03:00

extra_networks.py

fix error that causes some extra networks to be disabled if both <lora:> and <lyco:> are present in the prompt

2023-08-27 08:41:48 +03:00

extras.py

add metadata to checkpoint merger

2023-08-01 08:27:54 +03:00

face_restoration.py

codeformer support

2022-09-07 12:32:28 +03:00

fifo_lock.py

feat: replace threading.Lock() to FIFOLock

2023-08-21 17:49:58 +08:00

generation_parameters_copypaste.py

fix re_param_code (regression bug PR #13458)

2023-10-03 01:16:41 +09:00

gfpgan_model.py

fix Blank line contains whitespace

2023-10-22 04:32:13 +08:00

gitpython_hack.py

Fix some deprecated types

2023-08-29 00:54:57 -06:00

gradio_extensons.py

remove unneeded example_inputs from gradio config

2023-08-22 08:18:01 +03:00

hashes.py

cache git extension repo information

2023-07-15 09:20:43 +03:00

images.py

write infotext to gif image as comment

2023-09-30 09:34:50 +03:00

img2img.py

Option to show batch img2img results in UI

2023-11-19 17:37:32 +09:00

import_hook.py

add a comment for disable xformers hack

2022-12-24 07:57:56 +03:00

initialize_util.py

add an option to not print stack traces on ctrl+c.

2023-10-15 08:45:38 +03:00

initialize.py

add --skip-load-model-at-start

2023-09-14 18:42:56 +08:00

interrogate.py

add --medvram-sdxl

2023-08-22 18:49:08 +03:00

launch_utils.py

save sysinfo as .json

2023-11-20 01:38:31 +09:00

localization.py

Update localization.py

2023-09-11 09:22:27 +08:00

logging_config.py

actually adds handler to logging_config.py

2023-11-16 17:53:57 -03:00

lowvram.py

add --medvram-sdxl

2023-08-22 18:49:08 +03:00

mac_specific.py

Add FP32 fallback support on torch.nn.functional.interpolate

2023-11-29 04:45:04 +09:00

masking.py

Autofix Ruff W (not W605) (mostly whitespace)

2023-05-11 20:29:11 +03:00

memmon.py

attempt to fix memory monitor with multiple CUDA devices

2023-03-12 21:04:17 +03:00

modelloader.py

Merge pull request #10823 from akx/model-loady

2023-06-27 09:20:49 +03:00

ngrok.py

Merge branch 'dev' into ngrok-py

2023-05-18 10:12:17 +03:00

options.py

fix add_option overriding config with default

2023-09-12 22:53:09 +09:00

patches.py

store patches for Lora in a specialized module

2023-08-15 19:23:40 +03:00

paths_internal.py

correct webpath when webui_dir is not work_dir

2023-09-13 16:05:55 +09:00

paths.py

correct webpath when webui_dir is not work_dir

2023-09-13 16:05:55 +09:00

postprocessing.py

hotfix: call shared.state.end() after postprocessing done

2023-11-15 14:26:37 +09:00

processing.py

fix pix2pix producing bad results

2023-11-07 11:33:33 +03:00

progress.py

actual solution to the uncommon hanging problem that is seemingly caused by multiple progress requests working on same tensor

2023-08-22 10:41:10 +03:00

prompt_parser.py

Merge pull request #13797 from Meerkov/master

2023-11-03 20:11:54 +03:00

realesrgan_model.py

tell RealESRGANer which device to run on, could be cuda, M1, or other GPU

2023-08-23 14:31:38 +08:00

restart.py

alternative solution to #13434

2023-09-30 08:23:12 +03:00

rng_philox.py

minor performance improvements for philox

2023-08-03 07:53:03 +03:00

rng.py

feat: fix randn found element of type float at pos 2

2023-11-17 09:48:18 +00:00

Roboto-Regular.ttf

Drop fonts + font-roboto deps since we only use the single regular cut of Roboto

2023-05-11 10:07:28 +03:00

safe.py

rename print_error to report, use it with together with package name

2023-05-31 19:56:37 +03:00

script_callbacks.py

Merge pull request #12846 from a666/deprecated-types

2023-09-09 10:31:56 +03:00

script_loading.py

add backwards compatibility --lyco-dir-backcompat option, use that for LyCORIS directory instead of hardcoded value

2023-07-18 20:11:30 +03:00

scripts_auto_postprocessing.py

ruff auto fixes

2023-05-10 11:05:02 +03:00

scripts_postprocessing.py

suggestions and fixes from the PR

2023-05-10 21:21:32 +03:00

scripts.py

rework extensions metadata: use custom sorter that doesn't mess the order as much and ignores cyclic errors, use classes with named fields instead of dictionaries, eliminate some duplicated code

2023-11-20 14:47:09 +03:00

sd_disable_initialization.py

send weights to target device instead of CPU memory

2023-08-16 12:11:01 +03:00

sd_hijack_checkpoint.py

add option to show/hide warnings

2023-01-18 23:04:24 +03:00

sd_hijack_clip_old.py

Simplify a bunch of len(x) > 0/len(x) == 0 style expressions

2023-06-02 15:07:10 +03:00

sd_hijack_clip.py

fix missing TI hash

2023-08-03 18:46:49 +09:00

sd_hijack_ip2p.py

imports cleanup for ruff

2023-05-10 08:43:42 +03:00

sd_hijack_open_clip.py

repair --medvram for SD2.x too after SDXL update

2023-07-24 11:57:59 +03:00

sd_hijack_optimizations.py

Make sub-quadratic the default for MPS

2023-08-13 10:06:25 -04:00

sd_hijack_unet.py

Add support for --upcast-sampling with SD XL

2023-07-18 00:39:50 -04:00

sd_hijack_utils.py

Fix full previews, --no-half-vae

2023-01-26 01:43:35 -05:00

sd_hijack_xlmr.py

imports cleanup for ruff

2023-05-10 08:43:42 +03:00

sd_hijack.py

fix exception related to the pix2pix

2023-11-06 11:17:36 +03:00

sd_models_config.py

fix linter issues

2023-10-01 12:25:19 +08:00

sd_models_types.py

linter

2023-11-05 19:32:21 +03:00

sd_models_xl.py

option to keep multiple models in memory

2023-08-01 00:24:48 +03:00

sd_models.py

more changes for #13865: fix formatting, rename the function, add comment and add a readme entry

2023-11-05 19:46:20 +03:00

sd_samplers_cfg_denoiser.py

ditch --always-batch-cond-uncond in favor of an UI setting

2023-08-21 15:07:10 +03:00

sd_samplers_common.py

fix an issue where VAE would remain in fp16 after an auto-switch to fp32

2023-08-30 21:13:24 +03:00

sd_samplers_compvis.py

Merge branch 'dev' into refiner

2023-08-08 21:49:47 +03:00

sd_samplers_extra.py

some stylistic changes for the sampler code

2023-07-29 08:38:00 +03:00

sd_samplers_kdiffusion.py

Merge pull request #12856 from catboxanon/extra-noise-noisy-latent

2023-08-30 08:23:37 +03:00

sd_samplers_timesteps_impl.py

repair DDIM/PLMS/UniPC batches

2023-08-14 08:49:02 +03:00

sd_samplers_timesteps.py

Merge pull request #12856 from catboxanon/extra-noise-noisy-latent

2023-08-30 08:23:37 +03:00

sd_samplers.py

pass samplers from UI by name, make it possible to use a sampler from infotext even if it's hidden in the dropdown

2023-08-08 21:28:34 +03:00

sd_unet.py

initial work on sd_unet for SDXL

2023-09-11 21:17:40 +03:00

sd_vae_approx.py

Revert "Add FP32 fallback support on sd_vae_approx"

2023-11-29 04:07:48 +09:00

sd_vae_taesd.py

add TAESD for i2i and t2i

2023-08-04 13:38:52 +08:00

sd_vae.py

Merge pull request #12797 from Madrawn/vae_resolve_bug

2023-08-27 09:45:00 +03:00

shared_cmd_options.py

consolidate local check

2023-08-28 03:43:27 +09:00

shared_gradio_themes.py

Add NoCrypt/miku gradio theme

2023-08-15 13:22:44 +07:00

shared_init.py

split webui.py's initialization and utility functions into separate files

2023-08-09 18:11:13 +03:00

shared_items.py

added compact prompt option

2023-11-05 19:19:55 +03:00

shared_options.py

Merge pull request #14009 from AUTOMATIC1111/Option-to-show-batch-img2img-results-in-UI

2023-11-20 17:44:58 +03:00

shared_state.py

initialize state.time_start befroe state.job_count

2023-09-13 16:27:02 +09:00

shared_total_tqdm.py

split shared.py into multiple files; should resolve all circular reference import errors related to shared.py

2023-08-09 10:25:35 +03:00

shared.py

add type annotations for extra fields of shared.sd_model

2023-08-22 19:05:03 +03:00

styles.py

add style editor dialog

2023-08-03 23:31:13 +03:00

sub_quadratic_attention.py

Fix some deprecated types

2023-08-29 00:54:57 -06:00

sysinfo.py

hide --gradio-auth and --api-auth values from /internal/sysinfo report

2023-08-27 20:17:01 +03:00

timer.py

add --log-startup option to print detailed startup progress

2023-07-22 17:15:38 +03:00

txt2img.py

lint

2023-09-09 15:59:22 +09:00

ui_checkpoint_merger.py

gradio 3.39

2023-08-04 08:04:23 +03:00

ui_common.py

added compact prompt option

2023-11-05 19:19:55 +03:00

ui_components.py

make resize handle available to extensions

2023-08-21 08:48:46 +03:00

ui_extensions.py

Config states time ISO in system time zone

2023-09-16 09:11:54 +09:00

ui_extra_networks_checkpoints_user_metadata.py

SD VAE rework 2

2023-08-07 08:07:20 +03:00

ui_extra_networks_checkpoints.py

Merge pull request #13014 from AUTOMATIC1111/thread-safe-extranetworks-list_items

2023-11-19 09:09:21 +03:00

ui_extra_networks_hypernets.py

add comment

2023-09-12 09:29:07 +09:00

ui_extra_networks_textual_inversion.py

add comment

2023-09-12 09:29:07 +09:00

ui_extra_networks_user_metadata.py

Merge pull request #12864 from AUTOMATIC1111/extension-time-format-time-zone

2023-08-30 09:45:23 +03:00

ui_extra_networks.py

Adds 'Path' sorting for Extra network cards

2023-11-13 22:01:52 +06:00

ui_gradio_extensions.py

correct webpath when webui_dir is not work_dir

2023-09-13 16:05:55 +09:00

ui_loadsave.py

make InputAccordion work with ui-config

2023-09-11 13:47:44 +09:00

ui_postprocessing.py

gradio 3.39

2023-08-04 08:04:23 +03:00

ui_prompt_styles.py

Merge pull request #13931 from AUTOMATIC1111/style-hotkeys

2023-11-19 09:11:49 +03:00

ui_settings.py

repair unload sd checkpoint button

2023-10-15 09:41:02 +03:00

ui_tempdir.py

Make Gradio temp directory if it doesn't exist

2023-08-21 17:36:17 -04:00

ui_toprow.py

added compact prompt option

2023-11-05 19:19:55 +03:00

ui.py

save sysinfo as .json

2023-11-20 01:38:31 +09:00

upscaler.py

Fix missing ext_filter kwarg

2023-06-03 22:28:00 +07:00

util.py

split shared.py into multiple files; should resolve all circular reference import errors related to shared.py

2023-08-09 10:25:35 +03:00

xlmr_m18.py

fix linter issues

2023-10-01 12:25:19 +08:00

xlmr.py

Autofix Ruff W (not W605) (mostly whitespace)

2023-05-11 20:29:11 +03:00