From 9ff507d93aba61c16b0d6f55c2e3288a4633b19c Mon Sep 17 00:00:00 2001 From: Vladimir Mandic Date: Sun, 28 Apr 2024 20:25:33 -0400 Subject: [PATCH] add todo token downsampling and simplify tomes --- CHANGELOG.md | 32 +- TODO.md | 2 - html/sdnext-robot-2k.jpg | Bin 0 -> 361520 bytes javascript/extraNetworks.js | 1 - modules/face/faceid.py | 8 +- modules/generation_parameters_copypaste.py | 6 +- modules/processing.py | 13 +- modules/processing_class.py | 9 - modules/processing_info.py | 6 +- modules/processing_original.py | 6 +- modules/sd_models.py | 75 +++- modules/shared.py | 6 +- modules/todo/__init__.py | 42 +++ modules/todo/todo_merge.py | 382 +++++++++++++++++++++ modules/todo/todo_utils.py | 77 +++++ scripts/xyz_grid.py | 16 +- 16 files changed, 604 insertions(+), 77 deletions(-) create mode 100644 html/sdnext-robot-2k.jpg create mode 100644 modules/todo/__init__.py create mode 100644 modules/todo/todo_merge.py create mode 100644 modules/todo/todo_utils.py diff --git a/CHANGELOG.md b/CHANGELOG.md index 435f7559b..9f94ba4f6 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -26,24 +26,28 @@ it is time to give credit to original [author](https://github.com/auTOMATIC1111) - **PWA** [SD.Next](https://github.com/vladmandic/automatic) now also includes valid manifest making it installable as PWA - **Gallery - **Gallery**: list, preview, search through all your images and videos! - implemented as infinite-scroll with client-side-caching and lazy-loading while being fully async and non-blocking - search or sort by path, name, size, width, height, mtime or any image metadata item, also with extended syntax like *width > 1000* - *settings*: optional additional user-defined folders, thumbnails in fixed or variable aspect-ratio + Implemented as infinite-scroll with client-side-caching and lazy-loading while being fully async and non-blocking + Search or sort by path, name, size, width, height, mtime or any image metadata item, also with extended syntax like *width > 1000* + *Settings*: optional additional user-defined folders, thumbnails in fixed or variable aspect-ratio - [HiDiffusion](https://github.com/megvii-research/HiDiffusion): - generate high-resolution images using your standard models without duplicates/distorsions AND improved performance - for example, *SD15* can now go up to *2024x2048* and *SDXL* up to *4k* natively - simply enable checkbox in advanced menu and set desired resolution - additional settings are available in *settings -> inference settings -> hidiffusion* - and can also be set and used via *xyz grid* + Generate high-resolution images using your standard models without duplicates/distorsions AND improved performance + For example, *SD15* can now go up to *2024x2048* and *SDXL* up to *4k* natively + Simply enable checkbox in advanced menu and set desired resolution + Additional settings are available in *settings -> inference settings -> hidiffusion* + And can also be set and used via *xyz grid* - **IP Adapter Masking**: - powerful method of using masking with ip-adapters - when combined with multiple ip-adapters, it allows for different inputs guidance for each segment of the input image - *hint*: to create masks, you can use manually created masks or control->mask module with auto-segment to create masks and later upload them + Powerful method of using masking with ip-adapters + When combined with multiple ip-adapters, it allows for different inputs guidance for each segment of the input image + *Hint*: to create masks, you can use manually created masks or control->mask module with auto-segment to create masks and later upload them - **IP Adapter advanced layer configuration**: - allows for more control over how each layer of ip-adapter is applied, requires a valid dict to be passed as input - see [InstantStyle](https://github.com/InstantStyle/InstantStyle) for details + Allows for more control over how each layer of ip-adapter is applied, requires a valid dict to be passed as input + See [InstantStyle](https://github.com/InstantStyle/InstantStyle) for details - **OneDiff**: new optimization/compile engine, thanks @aifartist - as with all other compile engines, enable via *settings -> compute settings -> compile* + As with all other compile engines, enable via *settings -> compute settings -> compile* + - [ToDo](https://arxiv.org/html/2402.13573v2) Token Downsampling for Efficient Generation of High-Resolution Images + Newer alternative method to [ToMe](https://github.com/dbolya/tomesd) that can provide speed-up with minimal quality loss + Enable in *settings -> inference settings -> token merging* + Also available in XYZ grid - **UI**: - Faster **UI** load times - Theme types: diff --git a/TODO.md b/TODO.md index dea5988e1..8750330b9 100644 --- a/TODO.md +++ b/TODO.md @@ -12,8 +12,6 @@ Main ToDo list can be found at [GitHub projects](https://github.com/users/vladma - stable diffusion 3.0 - powerpaint: -- hyper-sd: - ### Features diff --git a/html/sdnext-robot-2k.jpg 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shared.opts.cuda_compile_backend == 'none': + sd_models.apply_token_merging(p.sd_model) sd_hijack_freeu.apply_freeu(p, shared.backend == shared.Backend.ORIGINAL) script_callbacks.before_process_callback(p) @@ -236,8 +236,8 @@ def face_id( finally: if faceid_model is not None and original_load_ip_adapter is not None: faceid_model.__class__.load_ip_adapter = original_load_ip_adapter - if not shared.opts.cuda_compile: - sd_models.apply_token_merging(p.sd_model, 0) + if shared.opts.cuda_compile_backend == 'none': + sd_models.remove_token_merging(p.sd_model) script_callbacks.after_process_callback(p) return processed_images diff --git a/modules/generation_parameters_copypaste.py b/modules/generation_parameters_copypaste.py index ecc603d7b..5688be7fd 100644 --- a/modules/generation_parameters_copypaste.py +++ b/modules/generation_parameters_copypaste.py @@ -284,10 +284,8 @@ infotext_to_setting_name_mapping = [ ('UniPC variant', 'uni_pc_variant'), # Token Merging ('Mask weight', 'inpainting_mask_weight'), - ('Token merging ratio', 'token_merging_ratio'), - ('ToMe', 'token_merging_ratio'), - ('ToMe hires', 'token_merging_ratio_hr'), - ('ToMe img2img', 'token_merging_ratio_img2img'), + ('ToMe', 'tome_ratio'), + ('ToDo', 'todo_ratio'), ] diff --git a/modules/processing.py b/modules/processing.py index 230e924c4..c35610fdb 100644 --- a/modules/processing.py +++ b/modules/processing.py @@ -75,8 +75,6 @@ class Processed: self.all_negative_prompts = all_negative_prompts or p.all_negative_prompts or [self.negative_prompt] self.all_seeds = all_seeds or p.all_seeds or [self.seed] self.all_subseeds = all_subseeds or p.all_subseeds or [self.subseed] - self.token_merging_ratio = p.token_merging_ratio - self.token_merging_ratio_hr = p.token_merging_ratio_hr self.infotexts = infotexts or [info] def js(self): @@ -114,9 +112,6 @@ class Processed: def infotext(self, p: StableDiffusionProcessing, index): return create_infotext(p, self.all_prompts, self.all_seeds, self.all_subseeds, comments=[], position_in_batch=index % self.batch_size, iteration=index // self.batch_size) - def get_token_merging_ratio(self, for_hr=False): - return self.token_merging_ratio_hr if for_hr else self.token_merging_ratio - def process_images(p: StableDiffusionProcessing) -> Processed: debug(f'Process images: {vars(p)}') @@ -161,8 +156,8 @@ def process_images(p: StableDiffusionProcessing) -> Processed: shared.prompt_styles.apply_styles_to_extra(p) shared.prompt_styles.extract_comments(p) - if not shared.opts.cuda_compile: - sd_models.apply_token_merging(p.sd_model, p.get_token_merging_ratio()) + if shared.opts.cuda_compile_backend == 'none': + sd_models.apply_token_merging(p.sd_model) sd_hijack_freeu.apply_freeu(p, shared.backend == shared.Backend.ORIGINAL) if p.width is not None: @@ -194,8 +189,8 @@ def process_images(p: StableDiffusionProcessing) -> Processed: processed = process_images_inner(p) finally: - if not shared.opts.cuda_compile: - sd_models.apply_token_merging(p.sd_model, 0) + if shared.opts.cuda_compile_backend == 'none': + sd_models.remove_token_merging(p.sd_model) script_callbacks.after_process_callback(p) diff --git a/modules/processing_class.py b/modules/processing_class.py index b88ec6f68..3033b8122 100644 --- a/modules/processing_class.py +++ b/modules/processing_class.py @@ -63,8 +63,6 @@ class StableDiffusionProcessing: self.override_settings_restore_afterwards = override_settings_restore_afterwards self.is_using_inpainting_conditioning = False # a111 compatibility self.disable_extra_networks = False - self.token_merging_ratio = 0 - self.token_merging_ratio_hr = 0 # self.scripts = scripts.ScriptRunner() # set via property # self.script_args = script_args or [] # set via property self.per_script_args = {} @@ -184,11 +182,6 @@ class StableDiffusionProcessing: def close(self): self.sampler = None # pylint: disable=attribute-defined-outside-init - def get_token_merging_ratio(self, for_hr=False): - if for_hr: - return self.token_merging_ratio_hr or shared.opts.token_merging_ratio_hr or self.token_merging_ratio or shared.opts.token_merging_ratio - return self.token_merging_ratio or shared.opts.token_merging_ratio - class StableDiffusionProcessingTxt2Img(StableDiffusionProcessing): @@ -449,8 +442,6 @@ class StableDiffusionProcessingImg2Img(StableDiffusionProcessing): from modules import processing_original return processing_original.sample_img2img(self, conditioning, unconditional_conditioning, seeds, subseeds, subseed_strength, prompts) - def get_token_merging_ratio(self, for_hr=False): - return self.token_merging_ratio or ("token_merging_ratio" in self.override_settings and shared.opts.token_merging_ratio) or shared.opts.token_merging_ratio_img2img or shared.opts.token_merging_ratio class StableDiffusionProcessingControl(StableDiffusionProcessingImg2Img): def __init__(self, **kwargs): diff --git a/modules/processing_info.py b/modules/processing_info.py index 218e1accd..5f60fb1a1 100644 --- a/modules/processing_info.py +++ b/modules/processing_info.py @@ -131,10 +131,8 @@ def create_infotext(p: StableDiffusionProcessing, all_prompts=None, all_seeds=No args['Sampler sigma noise'] = shared.opts.s_noise if shared.opts.s_noise != shared.opts.data_labels.get('s_noise').default else None args['Sampler sigma tmin'] = shared.opts.s_tmin if shared.opts.s_tmin != shared.opts.data_labels.get('s_tmin').default else None # tome - token_merging_ratio = p.get_token_merging_ratio() - token_merging_ratio_hr = p.get_token_merging_ratio(for_hr=True) if p.enable_hr else None - args['ToMe'] = token_merging_ratio if token_merging_ratio != 0 else None - args['ToMe hires'] = token_merging_ratio_hr if token_merging_ratio_hr != 0 else None + args['ToMe'] = shared.opts.tome_ratio if shared.opts.tome_ratio != 0 else None + args['ToDo'] = shared.opts.todo_ratio if shared.opts.todo_ratio != 0 else None args.update(p.extra_generation_params) params_text = ", ".join([k if k == v else f'{k}: {generation_parameters_copypaste.quote(v)}' for k, v in args.items() if v is not None]) diff --git a/modules/processing_original.py b/modules/processing_original.py index 6e6d2bafe..0f61cf41b 100644 --- a/modules/processing_original.py +++ b/modules/processing_original.py @@ -135,10 +135,10 @@ def sample_txt2img(p: processing.StableDiffusionProcessingTxt2Img, conditioning, p.sampler.initialize(p) samples = samples[:, :, p.truncate_y//2:samples.shape[2]-(p.truncate_y+1)//2, p.truncate_x//2:samples.shape[3]-(p.truncate_x+1)//2] noise = create_random_tensors(samples.shape[1:], seeds=seeds, subseeds=subseeds, subseed_strength=subseed_strength, p=p) - sd_models.apply_token_merging(p.sd_model, p.get_token_merging_ratio(for_hr=True)) + sd_models.apply_token_merging(p.sd_model) hypertile_set(p, hr=True) samples = p.sampler.sample_img2img(p, samples, noise, conditioning, unconditional_conditioning, steps=p.hr_second_pass_steps or p.steps, image_conditioning=image_conditioning) - sd_models.apply_token_merging(p.sd_model, p.get_token_merging_ratio()) + sd_models.apply_token_merging(p.sd_model) else: p.ops.append('upscale') x = None @@ -149,7 +149,7 @@ def sample_txt2img(p: processing.StableDiffusionProcessingTxt2Img, conditioning, return samples -def sample_img2img(p, conditioning, unconditional_conditioning, seeds, subseeds, subseed_strength, prompts): +def sample_img2img(p, conditioning, unconditional_conditioning, seeds, subseeds, subseed_strength, prompts): # pylint: disable=unused-argument hypertile_set(p) x = create_random_tensors([4, p.height // 8, p.width // 8], seeds=seeds, subseeds=subseeds, subseed_strength=p.subseed_strength, seed_resize_from_h=p.seed_resize_from_h, seed_resize_from_w=p.seed_resize_from_w, p=p) x *= p.initial_noise_multiplier diff --git a/modules/sd_models.py b/modules/sd_models.py index 060fe00ad..1e454c9cc 100644 --- a/modules/sd_models.py +++ b/modules/sd_models.py @@ -17,7 +17,6 @@ import torch import safetensors.torch import diffusers from omegaconf import OmegaConf -import tomesd from transformers import logging as transformers_logging from ldm.util import instantiate_from_config from modules import paths, shared, shared_items, shared_state, modelloader, devices, script_callbacks, sd_vae, sd_unet, errors, hashes, sd_models_config, sd_models_compile, sd_hijack_accelerate @@ -1581,31 +1580,75 @@ def unload_model_weights(op='model'): shared.log.debug(f'Unload weights {op}: {memory_stats()}') -def apply_token_merging(sd_model, token_merging_ratio=0): - current_token_merging_ratio = getattr(sd_model, 'applied_token_merged_ratio', 0) - if token_merging_ratio is None or current_token_merging_ratio is None or current_token_merging_ratio == token_merging_ratio: - return - try: - if current_token_merging_ratio > 0: - tomesd.remove_patch(sd_model) - except Exception: - pass - if token_merging_ratio > 0: +def apply_token_merging(sd_model): + current_tome = getattr(sd_model, 'applied_tome', 0) + current_todo = getattr(sd_model, 'applied_todo', 0) + + if shared.opts.token_merging_method == 'ToMe' and shared.opts.tome_ratio > 0: + if current_tome == shared.opts.tome_ratio: + return if shared.opts.hypertile_unet_enabled and not shared.cmd_opts.experimental: shared.log.warning('Token merging not supported with HyperTile for UNet') return try: + import tomesd tomesd.apply_patch( sd_model, - ratio=token_merging_ratio, - use_rand=False, # can cause issues with some samplers + ratio=shared.opts.tome_ratio, + use_rand=False, # can cause issues with some samplers merge_attn=True, merge_crossattn=False, merge_mlp=False ) - shared.log.info(f'Applying token merging: ratio={token_merging_ratio}') - sd_model.applied_token_merged_ratio = token_merging_ratio + shared.log.info(f'Applying ToMe: ratio={shared.opts.tome_ratio}') + sd_model.applied_tome = shared.opts.tome_ratio except Exception: shared.log.warning(f'Token merging not supported: pipeline={sd_model.__class__.__name__}') else: - sd_model.applied_token_merged_ratio = 0 + sd_model.applied_tome = 0 + + if shared.opts.token_merging_method == 'ToDo' and shared.opts.todo_ratio > 0: + if current_todo == shared.opts.todo_ratio: + return + if shared.opts.hypertile_unet_enabled and not shared.cmd_opts.experimental: + shared.log.warning('Token merging not supported with HyperTile for UNet') + return + try: + from modules.todo.todo_utils import patch_attention_proc + token_merge_args = { + "ratio": shared.opts.todo_ratio, + "merge_tokens": "keys/values", + "merge_method": "downsample", + "downsample_method": "nearest", + "downsample_factor": 2, + "timestep_threshold_switch": 0.0, + "timestep_threshold_stop": 0.0, + "downsample_factor_level_2": 1, + "ratio_level_2": 0.0, + } + patch_attention_proc(sd_model.unet, token_merge_args=token_merge_args) + shared.log.info(f'Applying ToDo: ratio={shared.opts.todo_ratio}') + sd_model.applied_todo = shared.opts.todo_ratio + except Exception: + shared.log.warning(f'Token merging not supported: pipeline={sd_model.__class__.__name__}') + else: + sd_model.applied_todo = 0 + + +def remove_token_merging(sd_model): + current_tome = getattr(sd_model, 'applied_tome', 0) + current_todo = getattr(sd_model, 'applied_todo', 0) + try: + if current_tome > 0: + import tomesd + tomesd.remove_patch(sd_model) + sd_model.applied_tome = 0 + except Exception: + pass + try: + if current_todo > 0: + from modules.todo.todo_utils import remove_patch + remove_patch(sd_model) + sd_model.applied_todo = 0 + except Exception: + pass diff --git a/modules/shared.py b/modules/shared.py index 62dedbfe9..06f5c6e41 100644 --- a/modules/shared.py +++ b/modules/shared.py @@ -468,9 +468,9 @@ options_templates.update(options_section(('cuda', "Compute Settings"), { options_templates.update(options_section(('advanced', "Inference Settings"), { "token_merging_sep": OptionInfo("

Token merging

", "", gr.HTML), - "token_merging_ratio": OptionInfo(0.0, "Token merging ratio for txt2img", gr.Slider, {"minimum": 0.0, "maximum": 0.9, "step": 0.1}), - "token_merging_ratio_img2img": OptionInfo(0.0, "Token merging ratio for img2img", gr.Slider, {"minimum": 0.0, "maximum": 0.9, "step": 0.1}), - "token_merging_ratio_hr": OptionInfo(0.0, "Token merging ratio for hires", gr.Slider, {"minimum": 0.0, "maximum": 0.9, "step": 0.1}), + "token_merging_method": OptionInfo("None", "Token merging method", gr.Radio, {"choices": ['None', 'ToMe', 'ToDo']}), + "tome_ratio": OptionInfo(0.0, "ToMe token merging ratio", gr.Slider, {"minimum": 0.0, "maximum": 1.0, "step": 0.05}), + "todo_ratio": OptionInfo(0.0, "ToDo token merging ratio", gr.Slider, {"minimum": 0.0, "maximum": 1.0, "step": 0.05}), "freeu_sep": OptionInfo("

FreeU

", "", gr.HTML), "freeu_enabled": OptionInfo(False, "FreeU"), diff --git a/modules/todo/__init__.py b/modules/todo/__init__.py new file mode 100644 index 000000000..0caaaac78 --- /dev/null +++ b/modules/todo/__init__.py @@ -0,0 +1,42 @@ +from modules.todo.todo_utils import patch_attention_proc + + +def apply_todo(model, p, method='todo'): + mp = p.height * p.width / 1024 / 1024 + + if mp < 1.0: # 512px + downsample_factor = 2 + ratio = 0.38 + downsample_factor_level_2 = 1 + ratio_level_2 = 0.0 + elif mp < 1.1: # 1024+ + downsample_factor = 2 + ratio = 0.75 + downsample_factor_level_2 = 1 + ratio_level_2 = 0.0 + elif mp < 2.3: + downsample_factor = 3 + ratio = 0.89 + downsample_factor_level_2 = 1 + ratio_level_2 = 0.0 + elif mp < 8: + downsample_factor = 4 + ratio = 0.9375 + downsample_factor_level_2 = 1 + ratio_level_2 = 0.0 + else: + return + merge_method = "downsample" if method == "todo" else "similarity" + merge_tokens = "keys/values" if method == "todo" else "all" + token_merge_args = { + "ratio": ratio, + "merge_tokens": merge_tokens, + "merge_method": merge_method, + "downsample_method": "nearest", + "downsample_factor": downsample_factor, + "timestep_threshold_switch": 0.0, + "timestep_threshold_stop": 0.0, + "downsample_factor_level_2": downsample_factor_level_2, + "ratio_level_2": ratio_level_2 + } + patch_attention_proc(model.unet, token_merge_args=token_merge_args) diff --git a/modules/todo/todo_merge.py b/modules/todo/todo_merge.py new file mode 100644 index 000000000..bfbff5621 --- /dev/null +++ b/modules/todo/todo_merge.py @@ -0,0 +1,382 @@ +from typing import Optional, Tuple, Callable +import math +import torch +import torch.nn.functional as F +from diffusers.models.attention_processor import Attention +from diffusers.utils import USE_PEFT_BACKEND +from diffusers.utils.import_utils import is_xformers_available + + +if is_xformers_available(): + import xformers + import xformers.ops + xformers_is_available = True +else: + xformers_is_available = False + + +if hasattr(F, "scaled_dot_product_attention"): + torch2_is_available = True +else: + torch2_is_available = False + + +def init_generator(device: torch.device, fallback: torch.Generator = None): + """ + Forks the current default random generator given device. + """ + print(f"init_generator device = {device}") + if device.type == "cpu": + return torch.Generator(device="cpu").set_state(torch.get_rng_state()) + elif device.type == "cuda": + return torch.Generator(device=device).set_state(torch.cuda.get_rng_state()) + elif device.type == "cuda": + return torch.Generator(device=device).set_state(torch.mps.get_rng_state()) + else: + if fallback is None: + return init_generator(torch.device("cpu")) + else: + return fallback + + +def do_nothing(x: torch.Tensor, mode: str = None): # pylint: disable=unused-argument + return x + + +def mps_gather_workaround(input, dim, index): # pylint: disable=redefined-builtin + if input.shape[-1] == 1: + return torch.gather( + input.unsqueeze(-1), + dim - 1 if dim < 0 else dim, + index.unsqueeze(-1) + ).squeeze(-1) + else: + return torch.gather(input, dim, index) + + +def up_or_downsample(item, cur_w, cur_h, new_w, new_h, method): + batch_size = item.shape[0] + + item = item.reshape(batch_size, cur_h, cur_w, -1) + item = item.permute(0, 3, 1, 2) + df = cur_h // new_h + if method in "max_pool": + item = F.max_pool2d(item, kernel_size=df, stride=df, padding=0) + elif method in "avg_pool": + item = F.avg_pool2d(item, kernel_size=df, stride=df, padding=0) + else: + item = F.interpolate(item, size=(new_h, new_w), mode=method) + item = item.permute(0, 2, 3, 1) + item = item.reshape(batch_size, new_h * new_w, -1) + + return item + + +def compute_merge(x: torch.Tensor, tome_info): + original_h, original_w = tome_info["size"] + original_tokens = original_h * original_w + downsample = int(math.ceil(math.sqrt(original_tokens // x.shape[1]))) + dim = x.shape[-1] + if dim == 320: + cur_level = "level_1" + downsample_factor = tome_info['args']['downsample_factor'] + ratio = tome_info['args']['ratio'] + elif dim == 640: + cur_level = "level_2" + downsample_factor = tome_info['args']['downsample_factor_level_2'] + ratio = tome_info['args']['ratio_level_2'] + else: + cur_level = "other" + downsample_factor = 1 + ratio = 0.0 + + args = tome_info["args"] + + cur_h, cur_w = original_h // downsample, original_w // downsample + new_h, new_w = cur_h // downsample_factor, cur_w // downsample_factor + + if tome_info['timestep'] / 1000 > tome_info['args']['timestep_threshold_switch']: + merge_method = args["merge_method"] + else: + merge_method = args["secondary_merge_method"] + + if cur_level != "other" and tome_info['timestep'] / 1000 > tome_info['args']['timestep_threshold_stop']: + if merge_method == "downsample" and downsample_factor > 1: + m = lambda x: up_or_downsample(x, cur_w, cur_h, new_w, new_h, args["downsample_method"]) # pylint: disable=unnecessary-lambda-assignment + u = lambda x: up_or_downsample(x, new_w, new_h, cur_w, cur_h, args["downsample_method"]) # pylint: disable=unnecessary-lambda-assignment + elif merge_method == "similarity" and ratio > 0.0: + w = int(math.ceil(original_w / downsample)) + h = int(math.ceil(original_h / downsample)) + r = int(x.shape[1] * ratio) + + # Re-init the generator if it hasn't already been initialized or device has changed. + if args["generator"] is None: + args["generator"] = init_generator(x.device) + elif args["generator"].device != x.device: + args["generator"] = init_generator(x.device, fallback=args["generator"]) + + # If the batch size is odd, then it's not possible for prompted and unprompted images to be in the same + # batch, which causes artifacts with use_rand, so force it to be off. + use_rand = False if x.shape[0] % 2 == 1 else args["use_rand"] + m, u = bipartite_soft_matching_random2d(x, w, h, args["sx"], args["sy"], r, + no_rand=not use_rand, generator=args["generator"]) + else: + m, u = (do_nothing, do_nothing) + else: + m, u = (do_nothing, do_nothing) + + merge_fn, unmerge_fn = (m, u) + + return merge_fn, unmerge_fn + + +def bipartite_soft_matching_random2d(metric: torch.Tensor, + w: int, + h: int, + sx: int, + sy: int, + r: int, + no_rand: bool = False, + generator: torch.Generator = None) -> Tuple[Callable, Callable]: + """ + Partitions the tokens into src and dst and merges r tokens from src to dst. + Dst tokens are partitioned by choosing one randomy in each (sx, sy) region. + + Args: + - metric [B, N, C]: metric to use for similarity + - w: image width in tokens + - h: image height in tokens + - sx: stride in the x dimension for dst, must divide w + - sy: stride in the y dimension for dst, must divide h + - r: number of tokens to remove (by merging) + - no_rand: if true, disable randomness (use top left corner only) + - rand_seed: if no_rand is false, and if not None, sets random seed. + """ + B, N, _ = metric.shape + + if r <= 0: + return do_nothing, do_nothing + + with torch.no_grad(): + hsy, wsx = h // sy, w // sx + + # For each sy by sx kernel, randomly assign one token to be dst and the rest src + if no_rand: + rand_idx = torch.zeros(hsy, wsx, 1, device=metric.device, dtype=torch.int64) + else: + rand_idx = torch.randint(sy * sx, size=(hsy, wsx, 1), device=generator.device, generator=generator).to( + metric.device) + + # The image might not divide sx and sy, so we need to work on a view of the top left if the idx buffer instead + idx_buffer_view = torch.zeros(hsy, wsx, sy * sx, device=metric.device, dtype=torch.int64) + idx_buffer_view.scatter_(dim=2, index=rand_idx, src=-torch.ones_like(rand_idx, dtype=rand_idx.dtype)) + idx_buffer_view = idx_buffer_view.view(hsy, wsx, sy, sx).transpose(1, 2).reshape(hsy * sy, wsx * sx) + + # Image is not divisible by sx or sy so we need to move it into a new buffer + if (hsy * sy) < h or (wsx * sx) < w: + idx_buffer = torch.zeros(h, w, device=metric.device, dtype=torch.int64) + idx_buffer[:(hsy * sy), :(wsx * sx)] = idx_buffer_view + else: + idx_buffer = idx_buffer_view + + # We set dst tokens to be -1 and src to be 0, so an argsort gives us dst|src indices + rand_idx = idx_buffer.reshape(1, -1, 1).argsort(dim=1) + + # We're finished with these + del idx_buffer, idx_buffer_view + + # rand_idx is currently dst|src, so split them + num_dst = hsy * wsx + a_idx = rand_idx[:, num_dst:, :] # src + b_idx = rand_idx[:, :num_dst, :] # dst + + def split(x): + C = x.shape[-1] + src = torch.gather(x, dim=1, index=a_idx.expand(B, N - num_dst, C)) + dst = torch.gather(x, dim=1, index=b_idx.expand(B, num_dst, C)) + return src, dst + + # Cosine similarity between A and B + metric = metric / metric.norm(dim=-1, keepdim=True) + a, b = split(metric) + scores = a @ b.transpose(-1, -2) + + # Can't reduce more than the # tokens in src + r = min(a.shape[1], r) + + # Find the most similar greedily + node_max, node_idx = scores.max(dim=-1) + edge_idx = node_max.argsort(dim=-1, descending=True)[..., None] + + unm_idx = edge_idx[..., r:, :] # Unmerged Tokens + src_idx = edge_idx[..., :r, :] # Merged Tokens + dst_idx = torch.gather(node_idx[..., None], dim=-2, index=src_idx) + + def merge(x: torch.Tensor, mode="mean") -> torch.Tensor: + src, dst = split(x) + n, t1, c = src.shape + + unm = torch.gather(src, dim=-2, index=unm_idx.expand(n, t1 - r, c)) + src = torch.gather(src, dim=-2, index=src_idx.expand(n, r, c)) + dst = dst.scatter_reduce(-2, dst_idx.expand(n, r, c), src, reduce=mode) + + return torch.cat([unm, dst], dim=1) + + def unmerge(x: torch.Tensor) -> torch.Tensor: + unm_len = unm_idx.shape[1] + unm, dst = x[..., :unm_len, :], x[..., unm_len:, :] + _, _, c = unm.shape + + src = torch.gather(dst, dim=-2, index=dst_idx.expand(B, r, c)) + + # Combine back to the original shape + out = torch.zeros(B, N, c, device=x.device, dtype=x.dtype) + out.scatter_(dim=-2, index=b_idx.expand(B, num_dst, c), src=dst) + out.scatter_(dim=-2, + index=torch.gather(a_idx.expand(B, a_idx.shape[1], 1), dim=1, index=unm_idx).expand(B, unm_len, c), + src=unm) + out.scatter_(dim=-2, + index=torch.gather(a_idx.expand(B, a_idx.shape[1], 1), dim=1, index=src_idx).expand(B, r, c), + src=src) + + return out + + return merge, unmerge + + +class TokenMergeAttentionProcessor: + def __init__(self): + # priortize torch2's flash attention, if not fall back to xformers then regular attention + if torch2_is_available: + self.attn_method = "torch2" + elif xformers_is_available: + self.attn_method = "xformers" + else: + self.attn_method = "regular" + + def torch2_attention(self, attn, query, key, value, attention_mask, batch_size): + inner_dim=key.shape[-1] + head_dim = inner_dim // attn.heads + + query = query.view(batch_size, -1, attn.heads, head_dim).transpose(1, 2) + key = key.view(batch_size, -1, attn.heads, head_dim).transpose(1, 2) + value = value.view(batch_size, -1, attn.heads, head_dim).transpose(1, 2) + + hidden_states = F.scaled_dot_product_attention( + query, key, value, attn_mask=attention_mask, dropout_p=0.0, is_causal=False + ) + + hidden_states = hidden_states.transpose(1, 2).reshape(batch_size, -1, attn.heads * head_dim) + + return hidden_states + + def xformers_attention(self, attn, query, key, value, attention_mask, batch_size): + query = attn.head_to_batch_dim(query).contiguous() + key = attn.head_to_batch_dim(key).contiguous() + value = attn.head_to_batch_dim(value).contiguous() + + if attention_mask is not None: + attention_mask = attention_mask.reshape(batch_size * attn.heads, -1, attention_mask.shape[-1]) + + hidden_states = xformers.ops.memory_efficient_attention( + query, key, value, attn_bias=attention_mask, scale=attn.scale + ) + + hidden_states = attn.batch_to_head_dim(hidden_states) + + return hidden_states + + + def regular_attention(self, attn, query, key, value, attention_mask, batch_size): + query = attn.head_to_batch_dim(query) + key = attn.head_to_batch_dim(key) + value = attn.head_to_batch_dim(value) + + if attention_mask is not None: + attention_mask = attention_mask.reshape(batch_size * attn.heads, -1, attention_mask.shape[-1]) + + attention_probs = attn.get_attention_scores(query, key, attention_mask) + hidden_states = torch.bmm(attention_probs, value) + hidden_states = attn.batch_to_head_dim(hidden_states) + + return hidden_states + + + def __call__( + self, + attn: Attention, + hidden_states: torch.FloatTensor, + encoder_hidden_states: Optional[torch.FloatTensor] = None, + attention_mask: Optional[torch.FloatTensor] = None, + temb: Optional[torch.FloatTensor] = None, + scale: float = 1.0, + ) -> torch.FloatTensor: + residual = hidden_states + if attn.spatial_norm is not None: + hidden_states = attn.spatial_norm(hidden_states, temb) + + input_ndim = hidden_states.ndim + + if input_ndim == 4: + batch_size, channel, height, width = hidden_states.shape + hidden_states = hidden_states.view(batch_size, channel, height * width).transpose(1, 2) + + batch_size, sequence_length, _ = ( + hidden_states.shape if encoder_hidden_states is None else encoder_hidden_states.shape + ) + + if attention_mask is not None: + attention_mask = attn.prepare_attention_mask(attention_mask, sequence_length, batch_size) + # scaled_dot_product_attention expects attention_mask shape to be + # (batch, heads, source_length, target_length) + attention_mask = attention_mask.view(batch_size, attn.heads, -1, attention_mask.shape[-1]) + + if attn.group_norm is not None: + hidden_states = attn.group_norm(hidden_states.transpose(1, 2)).transpose(1, 2) + + args = () if USE_PEFT_BACKEND else (scale,) + + if self._tome_info['args']['merge_tokens'] == "all": # pylint: disable=no-member + merge_fn, unmerge_fn = compute_merge(hidden_states, self._tome_info) # pylint: disable=no-member + hidden_states = merge_fn(hidden_states) + + query = attn.to_q(hidden_states, *args) + + if encoder_hidden_states is None: + encoder_hidden_states = hidden_states + elif attn.norm_cross: + encoder_hidden_states = attn.norm_encoder_hidden_states(encoder_hidden_states) + + if self._tome_info['args']['merge_tokens'] == "keys/values": # pylint: disable=no-member + merge_fn, _ = compute_merge(encoder_hidden_states, self._tome_info) # pylint: disable=no-member + encoder_hidden_states = merge_fn(encoder_hidden_states) + + key = attn.to_k(encoder_hidden_states, *args) + value = attn.to_v(encoder_hidden_states, *args) + + if self.attn_method == "torch2": + hidden_states = self.torch2_attention(attn, query, key, value, attention_mask, batch_size) + elif self.attn_method == "xformers": + hidden_states = self.xformers_attention(attn, query, key, value, attention_mask, batch_size) + else: + hidden_states = self.regular_attention(attn, query, key, value, attention_mask, batch_size) + + hidden_states = hidden_states.to(query.dtype) + + # linear proj + hidden_states = attn.to_out[0](hidden_states, *args) + # dropout + hidden_states = attn.to_out[1](hidden_states) + + if self._tome_info['args']['merge_tokens'] == "all": # pylint: disable=no-member + hidden_states = unmerge_fn(hidden_states) + + if input_ndim == 4: + hidden_states = hidden_states.transpose(-1, -2).reshape(batch_size, channel, height, width) + + if attn.residual_connection: + hidden_states = hidden_states + residual + + hidden_states = hidden_states / attn.rescale_output_factor + + return hidden_states diff --git a/modules/todo/todo_utils.py b/modules/todo/todo_utils.py new file mode 100644 index 000000000..34a24bb82 --- /dev/null +++ b/modules/todo/todo_utils.py @@ -0,0 +1,77 @@ +import torch +import torch.nn.functional as F +from diffusers.utils.import_utils import is_xformers_available +from diffusers.models.attention_processor import AttnProcessor2_0, AttnProcessor +from modules.todo.todo_merge import TokenMergeAttentionProcessor + + +xformers_is_available = is_xformers_available() +torch2_is_available = hasattr(F, "scaled_dot_product_attention") + + +def hook_tome_model(model: torch.nn.Module): + """ Adds a forward pre hook to get the image size. This hook can be removed with remove_patch. """ + + def hook(module, args): + module._tome_info["size"] = (args[0].shape[2], args[0].shape[3]) # pylint: disable=protected-access + module._tome_info["timestep"] = args[1].item() # pylint: disable=protected-access + return None + + model._tome_info["hooks"].append(model.register_forward_pre_hook(hook)) # pylint: disable=protected-access + +def remove_tome_patch(pipe: torch.nn.Module): + """ Removes a patch from a ToMe Diffusion module if it was already patched. """ + + if hasattr(pipe.unet, "_tome_info"): + del pipe.unet._tome_info + + for _n, m in pipe.unet.named_modules(): + if hasattr(m, "processor"): + m.processor = AttnProcessor2_0() + +def patch_attention_proc(unet, token_merge_args={}): + unet._tome_info = { # pylint: disable=protected-access + "size": None, + "timestep": None, + "hooks": [], + "args": { + "ratio": token_merge_args.get("ratio", 0.5), # ratio of tokens to merge + "sx": token_merge_args.get("sx", 2), # stride x for sim calculation + "sy": token_merge_args.get("sy", 2), # stride y for sim calculation + "use_rand": token_merge_args.get("use_rand", True), + "generator": None, + "merge_tokens": token_merge_args.get("merge_tokens", "keys/values"), # ["all", "keys/values"] + "merge_method": token_merge_args.get("merge_method", "downsample"), # ["none","similarity", "downsample"] + "downsample_method": token_merge_args.get("downsample_method", "nearest-exact"), # native torch interpolation methods ["nearest", "linear", "bilinear", "bicubic", "nearest-exact"] + "downsample_factor": token_merge_args.get("downsample_factor", 2), # amount to downsample by + "timestep_threshold_switch": token_merge_args.get("timestep_threshold_switch", 0.2), # timestep to switch to secondary method, 0.2 means 20% steps remaining + "timestep_threshold_stop": token_merge_args.get("timestep_threshold_stop", 0.0), # timestep to stop merging, 0.0 means stop at 0 steps remaining + "secondary_merge_method": token_merge_args.get("secondary_merge_method", "similarity"), # ["none", "similarity", "downsample"] + "downsample_factor_level_2": token_merge_args.get("downsample_factor_level_2", 1), # amount to downsample by at the 2nd down block of unet + "ratio_level_2": token_merge_args.get("ratio_level_2", 0.5), # ratio of tokens to merge at the 2nd down block of unet + } + } + hook_tome_model(unet) + attn_modules = [module for name, module in unet.named_modules() if module.__class__.__name__ == 'BasicTransformerBlock'] + + for _i, module in enumerate(attn_modules): + module.attn1.processor = TokenMergeAttentionProcessor() + module.attn1.processor._tome_info = unet._tome_info # pylint: disable=protected-access + + +def remove_patch(pipe: torch.nn.Module): + """ Removes a patch from a ToMe Diffusion module if it was already patched. """ + + # this will remove our custom class + if torch2_is_available: + for _n, m in pipe.unet.named_modules(): + if hasattr(m, "processor"): + m.processor = AttnProcessor2_0() + + elif xformers_is_available: + pipe.enable_xformers_memory_efficient_attention() + + else: + for _n, m in pipe.unet.named_modules(): + if hasattr(m, "processor"): + m.processor = AttnProcessor() diff --git a/scripts/xyz_grid.py b/scripts/xyz_grid.py index ad63d73d5..444a6406c 100644 --- a/scripts/xyz_grid.py +++ b/scripts/xyz_grid.py @@ -267,8 +267,8 @@ axis_options = [ AxisOption("[HDR] Maximize boundary", float, apply_field("hdr_max_boundry")), AxisOption("[HDR] Tint Color Hex", str, apply_field("hdr_color_picker")), AxisOption("[HDR] Tint Ratio", float, apply_field("hdr_tint_ratio")), - AxisOption("[ToMe] Token merging ratio (txt2img)", float, apply_override('token_merging_ratio')), - AxisOption("[ToMe] Token merging ratio (hires)", float, apply_override('token_merging_ratio_hr')), + AxisOption("[Token Merging] ToMe ratio", float, apply_setting('tome_ratio')), + AxisOption("[Token Merging] ToDo ratio", float, apply_setting('todo_ratio')), AxisOption("[FreeU] 1st stage backbone factor", float, apply_setting('freeu_b1')), AxisOption("[FreeU] 2nd stage backbone factor", float, apply_setting('freeu_b2')), AxisOption("[FreeU] 1st stage skip factor", float, apply_setting('freeu_s1')), @@ -388,8 +388,8 @@ def draw_xyz_grid(p, xs, ys, zs, x_labels, y_labels, z_labels, cell, draw_legend class SharedSettingsStackHelper(object): vae = None schedulers_solver_order = None - token_merging_ratio_hr = None - token_merging_ratio = None + tome_ratio = None + todo_ratio = None sd_model_checkpoint = None sd_model_dict = None sd_vae_checkpoint = None @@ -398,8 +398,8 @@ class SharedSettingsStackHelper(object): #Save overridden settings so they can be restored later. self.vae = shared.opts.sd_vae self.schedulers_solver_order = shared.opts.schedulers_solver_order - self.token_merging_ratio_hr = shared.opts.token_merging_ratio_hr - self.token_merging_ratio = shared.opts.token_merging_ratio + self.tome_ratio = shared.opts.tome_ratio + self.todo_ratio = shared.opts.todo_ratio self.sd_model_checkpoint = shared.opts.sd_model_checkpoint self.sd_model_dict = shared.opts.sd_model_dict self.sd_vae_checkpoint = shared.opts.sd_vae @@ -408,8 +408,8 @@ class SharedSettingsStackHelper(object): #Restore overriden settings after plot generation. shared.opts.data["sd_vae"] = self.vae shared.opts.data["schedulers_solver_order"] = self.schedulers_solver_order - shared.opts.data["token_merging_ratio_hr"] = self.token_merging_ratio_hr - shared.opts.data["token_merging_ratio"] = self.token_merging_ratio + shared.opts.data["tome_ratio"] = self.tome_ratio + shared.opts.data["todo_ratio"] = self.todo_ratio if self.sd_model_dict != shared.opts.sd_model_dict: shared.opts.data["sd_model_dict"] = self.sd_model_dict if self.sd_model_checkpoint != shared.opts.sd_model_checkpoint: