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zSPO+O^Q@~nNG%w0QGpSWsxX;kj1K}Lfx$$qh-}QsTu;c{ES)aTMo_34042DbJ)Ql# zWgbR3@j5$~NfVzj45~^l5geNaL={WTt;wmVXMms~`b4>;Y#>05Sn_Ho*hQS5Cz_!c zC#B?^YR<(2k%8GD1#`2JWVfdSj7*8ypfFW9Doz&7C>=TD4_1>`R zEzc@U1sF4_B=;E;SXB&AGM7?!P|j&f3O(_Fnx(QV%41p$U{PXWAtQD$Fs14;CQVOI zJ>Sw{)!9ZdN2CQ4F*#F70)?4jn(}ZcM|5eno2y(Yc2vn~Dt3#d^&=)&N!u^xtHO+! z3niPvOpTdi3gIdlLBV7yAck{BYAOkv6C9DMX_mrlYR0CTXdvZ5E9cXb5)viReEb`8 zF5wYXhMIzyO&KO6O61hR8Ak Date: Tue, 31 Jan 2023 11:50:58 -0500 Subject: [PATCH 03/14] Made logging the same as save --- .../textual_inversion/textual_inversion.py | 86 ++++++++++--------- 1 file changed, 44 insertions(+), 42 deletions(-) diff --git a/examples/textual_inversion/textual_inversion.py b/examples/textual_inversion/textual_inversion.py index 1c4bd235e6c3..1e898beb23fe 100644 --- a/examples/textual_inversion/textual_inversion.py +++ b/examples/textual_inversion/textual_inversion.py @@ -54,7 +54,7 @@ from tqdm.auto import tqdm from transformers import CLIPTextModel, CLIPTokenizer - +wandb=None if version.parse(version.parse(PIL.__version__).base_version) >= version.parse("9.1.0"): PIL_INTERPOLATION = { "linear": PIL.Image.Resampling.BILINEAR, @@ -86,6 +86,44 @@ def save_progress(text_encoder, placeholder_token_id, accelerator, args, save_pa learned_embeds_dict = {args.placeholder_token: learned_embeds.detach().cpu()} torch.save(learned_embeds_dict, save_path) +def log_images(args, accelerator, text_encoder, global_step): + logger.info( + f"Running validation... \n Generating {args.num_validation_images} images with prompt:" + f" {args.validation_prompt}." + ) + # create pipeline (note: unet and vae are loaded again in float32) + pipeline = DiffusionPipeline.from_pretrained( + args.pretrained_model_name_or_path, + text_encoder=accelerator.unwrap_model(text_encoder), + revision=args.revision, + ) + pipeline.scheduler = DPMSolverMultistepScheduler.from_config(pipeline.scheduler.config) + pipeline = pipeline.to(accelerator.device) + pipeline.set_progress_bar_config(disable=True) + + # run inference + generator = ( + None if args.seed is None else torch.Generator(device=accelerator.device).manual_seed(args.seed) + ) + prompt = args.num_validation_images * [args.validation_prompt] + images = pipeline(prompt, num_inference_steps=25, generator=generator).images + + for tracker in accelerator.trackers: + if tracker.name == "tensorboard": + np_images = np.stack([np.asarray(img) for img in images]) + tracker.writer.add_images("validation", np_images, global_step, dataformats="NHWC") + if tracker.name == "wandb": + tracker.log( + { + "validation": [ + wandb.Image(image, caption=f"{i}: {args.validation_prompt}") + for i, image in enumerate(images) + ] + } + ) + + del pipeline + torch.cuda.empty_cache() def parse_args(): parser = argparse.ArgumentParser(description="Simple example of a training script.") @@ -270,11 +308,11 @@ def parse_args(): help="Number of images that should be generated during validation with `validation_prompt`.", ) parser.add_argument( - "--validation_epochs", + "--validation_steps", type=int, - default=50, + default=100, help=( - "Run validation every X epochs. Validation consists of running the prompt" + "Run validation every X steps. Validation consists of running the prompt" " `args.validation_prompt` multiple times: `args.num_validation_images`" " and logging the images." ), @@ -766,6 +804,8 @@ def main(): save_path = os.path.join(args.output_dir, f"checkpoint-{global_step}") accelerator.save_state(save_path) logger.info(f"Saved state to {save_path}") + if args.validation_prompt is not None and global_step % args.validation_steps == 0: + log_images(args, accelerator, text_encoder, global_step) logs = {"loss": loss.detach().item(), "lr": lr_scheduler.get_last_lr()[0]} progress_bar.set_postfix(**logs) @@ -774,44 +814,6 @@ def main(): if global_step >= args.max_train_steps: break - if args.validation_prompt is not None and epoch % args.validation_epochs == 0: - logger.info( - f"Running validation... \n Generating {args.num_validation_images} images with prompt:" - f" {args.validation_prompt}." - ) - # create pipeline (note: unet and vae are loaded again in float32) - pipeline = DiffusionPipeline.from_pretrained( - args.pretrained_model_name_or_path, - text_encoder=accelerator.unwrap_model(text_encoder), - revision=args.revision, - ) - pipeline.scheduler = DPMSolverMultistepScheduler.from_config(pipeline.scheduler.config) - pipeline = pipeline.to(accelerator.device) - pipeline.set_progress_bar_config(disable=True) - - # run inference - generator = ( - None if args.seed is None else torch.Generator(device=accelerator.device).manual_seed(args.seed) - ) - prompt = args.num_validation_images * [args.validation_prompt] - images = pipeline(prompt, num_inference_steps=25, generator=generator).images - - for tracker in accelerator.trackers: - if tracker.name == "tensorboard": - np_images = np.stack([np.asarray(img) for img in images]) - tracker.writer.add_images("validation", np_images, epoch, dataformats="NHWC") - if tracker.name == "wandb": - tracker.log( - { - "validation": [ - wandb.Image(image, caption=f"{i}: {args.validation_prompt}") - for i, image in enumerate(images) - ] - } - ) - - del pipeline - torch.cuda.empty_cache() # Create the pipeline using using the trained modules and save it. accelerator.wait_for_everyone() From fb4263651f17c73caaa9f7f19ec2e9b095891f10 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Tue, 31 Jan 2023 12:06:43 -0500 Subject: [PATCH 04/14] Removed logging function --- .../textual_inversion/textual_inversion.py | 76 +++++++++---------- 1 file changed, 34 insertions(+), 42 deletions(-) diff --git a/examples/textual_inversion/textual_inversion.py b/examples/textual_inversion/textual_inversion.py index 1e898beb23fe..951ac18cfcc3 100644 --- a/examples/textual_inversion/textual_inversion.py +++ b/examples/textual_inversion/textual_inversion.py @@ -54,7 +54,6 @@ from tqdm.auto import tqdm from transformers import CLIPTextModel, CLIPTokenizer -wandb=None if version.parse(version.parse(PIL.__version__).base_version) >= version.parse("9.1.0"): PIL_INTERPOLATION = { "linear": PIL.Image.Resampling.BILINEAR, @@ -86,45 +85,6 @@ def save_progress(text_encoder, placeholder_token_id, accelerator, args, save_pa learned_embeds_dict = {args.placeholder_token: learned_embeds.detach().cpu()} torch.save(learned_embeds_dict, save_path) -def log_images(args, accelerator, text_encoder, global_step): - logger.info( - f"Running validation... \n Generating {args.num_validation_images} images with prompt:" - f" {args.validation_prompt}." - ) - # create pipeline (note: unet and vae are loaded again in float32) - pipeline = DiffusionPipeline.from_pretrained( - args.pretrained_model_name_or_path, - text_encoder=accelerator.unwrap_model(text_encoder), - revision=args.revision, - ) - pipeline.scheduler = DPMSolverMultistepScheduler.from_config(pipeline.scheduler.config) - pipeline = pipeline.to(accelerator.device) - pipeline.set_progress_bar_config(disable=True) - - # run inference - generator = ( - None if args.seed is None else torch.Generator(device=accelerator.device).manual_seed(args.seed) - ) - prompt = args.num_validation_images * [args.validation_prompt] - images = pipeline(prompt, num_inference_steps=25, generator=generator).images - - for tracker in accelerator.trackers: - if tracker.name == "tensorboard": - np_images = np.stack([np.asarray(img) for img in images]) - tracker.writer.add_images("validation", np_images, global_step, dataformats="NHWC") - if tracker.name == "wandb": - tracker.log( - { - "validation": [ - wandb.Image(image, caption=f"{i}: {args.validation_prompt}") - for i, image in enumerate(images) - ] - } - ) - - del pipeline - torch.cuda.empty_cache() - def parse_args(): parser = argparse.ArgumentParser(description="Simple example of a training script.") parser.add_argument( @@ -805,7 +765,40 @@ def main(): accelerator.save_state(save_path) logger.info(f"Saved state to {save_path}") if args.validation_prompt is not None and global_step % args.validation_steps == 0: - log_images(args, accelerator, text_encoder, global_step) + logger.info( + f"Running validation... \n Generating {args.num_validation_images} images with prompt:" + f" {args.validation_prompt}." + ) + # create pipeline (note: unet and vae are loaded again in float32) + pipeline = DiffusionPipeline.from_pretrained( + args.pretrained_model_name_or_path, + text_encoder=accelerator.unwrap_model(text_encoder), + revision=args.revision, + ) + pipeline.scheduler = DPMSolverMultistepScheduler.from_config(pipeline.scheduler.config) + pipeline = pipeline.to(accelerator.device) + pipeline.set_progress_bar_config(disable=True) + + # run inference + generator = None if args.seed is None else torch.Generator(device=accelerator.device).manual_seed(args.seed) + prompt = args.num_validation_images * [args.validation_prompt] + images = pipeline(prompt, num_inference_steps=25, generator=generator).images + + for tracker in accelerator.trackers: + if tracker.name == "tensorboard": + np_images = np.stack([np.asarray(img) for img in images]) + tracker.writer.add_images("validation", np_images, global_step, dataformats="NHWC") + if tracker.name == "wandb": + tracker.log( + { + "validation": [ + wandb.Image(image, caption=f"{i}: {args.validation_prompt}") for i, image in enumerate(images) + ] + } + ) + + del pipeline + torch.cuda.empty_cache() logs = {"loss": loss.detach().item(), "lr": lr_scheduler.get_last_lr()[0]} progress_bar.set_postfix(**logs) @@ -814,7 +807,6 @@ def main(): if global_step >= args.max_train_steps: break - # Create the pipeline using using the trained modules and save it. accelerator.wait_for_everyone() if accelerator.is_main_process: From 561f6469123bee7af7ab01c1eb4d0b34456d78b6 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Tue, 31 Jan 2023 12:08:06 -0500 Subject: [PATCH 05/14] Quality fixes --- examples/textual_inversion/textual_inversion.py | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/examples/textual_inversion/textual_inversion.py b/examples/textual_inversion/textual_inversion.py index 951ac18cfcc3..d377d433c51a 100644 --- a/examples/textual_inversion/textual_inversion.py +++ b/examples/textual_inversion/textual_inversion.py @@ -54,6 +54,7 @@ from tqdm.auto import tqdm from transformers import CLIPTextModel, CLIPTokenizer + if version.parse(version.parse(PIL.__version__).base_version) >= version.parse("9.1.0"): PIL_INTERPOLATION = { "linear": PIL.Image.Resampling.BILINEAR, @@ -85,6 +86,7 @@ def save_progress(text_encoder, placeholder_token_id, accelerator, args, save_pa learned_embeds_dict = {args.placeholder_token: learned_embeds.detach().cpu()} torch.save(learned_embeds_dict, save_path) + def parse_args(): parser = argparse.ArgumentParser(description="Simple example of a training script.") parser.add_argument( @@ -780,7 +782,11 @@ def main(): pipeline.set_progress_bar_config(disable=True) # run inference - generator = None if args.seed is None else torch.Generator(device=accelerator.device).manual_seed(args.seed) + generator = ( + None + if args.seed is None + else torch.Generator(device=accelerator.device).manual_seed(args.seed) + ) prompt = args.num_validation_images * [args.validation_prompt] images = pipeline(prompt, num_inference_steps=25, generator=generator).images @@ -792,7 +798,8 @@ def main(): tracker.log( { "validation": [ - wandb.Image(image, caption=f"{i}: {args.validation_prompt}") for i, image in enumerate(images) + wandb.Image(image, caption=f"{i}: {args.validation_prompt}") + for i, image in enumerate(images) ] } ) From 8f060e0dae4b196dea251e50bdf2048943a996bb Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Wed, 8 Feb 2023 10:56:08 -0500 Subject: [PATCH 06/14] Quality fixes --- examples/textual_inversion/textual_inversion.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/examples/textual_inversion/textual_inversion.py b/examples/textual_inversion/textual_inversion.py index 16bba9ef8b95..3c5e52763e80 100644 --- a/examples/textual_inversion/textual_inversion.py +++ b/examples/textual_inversion/textual_inversion.py @@ -784,12 +784,16 @@ def main(): # run inference generator = ( - None if args.seed is None else torch.Generator(device=accelerator.device).manual_seed(args.seed) + None + if args.seed is None + else torch.Generator(device=accelerator.device).manual_seed(args.seed) ) images = [] for _ in range(args.num_validation_images): with torch.autocast("cuda"): - image = pipeline(args.validation_prompt, num_inference_steps=25, generator=generator).images[0] + image = pipeline( + args.validation_prompt, num_inference_steps=25, generator=generator + ).images[0] images.append(image) for tracker in accelerator.trackers: From c03a7f67cd3b1b30f45b606d1afa580d6fa86cef Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Wed, 8 Feb 2023 11:11:33 -0500 Subject: [PATCH 07/14] Tested --- examples/textual_inversion/textual_inversion.py | 1 - 1 file changed, 1 deletion(-) diff --git a/examples/textual_inversion/textual_inversion.py b/examples/textual_inversion/textual_inversion.py index 3c5e52763e80..adc0cdb5c286 100644 --- a/examples/textual_inversion/textual_inversion.py +++ b/examples/textual_inversion/textual_inversion.py @@ -663,7 +663,6 @@ def main(): logger.info(f" Total optimization steps = {args.max_train_steps}") global_step = 0 first_epoch = 0 - # Potentially load in the weights and states from a previous save if args.resume_from_checkpoint: if args.resume_from_checkpoint != "latest": From 78257c3106f8ba40129f157b2123f03ebd80c4dc Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Thu, 9 Feb 2023 11:28:16 -0500 Subject: [PATCH 08/14] Added support back for validation_epochs --- .../textual_inversion/textual_inversion.py | 123 ++++++++++-------- 1 file changed, 72 insertions(+), 51 deletions(-) diff --git a/examples/textual_inversion/textual_inversion.py b/examples/textual_inversion/textual_inversion.py index adc0cdb5c286..db8092f1685b 100644 --- a/examples/textual_inversion/textual_inversion.py +++ b/examples/textual_inversion/textual_inversion.py @@ -54,6 +54,8 @@ from diffusers.utils.import_utils import is_xformers_available +if is_wandb_available(): + import wandb if version.parse(version.parse(PIL.__version__).base_version) >= version.parse("9.1.0"): PIL_INTERPOLATION = { "linear": PIL.Image.Resampling.BILINEAR, @@ -79,6 +81,50 @@ logger = get_logger(__name__) +def log_progress(text_encoder, tokenizer, unet, vae, args, accelerator, weight_dtype, epoch): + logger.info( + f"Running validation... \n Generating {args.num_validation_images} images with prompt:" + f" {args.validation_prompt}." + ) + # create pipeline (note: unet and vae are loaded again in float32) + pipeline = DiffusionPipeline.from_pretrained( + args.pretrained_model_name_or_path, + text_encoder=accelerator.unwrap_model(text_encoder), + tokenizer=tokenizer, + unet=unet, + vae=vae, + revision=args.revision, + torch_dtype=weight_dtype, + ) + pipeline.scheduler = DPMSolverMultistepScheduler.from_config(pipeline.scheduler.config) + pipeline = pipeline.to(accelerator.device) + pipeline.set_progress_bar_config(disable=True) + + # run inference + generator = None if args.seed is None else torch.Generator(device=accelerator.device).manual_seed(args.seed) + images = [] + for _ in range(args.num_validation_images): + with torch.autocast("cuda"): + image = pipeline(args.validation_prompt, num_inference_steps=25, generator=generator).images[0] + images.append(image) + + for tracker in accelerator.trackers: + if tracker.name == "tensorboard": + np_images = np.stack([np.asarray(img) for img in images]) + tracker.writer.add_images("validation", np_images, epoch, dataformats="NHWC") + if tracker.name == "wandb": + tracker.log( + { + "validation": [ + wandb.Image(image, caption=f"{i}: {args.validation_prompt}") for i, image in enumerate(images) + ] + } + ) + + del pipeline + torch.cuda.empty_cache() + + def save_progress(text_encoder, placeholder_token_id, accelerator, args, save_path): logger.info("Saving embeddings") learned_embeds = accelerator.unwrap_model(text_encoder).get_input_embeddings().weight[placeholder_token_id] @@ -278,6 +324,16 @@ def parse_args(): " and logging the images." ), ) + parser.add_argument( + "--validation_epochs", + type=int, + default=None, + help=( + "Deprecated in favor of validation_steps. Run validation every X epochs. Validation consists of running the prompt" + " `args.validation_prompt` multiple times: `args.num_validation_images`" + " and logging the images." + ), + ) parser.add_argument("--local_rank", type=int, default=-1, help="For distributed training: local_rank") parser.add_argument( "--checkpointing_steps", @@ -475,7 +531,6 @@ def main(): if args.report_to == "wandb": if not is_wandb_available(): raise ImportError("Make sure to install wandb if you want to use it for logging during training.") - import wandb # Make one log on every process with the configuration for debugging. logging.basicConfig( @@ -762,55 +817,12 @@ def main(): save_path = os.path.join(args.output_dir, f"checkpoint-{global_step}") accelerator.save_state(save_path) logger.info(f"Saved state to {save_path}") - if args.validation_prompt is not None and global_step % args.validation_steps == 0: - logger.info( - f"Running validation... \n Generating {args.num_validation_images} images with prompt:" - f" {args.validation_prompt}." - ) - # create pipeline (note: unet and vae are loaded again in float32) - pipeline = DiffusionPipeline.from_pretrained( - args.pretrained_model_name_or_path, - text_encoder=accelerator.unwrap_model(text_encoder), - tokenizer=tokenizer, - unet=unet, - vae=vae, - revision=args.revision, - torch_dtype=weight_dtype, - ) - pipeline.scheduler = DPMSolverMultistepScheduler.from_config(pipeline.scheduler.config) - pipeline = pipeline.to(accelerator.device) - pipeline.set_progress_bar_config(disable=True) - - # run inference - generator = ( - None - if args.seed is None - else torch.Generator(device=accelerator.device).manual_seed(args.seed) - ) - images = [] - for _ in range(args.num_validation_images): - with torch.autocast("cuda"): - image = pipeline( - args.validation_prompt, num_inference_steps=25, generator=generator - ).images[0] - images.append(image) - - for tracker in accelerator.trackers: - if tracker.name == "tensorboard": - np_images = np.stack([np.asarray(img) for img in images]) - tracker.writer.add_images("validation", np_images, epoch, dataformats="NHWC") - if tracker.name == "wandb": - tracker.log( - { - "validation": [ - wandb.Image(image, caption=f"{i}: {args.validation_prompt}") - for i, image in enumerate(images) - ] - } - ) - - del pipeline - torch.cuda.empty_cache() + if ( + args.validation_prompt is not None + and args.validation_epochs is None + and global_step % args.validation_steps == 0 + ): + log_progress(text_encoder, tokenizer, unet, vae, args, accelerator, weight_dtype, epoch) logs = {"loss": loss.detach().item(), "lr": lr_scheduler.get_last_lr()[0]} progress_bar.set_postfix(**logs) @@ -818,7 +830,16 @@ def main(): if global_step >= args.max_train_steps: break - + if ( + args.validation_prompt is not None + and args.validation_epochs is not None + and epoch % args.validation_epochs == 0 + ): + logger.warning( + f"You are doing logging with validation_epochs={args.validation_epochs}." + " validation_epochs is being deprecated in favor of validation_steps." + ) + log_progress(text_encoder, tokenizer, unet, vae, args, accelerator, weight_dtype, epoch) # Create the pipeline using using the trained modules and save it. accelerator.wait_for_everyone() if accelerator.is_main_process: From 6cd8ad9ad9246d872c4e63a1fd39ec16dada5ea7 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Thu, 9 Feb 2023 12:09:05 -0500 Subject: [PATCH 09/14] Fixing styles --- examples/textual_inversion/textual_inversion.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/examples/textual_inversion/textual_inversion.py b/examples/textual_inversion/textual_inversion.py index db8092f1685b..7125cf6a5180 100644 --- a/examples/textual_inversion/textual_inversion.py +++ b/examples/textual_inversion/textual_inversion.py @@ -18,6 +18,7 @@ import math import os import random +import warnings from pathlib import Path from typing import Optional @@ -835,9 +836,11 @@ def main(): and args.validation_epochs is not None and epoch % args.validation_epochs == 0 ): - logger.warning( - f"You are doing logging with validation_epochs={args.validation_epochs}." - " validation_epochs is being deprecated in favor of validation_steps." + warnings.warn( + f"Future Warning: You are doing logging with validation_epochs={args.validation_epochs}." + " validation_epochs is being deprecated in favor of validation_steps.", + FutureWarning, + stacklevel=2, ) log_progress(text_encoder, tokenizer, unet, vae, args, accelerator, weight_dtype, epoch) # Create the pipeline using using the trained modules and save it. From 3f7a20f38b3c88f5a701e67c002c0d62ad8108ca Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Mon, 13 Feb 2023 15:51:17 -0500 Subject: [PATCH 10/14] Did changes --- .../textual_inversion/textual_inversion.py | 27 +++++++------------ 1 file changed, 10 insertions(+), 17 deletions(-) diff --git a/examples/textual_inversion/textual_inversion.py b/examples/textual_inversion/textual_inversion.py index 7125cf6a5180..6dc4aa5f9eba 100644 --- a/examples/textual_inversion/textual_inversion.py +++ b/examples/textual_inversion/textual_inversion.py @@ -663,6 +663,15 @@ def main(): train_dataloader = torch.utils.data.DataLoader( train_dataset, batch_size=args.train_batch_size, shuffle=True, num_workers=args.dataloader_num_workers ) + if args.validation_epochs is not None: + warnings.warn( + f"FutureWarning: You are doing logging with validation_epochs={args.validation_epochs}." + " Deprecated validation_epochs in favor of `validation_steps`" + f"Setting `args.validation_steps` to {args.validation_epochs * len(train_dataset)}", + FutureWarning, + stacklevel=2, + ) + args.validation_steps = args.validation_epochs * len(train_dataset) # Scheduler and math around the number of training steps. overrode_max_train_steps = False @@ -818,11 +827,7 @@ def main(): save_path = os.path.join(args.output_dir, f"checkpoint-{global_step}") accelerator.save_state(save_path) logger.info(f"Saved state to {save_path}") - if ( - args.validation_prompt is not None - and args.validation_epochs is None - and global_step % args.validation_steps == 0 - ): + if args.validation_prompt is not None and global_step % args.validation_steps == 0: log_progress(text_encoder, tokenizer, unet, vae, args, accelerator, weight_dtype, epoch) logs = {"loss": loss.detach().item(), "lr": lr_scheduler.get_last_lr()[0]} @@ -831,18 +836,6 @@ def main(): if global_step >= args.max_train_steps: break - if ( - args.validation_prompt is not None - and args.validation_epochs is not None - and epoch % args.validation_epochs == 0 - ): - warnings.warn( - f"Future Warning: You are doing logging with validation_epochs={args.validation_epochs}." - " validation_epochs is being deprecated in favor of validation_steps.", - FutureWarning, - stacklevel=2, - ) - log_progress(text_encoder, tokenizer, unet, vae, args, accelerator, weight_dtype, epoch) # Create the pipeline using using the trained modules and save it. accelerator.wait_for_everyone() if accelerator.is_main_process: From 5a946811eb97b6e0d5622d38add3188478d920e1 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Mon, 13 Feb 2023 15:56:57 -0500 Subject: [PATCH 11/14] Change to log_validation --- examples/textual_inversion/textual_inversion.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/textual_inversion/textual_inversion.py b/examples/textual_inversion/textual_inversion.py index 6dc4aa5f9eba..962875416bf5 100644 --- a/examples/textual_inversion/textual_inversion.py +++ b/examples/textual_inversion/textual_inversion.py @@ -82,7 +82,7 @@ logger = get_logger(__name__) -def log_progress(text_encoder, tokenizer, unet, vae, args, accelerator, weight_dtype, epoch): +def log_validation(text_encoder, tokenizer, unet, vae, args, accelerator, weight_dtype, epoch): logger.info( f"Running validation... \n Generating {args.num_validation_images} images with prompt:" f" {args.validation_prompt}." @@ -828,7 +828,7 @@ def main(): accelerator.save_state(save_path) logger.info(f"Saved state to {save_path}") if args.validation_prompt is not None and global_step % args.validation_steps == 0: - log_progress(text_encoder, tokenizer, unet, vae, args, accelerator, weight_dtype, epoch) + log_validation(text_encoder, tokenizer, unet, vae, args, accelerator, weight_dtype, epoch) logs = {"loss": loss.detach().item(), "lr": lr_scheduler.get_last_lr()[0]} progress_bar.set_postfix(**logs) From 95345b514e9f6b4475c032c613d21b9885757382 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Mon, 13 Feb 2023 15:57:37 -0500 Subject: [PATCH 12/14] Add extra space after wandb import --- examples/textual_inversion/textual_inversion.py | 1 + 1 file changed, 1 insertion(+) diff --git a/examples/textual_inversion/textual_inversion.py b/examples/textual_inversion/textual_inversion.py index 962875416bf5..5dc6a15bfe01 100644 --- a/examples/textual_inversion/textual_inversion.py +++ b/examples/textual_inversion/textual_inversion.py @@ -57,6 +57,7 @@ if is_wandb_available(): import wandb + if version.parse(version.parse(PIL.__version__).base_version) >= version.parse("9.1.0"): PIL_INTERPOLATION = { "linear": PIL.Image.Resampling.BILINEAR, From fffffce41d5ca817a7531c5d044150c153138eb2 Mon Sep 17 00:00:00 2001 From: Isamu Isozaki Date: Mon, 13 Feb 2023 16:19:21 -0500 Subject: [PATCH 13/14] Add extra space after wandb Co-authored-by: Will Berman --- examples/textual_inversion/textual_inversion.py | 1 + 1 file changed, 1 insertion(+) diff --git a/examples/textual_inversion/textual_inversion.py b/examples/textual_inversion/textual_inversion.py index 5dc6a15bfe01..b88823ea5d82 100644 --- a/examples/textual_inversion/textual_inversion.py +++ b/examples/textual_inversion/textual_inversion.py @@ -57,6 +57,7 @@ if is_wandb_available(): import wandb + if version.parse(version.parse(PIL.__version__).base_version) >= version.parse("9.1.0"): PIL_INTERPOLATION = { From 8a9832bb7e5cbd6709807516ab5485d42e4a7301 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Mon, 13 Feb 2023 16:20:24 -0500 Subject: [PATCH 14/14] Fixed spacing --- examples/textual_inversion/textual_inversion.py | 1 - 1 file changed, 1 deletion(-) diff --git a/examples/textual_inversion/textual_inversion.py b/examples/textual_inversion/textual_inversion.py index b88823ea5d82..5dc6a15bfe01 100644 --- a/examples/textual_inversion/textual_inversion.py +++ b/examples/textual_inversion/textual_inversion.py @@ -57,7 +57,6 @@ if is_wandb_available(): import wandb - if version.parse(version.parse(PIL.__version__).base_version) >= version.parse("9.1.0"): PIL_INTERPOLATION = {