Merge branch 'master' into stable

/.idea

notification.mp3

/SwinIR

/textual_inversion

- One click install and run script (but you still must install python and git)

- Outpainting

- Inpainting

- Prompt

- Stable Diffusion upscale

- Prompt Matrix

- Stable Diffusion Upscale

- Attention, specify parts of text that the model should pay more attention to

    - a man in a ((txuedo)) - will pay more attentinoto tuxedo

    - a man in a (txuedo:1.21) - alternative syntax

- Loopback, run img2img procvessing multiple times

    - a man in a ((tuxedo)) - will pay more attention to tuxedo

    - a man in a (tuxedo:1.21) - alternative syntax

- Loopback, run img2img processing multiple times

- X/Y plot, a way to draw a 2 dimensional plot of images with different parameters

- Textual Inversion

    - have as many embeddings as you want and use any names you like for them

- Correct seeds for batches 

- Prompt length validation

     - get length of prompt in tokens as you type

     - get a warning after geenration if some text was truncated

     - get a warning after generation if some text was truncated

- Generation parameters

     - parameters you used to generate images are saved with that image

     - in PNG chunks for PNG, in EXIF for JPEG

     - can drag the image to PNG info tab to restore generation parameters and automatically copy them into UI

     - can be disabled in settings

- Settings page

- Running arbitrary python code from UI (must run with commandline flag to enable)

- Running arbitrary python code from UI (must run with --allow-code to enable)

- Mouseover hints for most UI elements

- Possible to change defaults/mix/max/step values for UI elements via text config

- Random artist button

- LDSR - https://github.com/Hafiidz/latent-diffusion

- Ideas for optimizations - https://github.com/basujindal/stable-diffusion

- Doggettx - Cross Attention layer optimization - https://github.com/Doggettx/stable-diffusion, original idea for prompt editing.

- Rinon Gal - Textual Inversion - https://github.com/rinongal/textual_inversion (we're not using his code, but we are using his ideas).

- Idea for SD upscale - https://github.com/jquesnelle/txt2imghd

- Noise generation for outpainting mk2 - https://github.com/parlance-zz/g-diffuser-bot

- CLIP interrogator idea and borrowing some code - https://github.com/pharmapsychotic/clip-interrogator

onUiUpdate(function(){

    check_progressbar('txt2img', 'txt2img_progressbar', 'txt2img_progress_span', 'txt2img_interrupt', 'txt2img_preview', 'txt2img_gallery')

    check_progressbar('img2img', 'img2img_progressbar', 'img2img_progress_span', 'img2img_interrupt', 'img2img_preview', 'img2img_gallery')

    check_progressbar('ti', 'ti_progressbar', 'ti_progress_span', 'ti_interrupt', 'ti_preview', 'ti_gallery')

})

function requestMoreProgress(id_part, id_progressbar_span, id_interrupt){

function start_training_textual_inversion(){

    requestProgress('ti')

    gradioApp().querySelector('#ti_error').innerHTML=''

    return args_to_array(arguments)

}

let wait_time = 800

let token_timeout;

function update_txt2img_tokens(...args) {

	update_token_counter("txt2img_token_button")

	if (args.length == 2)

		return args[0]

	return args;

}

function update_img2img_tokens(...args) {

	update_token_counter("img2img_token_button")

	if (args.length == 2)

		return args[0]

	return args;

}

function update_token_counter(button_id) {

	if (token_timeout)

		clearTimeout(token_timeout);

	token_timeout = setTimeout(() => gradioApp().getElementById(button_id)?.click(), wait_time);

}

function submit_prompt(event, generate_button_id) {

    if (event.altKey && event.keyCode === 13) {

        event.preventDefault();

    }

}

function update_token_counter(button_id) {

	if (token_timeout)

		clearTimeout(token_timeout);

	token_timeout = setTimeout(() => gradioApp().getElementById(button_id)?.click(), wait_time);

function restart_reload(){

    document.body.innerHTML='<h1 style="font-family:monospace;margin-top:20%;color:lightgray;text-align:center;">Reloading...</h1>';

    setTimeout(function(){location.reload()},2000)

}