search

vladmandic / automatic

SD.Next: Advanced Implementation of Stable Diffusion and other Diffusion-based generative image models
https://github.com/vladmandic/automatic
GNU Affero General Public License v3.0
5.33k stars 381 forks source link

[Extension]: Dynamic thresholding with LCM Lora with SD1.5 models produces bad output #2492

Open patientx opened 8 months ago

patientx commented 8 months ago

Issue Description

When I use any sd 1.5 model I have with lcm's sd 1.5 lora and set the sampler to LCM as I must , the results are garbled if I enable HYPERTILE.

I have to use hypertile because normally with --medvram and all the optimizations I can use generating gives out of memory error as soon as the first generation or if I am lucky in second or third one. This is with 512x512.

Also if I don't use sampler LCM as suggested but something else like SDE or euler the output is ok.

Here are some sample generations and log.

model photon with settings I used photon model lyriel with settings I used lyriel

Some results : 00109-epicrealism_naturalSinRC1VAE-Cheerleaders cheering on the school field lora lcm 00110-lyriel_v16-Cheerleaders cheering on the school field lora lcm 00111-photon_v1-Cheerleaders cheering on the school field lora lcm 00106-epicphotogasm_z-Cheerleaders cheering on the school field lora lcm

some outputs with other samplers : 00103-epicphotogasm_z-Cheerleaders cheering on the school field lora lcm 00104-epicphotogasm_z-Cheerleaders cheering on the school field lora lcm

Version Platform Description

windows 10 , 16 gb ddr4-3000, nvme drive with ryzen 3600x cpu and rx 6600 gpu

Starting SD.Next Python 3.10.11 on Windows Version: app=sd.next updated=2023-11-10 hash=056b04dc url=https://github.com/vladmandic/automatic/tree/master Platform: arch=AMD64 cpu=AMD64 Family 23 Model 113 Stepping 0, AuthenticAMD system=Windows release=Windows-10-10.0.19045-SP0 python=3.10.11 Setting environment tuning Torch overrides: cuda=False rocm=False ipex=False diml=True openvino=False Torch allowed: cuda=False rocm=False ipex=False diml=True openvino=False Using DirectML Backend

Relevant log output

2023-11-10 18:29:08,887 | sd | INFO | launch | Starting SD.Next
2023-11-10 18:29:08,889 | sd | INFO | installer | Python 3.10.11 on Windows
2023-11-10 18:29:09,081 | sd | INFO | installer | Version: app=sd.next updated=2023-11-10 hash=056b04dc url=https://github.com/vladmandic/automatic/tree/master
2023-11-10 18:29:10,703 | sd | INFO | launch | Platform: arch=AMD64 cpu=AMD64 Family 23 Model 113 Stepping 0, AuthenticAMD system=Windows release=Windows-10-10.0.19045-SP0 python=3.10.11
2023-11-10 18:29:10,704 | sd | DEBUG | installer | Setting environment tuning
2023-11-10 18:29:10,706 | sd | DEBUG | installer | Torch overrides: cuda=False rocm=False ipex=False diml=True openvino=False
2023-11-10 18:29:10,707 | sd | DEBUG | installer | Torch allowed: cuda=False rocm=False ipex=False diml=True openvino=False
2023-11-10 18:29:10,709 | sd | INFO | installer | Using DirectML Backend
2023-11-10 18:29:10,810 | sd | WARNING | installer | Modified files: ['repositories/BLIP/BLIP.gif', 'repositories/CodeFormer/.gitignore']
2023-11-10 18:29:10,855 | sd | DEBUG | installer | Repository update time: Fri Nov 10 18:10:41 2023
2023-11-10 18:29:10,857 | sd | INFO | launch | Startup: standard
2023-11-10 18:29:10,858 | sd | INFO | installer | Verifying requirements
2023-11-10 18:29:10,872 | sd | INFO | installer | Verifying packages
2023-11-10 18:29:10,874 | sd | INFO | installer | Verifying submodules
2023-11-10 18:29:13,844 | sd | DEBUG | installer | Submodule: extensions-builtin/sd-extension-chainner / main
2023-11-10 18:29:13,945 | sd | DEBUG | installer | Submodule: extensions-builtin/sd-extension-system-info / main
2023-11-10 18:29:14,045 | sd | DEBUG | installer | Submodule: extensions-builtin/sd-webui-agent-scheduler / main
2023-11-10 18:29:14,166 | sd | DEBUG | installer | Submodule: extensions-builtin/sd-webui-controlnet / main
2023-11-10 18:29:14,275 | sd | DEBUG | installer | Submodule: extensions-builtin/stable-diffusion-webui-images-browser / main
2023-11-10 18:29:14,373 | sd | DEBUG | installer | Submodule: extensions-builtin/stable-diffusion-webui-rembg / master
2023-11-10 18:29:14,470 | sd | DEBUG | installer | Submodule: modules/k-diffusion / master
2023-11-10 18:29:14,561 | sd | DEBUG | installer | Submodule: modules/lora / main
2023-11-10 18:29:14,657 | sd | DEBUG | installer | Submodule: wiki / master
2023-11-10 18:29:14,715 | sd | DEBUG | paths | Register paths
2023-11-10 18:29:15,006 | sd | DEBUG | installer | Installed packages: 227
2023-11-10 18:29:15,008 | sd | DEBUG | installer | Extensions all: ['clip-interrogator-ext', 'Lora', 'sd-extension-chainner', 'sd-extension-system-info', 'sd-webui-agent-scheduler', 'sd-webui-controlnet', 'stable-diffusion-webui-images-browser', 'stable-diffusion-webui-rembg']
2023-11-10 18:29:15,010 | sd | DEBUG | installer | Running extension installer: E:\automatic\extensions-builtin\clip-interrogator-ext\install.py
2023-11-10 18:29:23,997 | sd | DEBUG | installer | Running extension installer: E:\automatic\extensions-builtin\sd-extension-system-info\install.py
2023-11-10 18:29:24,791 | sd | DEBUG | installer | Running extension installer: E:\automatic\extensions-builtin\sd-webui-agent-scheduler\install.py
2023-11-10 18:29:25,587 | sd | DEBUG | installer | Running extension installer: E:\automatic\extensions-builtin\sd-webui-controlnet\install.py
2023-11-10 18:29:26,382 | sd | DEBUG | installer | Running extension installer: E:\automatic\extensions-builtin\stable-diffusion-webui-images-browser\install.py
2023-11-10 18:29:27,173 | sd | DEBUG | installer | Running extension installer: E:\automatic\extensions-builtin\stable-diffusion-webui-rembg\install.py
2023-11-10 18:29:27,968 | sd | DEBUG | installer | Extensions all: ['multidiffusion-upscaler-for-automatic1111', 'sd-webui-reactor']
2023-11-10 18:29:28,252 | sd | DEBUG | installer | Running extension installer: E:\automatic\extensions\sd-webui-reactor\install.py
2023-11-10 18:29:30,969 | sd | INFO | installer | Extensions enabled: ['clip-interrogator-ext', 'Lora', 'sd-extension-chainner', 'sd-extension-system-info', 'sd-webui-agent-scheduler', 'sd-webui-controlnet', 'stable-diffusion-webui-images-browser', 'stable-diffusion-webui-rembg', 'multidiffusion-upscaler-for-automatic1111', 'sd-webui-reactor']
2023-11-10 18:29:30,971 | sd | INFO | installer | Verifying requirements
2023-11-10 18:29:30,985 | sd | DEBUG | launch | Setup complete without errors: 1699630171
2023-11-10 18:29:30,995 | sd | INFO | installer | Extension preload: {'extensions-builtin': 0.0, 'extensions': 0.0}
2023-11-10 18:29:30,997 | sd | DEBUG | launch | Starting module: <module 'webui' from 'e:\\automatic\\webui.py'>
2023-11-10 18:29:30,998 | sd | INFO | launch | Command line args: ['--use-directml', '--medvram', '--debug'] medvram=True debug=True use_directml=True
2023-11-10 18:29:38,645 | sd | INFO | loader | Load packages: torch=2.0.0+cpu diffusers=0.23.0 gradio=3.43.2
2023-11-10 18:29:39,681 | sd | DEBUG | shared | Read: file="config.json" len=58
2023-11-10 18:29:39,685 | sd | DEBUG | shared | Unknown settings: ['queue_history_retention_days']
2023-11-10 18:29:39,744 | sd | INFO | shared | Engine: backend=Backend.DIFFUSERS compute=directml mode=no_grad device=privateuseone:0 cross-optimization="Split attention"
2023-11-10 18:29:39,841 | sd | INFO | shared | Device: device=AMD Radeon RX 6600 n=3 directml=0.2.0.dev230426
2023-11-10 18:29:40,654 | sd | DEBUG | webui | Entering start sequence
2023-11-10 18:29:40,657 | sd | DEBUG | webui | Initializing
2023-11-10 18:29:40,659 | sd | INFO | sd_vae | Available VAEs: path="D:\stable-diffusion-webui-directml\models\VAE" items=0
2023-11-10 18:29:40,661 | sd | INFO | shared | Disabling uncompatible extensions: backend=Backend.DIFFUSERS ['sd-webui-controlnet', 'multidiffusion-upscaler-for-automatic1111', 'a1111-sd-webui-lycoris']
2023-11-10 18:29:40,665 | sd | DEBUG | modelloader | Scanning diffusers cache: models\Diffusers D:\stable-diffusion-webui-directml\models\Diffusers items=1 time=0.00
2023-11-10 18:29:40,667 | sd | DEBUG | shared | Read: file="cache.json" len=2
2023-11-10 18:29:40,679 | sd | DEBUG | shared | Read: file="metadata.json" len=242
2023-11-10 18:29:40,682 | sd | INFO | sd_models | Available models: path="D:\stable-diffusion-webui-directml\models\Stable-diffusion" items=9 time=0.02
2023-11-10 18:29:40,998 | sd | DEBUG | webui | Load extensions
2023-11-10 18:29:43,903 | sd | INFO | script_loading | Extension: script='extensions-builtin\sd-webui-agent-scheduler\scripts\task_scheduler.py' Using sqlite file: extensions-builtin\sd-webui-agent-scheduler\task_scheduler.sqlite3
2023-11-10 18:29:45,584 | sd | INFO | webui | Extensions time: 4.59 { clip-interrogator-ext=2.03 Lora=0.24 sd-extension-chainner=0.10 sd-webui-agent-scheduler=0.47 stable-diffusion-webui-images-browser=0.12 stable-diffusion-webui-rembg=1.00 sd-webui-reactor=0.55 }
2023-11-10 18:29:45,705 | sd | DEBUG | shared | Read: file="html/upscalers.json" len=4
2023-11-10 18:29:45,707 | sd | DEBUG | shared | Read: file="extensions-builtin\sd-extension-chainner\models.json" len=24
2023-11-10 18:29:45,710 | sd | DEBUG | chainner_model | chaiNNer models: path="models\chaiNNer" defined=24 discovered=0 downloaded=1
2023-11-10 18:29:45,713 | sd | DEBUG | upscaler | Upscaler type=ESRGAN folder="D:\stable-diffusion-webui-directml\models\ESRGAN" model="4x-UniScale-Balanced [72000g]" path="D:\stable-diffusion-webui-directml\models\ESRGAN\4x-UniScale-Balanced [72000g].pth"
2023-11-10 18:29:45,714 | sd | DEBUG | upscaler | Upscaler type=ESRGAN folder="D:\stable-diffusion-webui-directml\models\ESRGAN" model="4x_foolhardy_Remacri" path="D:\stable-diffusion-webui-directml\models\ESRGAN\4x_foolhardy_Remacri.pth"
2023-11-10 18:29:45,716 | sd | DEBUG | upscaler | Upscaler type=ESRGAN folder="D:\stable-diffusion-webui-directml\models\ESRGAN" model="8x_NMKD-Superscale_150000_G" path="D:\stable-diffusion-webui-directml\models\ESRGAN\8x_NMKD-Superscale_150000_G.pth"
2023-11-10 18:29:45,718 | sd | DEBUG | upscaler | Upscaler type=ESRGAN folder="D:\stable-diffusion-webui-directml\models\ESRGAN" model="ESRGAN_4x" path="D:\stable-diffusion-webui-directml\models\ESRGAN\ESRGAN_4x.pth"
2023-11-10 18:29:45,719 | sd | DEBUG | upscaler | Upscaler type=ESRGAN folder="D:\stable-diffusion-webui-directml\models\ESRGAN" model="TGHQFace8x_500k" path="D:\stable-diffusion-webui-directml\models\ESRGAN\TGHQFace8x_500k.pth"
2023-11-10 18:29:45,723 | sd | DEBUG | upscaler | Upscaler type=SwinIR folder="D:\stable-diffusion-webui-directml\models\SwinIR" model="SwinIR_4x" path="D:\stable-diffusion-webui-directml\models\SwinIR\SwinIR_4x.pth"
2023-11-10 18:29:45,727 | sd | DEBUG | modelloader | Load upscalers: total=58 downloaded=11 user=6 ['None', 'Lanczos', 'Nearest', 'ChaiNNer', 'ESRGAN', 'LDSR', 'RealESRGAN', 'SCUNet', 'SD', 'SwinIR']
2023-11-10 18:29:45,755 | sd | DEBUG | styles | Load styles: folder="D:\stable-diffusion-webui-directml\models\styles" items=288
2023-11-10 18:29:45,762 | sd | DEBUG | webui | Creating UI
2023-11-10 18:29:45,984 | sd | INFO | theme | Load UI theme: name="black-teal" style=Dark base=style.css
2023-11-10 18:29:46,032 | sd | DEBUG | shared | Read: file="html\reference.json" len=14
2023-11-10 18:29:46,205 | sd | DEBUG | ui_extra_networks | Extra networks: page='model' items=23 subdirs=11 tab=txt2img dirs=['D:\\stable-diffusion-webui-directml\\models\\Stable-diffusion', 'D:\\stable-diffusion-webui-directml\\models\\Diffusers', 'models\\Reference', 'e:\\automatic\\models\\Stable-diffusion'] list=0.01 desc=0.00 info=0.00
2023-11-10 18:29:46,239 | sd | DEBUG | ui_extra_networks | Extra networks: page='style' items=288 subdirs=2 tab=txt2img dirs=['D:\\stable-diffusion-webui-directml\\models\\styles', 'html'] list=0.02 desc=0.00 info=0.00
2023-11-10 18:29:46,242 | sd | DEBUG | ui_extra_networks | Extra networks: page='embedding' items=0 subdirs=0 tab=txt2img dirs=['D:\\stable-diffusion-webui-directml\\models\\embeddings'] list=0.00 desc=0.00 info=0.00
2023-11-10 18:29:46,245 | sd | DEBUG | ui_extra_networks | Extra networks: page='hypernetwork' items=0 subdirs=0 tab=txt2img dirs=['D:\\stable-diffusion-webui-directml\\models\\hypernetworks'] list=0.00 desc=0.00 info=0.00
2023-11-10 18:29:46,247 | sd | DEBUG | ui_extra_networks | Extra networks: page='vae' items=0 subdirs=1 tab=txt2img dirs=['D:\\stable-diffusion-webui-directml\\models\\VAE'] list=0.00 desc=0.00 info=0.00
2023-11-10 18:29:46,272 | sd | DEBUG | ui_extra_networks | Extra networks: page='lora' items=231 subdirs=1 tab=txt2img dirs=['D:\\stable-diffusion-webui-directml\\models\\Lora', 'models\\LyCORIS'] list=0.14 desc=0.17 info=0.17
2023-11-10 18:29:46,466 | sd | DEBUG | shared | Read: file="ui-config.json" len=4
2023-11-10 18:29:46,673 | sd | DEBUG | theme | Themes: builtin=6 default=5 external=55
2023-11-10 18:29:47,310 | sd | DEBUG | script_callbacks | Script: 0.55 ui_tabs e:\automatic\extensions-builtin\stable-diffusion-webui-images-browser\scripts\image_browser.py
2023-11-10 18:29:47,316 | sd | DEBUG | shared | Read: file="E:\automatic\html\extensions.json" len=319
2023-11-10 18:29:48,359 | sd | DEBUG | ui_extensions | Extension list: processed=303 installed=10 enabled=8 disabled=2 visible=303 hidden=0
2023-11-10 18:29:48,675 | sd | INFO | webui | Local URL: http://127.0.0.1:7860/
2023-11-10 18:29:48,677 | sd | DEBUG | webui | Gradio registered functions: 1584
2023-11-10 18:29:48,679 | sd | INFO | middleware | Initializing middleware
2023-11-10 18:29:48,684 | sd | DEBUG | webui | Creating API
2023-11-10 18:29:48,903 | sd | INFO | task_runner | [AgentScheduler] Task queue is empty
2023-11-10 18:29:48,905 | sd | INFO | api | [AgentScheduler] Registering APIs
2023-11-10 18:29:49,017 | sd | DEBUG | webui | Scripts setup: ['X/Y/Z Grid:0.006', 'ReActor:0.008']
2023-11-10 18:29:49,019 | sd | DEBUG | sd_models | Model metadata: file="metadata.json" no changes
2023-11-10 18:29:49,021 | sd | DEBUG | webui | Model auto load disabled
2023-11-10 18:29:49,022 | sd | DEBUG | shared | Save: file="config.json" len=3210
2023-11-10 18:29:49,024 | sd | INFO | webui | Startup time: 18.02 { torch=6.67 gradio=0.90 diffusers=0.07 libraries=2.01 extensions=4.59 face-restore=0.32 upscalers=0.14 ui-extra-networks=0.51 ui-img2img=0.07 ui-settings=0.27 ui-extensions=1.65 ui-defaults=0.07 launch=0.24 api=0.09 app-started=0.25 }
2023-11-10 18:30:00,130 | sd | DEBUG | launch | Server alive=True jobs=0 requests=2 uptime=21 memory used=0.83 total=15.93 idle
2023-11-10 18:30:10,307 | sd | DEBUG | theme | Themes: builtin=6 default=5 external=55
2023-11-10 18:30:10,570 | sd | INFO | api | Browser session: client=127.0.0.1 agent=Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/117.0.0.0 Safari/537.36
2023-11-10 18:30:18,216 | sd | INFO | sd_models | Select: model="epicphotogasm_z [d37263937f]"
2023-11-10 18:30:18,583 | sd | DEBUG | sd_models | Load model weights: existing=False target=D:\stable-diffusion-webui-directml\models\Stable-diffusion\epicphotogasm_z.safetensors info=None
2023-11-10 18:30:18,630 | sd | INFO | devices | Torch override dtype: no-half set
2023-11-10 18:30:18,632 | sd | INFO | devices | Torch override VAE dtype: no-half set
2023-11-10 18:30:18,633 | sd | DEBUG | devices | Desired Torch parameters: dtype=FP16 no-half=True no-half-vae=True upscast=False
2023-11-10 18:30:18,634 | sd | INFO | devices | Setting Torch parameters: device=privateuseone:0 dtype=torch.float32 vae=torch.float32 unet=torch.float32 context=no_grad fp16=True bf16=False
2023-11-10 18:30:18,636 | sd | INFO | sd_models | Autodetect: model="Stable Diffusion" class=StableDiffusionPipeline file="D:\stable-diffusion-webui-directml\models\Stable-diffusion\epicphotogasm_z.safetensors" size=2034MB
2023-11-10 18:30:21,756 | sd | DEBUG | sd_models | Setting model: pipeline=StableDiffusionPipeline config={'low_cpu_mem_usage': True, 'torch_dtype': torch.float32, 'load_connected_pipeline': True, 'extract_ema': True, 'force_zeros_for_empty_prompt ': True, 'requires_aesthetics_score': False, 'use_safetensors': True}
2023-11-10 18:30:21,758 | sd | DEBUG | sd_models | Setting model: enable VAE slicing
2023-11-10 18:30:21,761 | sd | DEBUG | sd_models | Setting model: enable VAE tiling
2023-11-10 18:30:21,768 | sd | DEBUG | sd_models | Setting model VAE: name=None upcast=True
2023-11-10 18:30:26,603 | sd | INFO | textual_inversion | Load embeddings: loaded=0 skipped=0 time=0.00
2023-11-10 18:30:26,861 | sd | DEBUG | devices | gc: collected=973 device=privateuseone:0 {'ram': {'used': 2.29, 'total': 15.93}, 'gpu': {'used': 4.17, 'total': 5.59}, 'retries': 0, 'oom': 0}
2023-11-10 18:30:26,867 | sd | INFO | sd_models | Load model: time=8.02 { load=8.02 } native=512 {'ram': {'used': 2.29, 'total': 15.93}, 'gpu': {'used': 4.17, 'total': 5.59}, 'retries': 0, 'oom': 0}
2023-11-10 18:31:00,227 | sd | DEBUG | txt2img | txt2img: id_task=task(59n6r223sltey2v)|prompt=Cheerleaders cheering on the school field,  <lora:lcm-lora-sd15:1.0>|negative_prompt=colorful, vibrant, noisy, blurry, deformed, (deformed, distorted, disfigured:1.3),poorly drawn,bad anatomy,wrong anatomy,extra limb,missing limb,floating limbs,(mutated hands and fingers:1.4),disconnected limbs,mutation,mutated,ugly,disgusting,blurry,amputation|prompt_styles=[]|steps=4|sampler_index=15|latent_index=0|full_quality=True|restore_faces=False|tiling=False|n_iter=1|batch_size=1|cfg_scale=2|clip_skip=1|seed=-1.0|subseed=-1.0|subseed_strength=0|seed_resize_from_h=0|seed_resize_from_w=0||height=512|width=512|enable_hr=False|denoising_strength=0.5|hr_scale=2|hr_upscaler=None|hr_force=False|hr_second_pass_steps=20|hr_resize_x=0|hr_resize_y=0|image_cfg_scale=6|diffusers_guidance_rescale=0.7|refiner_steps=5|refiner_start=0.8|refiner_prompt=|refiner_negative=|override_settings_texts=[]
2023-11-10 18:31:00,232 | sd | INFO | sd_hijack_hypertile | Applying hypertile: unet=256
2023-11-10 18:31:00,713 | sd | INFO | extra_networks_lora | Applying LoRA: ['lcm-lora-sd15'] patch=0.00 load=0.46
2023-11-10 18:31:00,717 | sd | DEBUG | sd_samplers | Sampler: sampler="LCM" config={'num_train_timesteps': 1000, 'beta_start': 0.00085, 'beta_end': 0.012, 'beta_schedule': 'scaled_linear', 'prediction_type': 'epsilon', 'set_alpha_to_one': False, 'rescale_betas_zero_snr': False}
2023-11-10 18:31:01,253 | sd | DEBUG | processing_diffusers | Diffuser pipeline: StableDiffusionPipeline task=DiffusersTaskType.TEXT_2_IMAGE set={'prompt_embeds': torch.Size([1, 77, 768]), 'negative_prompt_embeds': torch.Size([1, 77, 768]), 'guidance_scale': 2, 'generator': device(type='cpu'), 'output_type': 'latent', 'num_inference_steps': 4, 'eta': 1.0, 'guidance_rescale': 0.7, 'height': 512, 'width': 512, 'parser': 'Full parser'}
2023-11-10 18:31:10,621 | sd | DEBUG | processing_diffusers | Moving to CPU: model=UNet
2023-11-10 18:31:13,220 | sd | DEBUG | processing_diffusers | VAE decode: name=baked dtype=torch.float32 upcast=False images=1 latents=torch.Size([1, 4, 64, 64]) time=2.598
2023-11-10 18:31:13,237 | sd | DEBUG | images | Saving: image="outputs\text\00106-epicphotogasm_z-Cheerleaders cheering on the school field lora lcm.jpg" type=JPEG size=512x512
2023-11-10 18:31:13,244 | sd | INFO | processing | Processed: images=1 time=13.00 its=0.31 memory={'ram': {'used': 5.33, 'total': 15.93}, 'gpu': {'used': 6.98, 'total': 9.82}, 'retries': 0, 'oom': 0}
2023-11-10 18:32:00,159 | sd | DEBUG | launch | Server alive=True jobs=0 requests=115 uptime=141 memory used=5.33 total=15.93 idle
2023-11-10 18:33:38,900 | sd | INFO | sd_models | Select: model="epicrealism_naturalSinRC1VAE [84d76a0328]"
2023-11-10 18:33:38,906 | sd | DEBUG | sd_models | Load model weights: existing=False target=D:\stable-diffusion-webui-directml\models\Stable-diffusion\epicrealism_naturalSinRC1VAE.safetensors info=None
2023-11-10 18:33:38,953 | sd | DEBUG | sd_models | Unload weights model: {'ram': {'used': 5.33, 'total': 15.93}, 'gpu': {'used': 6.97, 'total': 9.81}, 'retries': 0, 'oom': 0}
2023-11-10 18:33:39,219 | sd | DEBUG | devices | gc: collected=967 device=privateuseone:0 {'ram': {'used': 5.33, 'total': 15.93}, 'gpu': {'used': 6.97, 'total': 9.81}, 'retries': 0, 'oom': 0}
2023-11-10 18:33:39,493 | sd | INFO | devices | Torch override dtype: no-half set
2023-11-10 18:33:39,495 | sd | INFO | devices | Torch override VAE dtype: no-half set
2023-11-10 18:33:39,496 | sd | DEBUG | devices | Desired Torch parameters: dtype=FP16 no-half=True no-half-vae=True upscast=False
2023-11-10 18:33:39,497 | sd | INFO | devices | Setting Torch parameters: device=privateuseone:0 dtype=torch.float32 vae=torch.float32 unet=torch.float32 context=no_grad fp16=True bf16=False
2023-11-10 18:33:39,499 | sd | INFO | sd_models | Autodetect: model="Stable Diffusion" class=StableDiffusionPipeline file="D:\stable-diffusion-webui-directml\models\Stable-diffusion\epicrealism_naturalSinRC1VAE.safetensors" size=2034MB
2023-11-10 18:33:42,895 | sd | DEBUG | sd_models | Setting model: pipeline=StableDiffusionPipeline config={'low_cpu_mem_usage': True, 'torch_dtype': torch.float32, 'load_connected_pipeline': True, 'extract_ema': True, 'force_zeros_for_empty_prompt ': True, 'requires_aesthetics_score': False, 'use_safetensors': True}
2023-11-10 18:33:42,897 | sd | DEBUG | sd_models | Setting model: enable VAE slicing
2023-11-10 18:33:42,899 | sd | DEBUG | sd_models | Setting model: enable VAE tiling
2023-11-10 18:33:42,905 | sd | DEBUG | sd_models | Setting model VAE: name=None upcast=True
2023-11-10 18:33:43,724 | sd | INFO | textual_inversion | Load embeddings: loaded=0 skipped=0 time=0.00
2023-11-10 18:33:43,995 | sd | DEBUG | devices | gc: collected=1226 device=privateuseone:0 {'ram': {'used': 5.01, 'total': 15.93}, 'gpu': {'used': 6.97, 'total': 9.81}, 'retries': 0, 'oom': 0}
2023-11-10 18:33:44,000 | sd | INFO | sd_models | Load model: time=4.49 { load=4.49 } native=512 {'ram': {'used': 5.01, 'total': 15.93}, 'gpu': {'used': 6.97, 'total': 9.81}, 'retries': 0, 'oom': 0}
2023-11-10 18:33:44,006 | sd | DEBUG | shared | Save: file="config.json" len=3223
2023-11-10 18:33:44,007 | sd | DEBUG | ui | Setting changed: key=sd_model_checkpoint, value=epicrealism_naturalSinRC1VAE [84d76a0328]
2023-11-10 18:33:49,347 | sd | DEBUG | txt2img | txt2img: id_task=task(0j8go7xox6ymjeg)|prompt=Cheerleaders cheering on the school field,  <lora:lcm-lora-sd15:1.0>|negative_prompt=colorful, vibrant, noisy, blurry, deformed, (deformed, distorted, disfigured:1.3),poorly drawn,bad anatomy,wrong anatomy,extra limb,missing limb,floating limbs,(mutated hands and fingers:1.4),disconnected limbs,mutation,mutated,ugly,disgusting,blurry,amputation|prompt_styles=[]|steps=4|sampler_index=15|latent_index=0|full_quality=True|restore_faces=False|tiling=False|n_iter=1|batch_size=1|cfg_scale=2|clip_skip=1|seed=-1.0|subseed=-1.0|subseed_strength=0|seed_resize_from_h=0|seed_resize_from_w=0||height=512|width=512|enable_hr=False|denoising_strength=0.5|hr_scale=2|hr_upscaler=None|hr_force=False|hr_second_pass_steps=20|hr_resize_x=0|hr_resize_y=0|image_cfg_scale=6|diffusers_guidance_rescale=0.7|refiner_steps=5|refiner_start=0.8|refiner_prompt=|refiner_negative=|override_settings_texts=[]
2023-11-10 18:33:49,352 | sd | INFO | sd_hijack_hypertile | Applying hypertile: unet=256
2023-11-10 18:33:49,912 | sd | INFO | extra_networks_lora | Applying LoRA: ['lcm-lora-sd15'] patch=0.00 load=0.55
2023-11-10 18:33:49,915 | sd | DEBUG | sd_samplers | Sampler: sampler="LCM" config={'num_train_timesteps': 1000, 'beta_start': 0.00085, 'beta_end': 0.012, 'beta_schedule': 'scaled_linear', 'prediction_type': 'epsilon', 'set_alpha_to_one': False, 'rescale_betas_zero_snr': False}
2023-11-10 18:33:50,296 | sd | DEBUG | processing_diffusers | Diffuser pipeline: StableDiffusionPipeline task=DiffusersTaskType.TEXT_2_IMAGE set={'prompt_embeds': torch.Size([1, 77, 768]), 'negative_prompt_embeds': torch.Size([1, 77, 768]), 'guidance_scale': 2, 'generator': device(type='cpu'), 'output_type': 'latent', 'num_inference_steps': 4, 'eta': 1.0, 'guidance_rescale': 0.7, 'height': 512, 'width': 512, 'parser': 'Full parser'}
2023-11-10 18:33:55,481 | sd | DEBUG | processing_diffusers | Moving to CPU: model=UNet
2023-11-10 18:33:57,783 | sd | DEBUG | processing_diffusers | VAE decode: name=baked dtype=torch.float32 upcast=False images=1 latents=torch.Size([1, 4, 64, 64]) time=2.301
2023-11-10 18:33:57,934 | sd | DEBUG | images | Saving: image="outputs\text\00107-epicrealism_naturalSinRC1VAE-Cheerleaders cheering on the school field lora lcm.jpg" type=JPEG size=512x512
2023-11-10 18:33:57,940 | sd | INFO | processing | Processed: images=1 time=8.58 its=0.47 memory={'ram': {'used': 6.58, 'total': 15.93}, 'gpu': {'used': 6.97, 'total': 9.82}, 'retries': 0, 'oom': 0}
2023-11-10 18:34:00,109 | sd | DEBUG | launch | Server alive=True jobs=0 requests=116 uptime=261 memory used=6.58 total=15.93 idle
2023-11-10 18:35:01,370 | sd | DEBUG | txt2img | txt2img: id_task=task(jcm7466an04td0i)|prompt=Cheerleaders cheering on the school field,  <lora:lcm-lora-sd15:1.0>|negative_prompt=colorful, vibrant, noisy, blurry, deformed, (deformed, distorted, disfigured:1.3),poorly drawn,bad anatomy,wrong anatomy,extra limb,missing limb,floating limbs,(mutated hands and fingers:1.4),disconnected limbs,mutation,mutated,ugly,disgusting,blurry,amputation|prompt_styles=[]|steps=4|sampler_index=15|latent_index=0|full_quality=True|restore_faces=False|tiling=False|n_iter=1|batch_size=1|cfg_scale=2|clip_skip=1|seed=-1.0|subseed=-1.0|subseed_strength=0|seed_resize_from_h=0|seed_resize_from_w=0||height=512|width=512|enable_hr=False|denoising_strength=0.5|hr_scale=2|hr_upscaler=None|hr_force=False|hr_second_pass_steps=20|hr_resize_x=0|hr_resize_y=0|image_cfg_scale=6|diffusers_guidance_rescale=0.7|refiner_steps=5|refiner_start=0.8|refiner_prompt=|refiner_negative=|override_settings_texts=[]
2023-11-10 18:35:01,375 | sd | INFO | sd_hijack_hypertile | Applying hypertile: unet=256
2023-11-10 18:35:01,908 | sd | INFO | extra_networks_lora | Applying LoRA: ['lcm-lora-sd15'] patch=0.00 load=0.53
2023-11-10 18:35:01,911 | sd | DEBUG | sd_samplers | Sampler: sampler="LCM" config={'num_train_timesteps': 1000, 'beta_start': 0.00085, 'beta_end': 0.012, 'beta_schedule': 'scaled_linear', 'prediction_type': 'epsilon', 'set_alpha_to_one': False, 'rescale_betas_zero_snr': False}
2023-11-10 18:35:02,056 | sd | DEBUG | processing_diffusers | Diffuser pipeline: StableDiffusionPipeline task=DiffusersTaskType.TEXT_2_IMAGE set={'prompt_embeds': torch.Size([1, 77, 768]), 'negative_prompt_embeds': torch.Size([1, 77, 768]), 'guidance_scale': 2, 'generator': device(type='cpu'), 'output_type': 'latent', 'num_inference_steps': 4, 'eta': 1.0, 'guidance_rescale': 0.7, 'height': 512, 'width': 512, 'parser': 'Full parser'}
2023-11-10 18:35:06,553 | sd | DEBUG | processing_diffusers | Moving to CPU: model=UNet
2023-11-10 18:35:08,872 | sd | DEBUG | processing_diffusers | VAE decode: name=baked dtype=torch.float32 upcast=False images=1 latents=torch.Size([1, 4, 64, 64]) time=2.319
2023-11-10 18:35:08,999 | sd | DEBUG | images | Saving: image="outputs\text\00108-epicrealism_naturalSinRC1VAE-Cheerleaders cheering on the school field lora lcm.jpg" type=JPEG size=512x512
2023-11-10 18:35:09,006 | sd | INFO | processing | Processed: images=1 time=7.63 its=0.52 memory={'ram': {'used': 6.89, 'total': 15.93}, 'gpu': {'used': 6.97, 'total': 9.9}, 'retries': 0, 'oom': 0}
2023-11-10 18:36:00,048 | sd | DEBUG | launch | Server alive=True jobs=0 requests=117 uptime=381 memory used=6.88 total=15.93 idle
2023-11-10 18:36:15,494 | sd | DEBUG | txt2img | txt2img: id_task=task(ll8ifb2uq7dt4z0)|prompt=Cheerleaders cheering on the school field,  <lora:lcm-lora-sd15:1.0>|negative_prompt=colorful, vibrant, noisy, blurry, deformed, (deformed, distorted, disfigured:1.3),poorly drawn,bad anatomy,wrong anatomy,extra limb,missing limb,floating limbs,(mutated hands and fingers:1.4),disconnected limbs,mutation,mutated,ugly,disgusting,blurry,amputation|prompt_styles=[]|steps=8|sampler_index=15|latent_index=0|full_quality=True|restore_faces=False|tiling=False|n_iter=1|batch_size=1|cfg_scale=2|clip_skip=1|seed=-1.0|subseed=-1.0|subseed_strength=0|seed_resize_from_h=0|seed_resize_from_w=0||height=512|width=512|enable_hr=False|denoising_strength=0.5|hr_scale=2|hr_upscaler=None|hr_force=False|hr_second_pass_steps=20|hr_resize_x=0|hr_resize_y=0|image_cfg_scale=6|diffusers_guidance_rescale=0.7|refiner_steps=5|refiner_start=0.8|refiner_prompt=|refiner_negative=|override_settings_texts=[]
2023-11-10 18:36:15,501 | sd | INFO | sd_hijack_hypertile | Applying hypertile: unet=256
2023-11-10 18:36:16,036 | sd | INFO | extra_networks_lora | Applying LoRA: ['lcm-lora-sd15'] patch=0.00 load=0.53
2023-11-10 18:36:16,040 | sd | DEBUG | sd_samplers | Sampler: sampler="LCM" config={'num_train_timesteps': 1000, 'beta_start': 0.00085, 'beta_end': 0.012, 'beta_schedule': 'scaled_linear', 'prediction_type': 'epsilon', 'set_alpha_to_one': False, 'rescale_betas_zero_snr': False}
2023-11-10 18:36:16,204 | sd | DEBUG | processing_diffusers | Diffuser pipeline: StableDiffusionPipeline task=DiffusersTaskType.TEXT_2_IMAGE set={'prompt_embeds': torch.Size([1, 77, 768]), 'negative_prompt_embeds': torch.Size([1, 77, 768]), 'guidance_scale': 2, 'generator': device(type='cpu'), 'output_type': 'latent', 'num_inference_steps': 8, 'eta': 1.0, 'guidance_rescale': 0.7, 'height': 512, 'width': 512, 'parser': 'Full parser'}
2023-11-10 18:36:25,095 | sd | DEBUG | processing_diffusers | Moving to CPU: model=UNet
2023-11-10 18:36:27,330 | sd | DEBUG | processing_diffusers | VAE decode: name=baked dtype=torch.float32 upcast=False images=1 latents=torch.Size([1, 4, 64, 64]) time=2.235
2023-11-10 18:36:27,512 | sd | DEBUG | images | Saving: image="outputs\text\00109-epicrealism_naturalSinRC1VAE-Cheerleaders cheering on the school field lora lcm.jpg" type=JPEG size=512x512
2023-11-10 18:36:27,518 | sd | INFO | processing | Processed: images=1 time=12.01 its=0.67 memory={'ram': {'used': 7.14, 'total': 15.93}, 'gpu': {'used': 6.97, 'total': 9.9}, 'retries': 0, 'oom': 0}
2023-11-10 18:37:59,894 | sd | DEBUG | launch | Server alive=True jobs=0 requests=118 uptime=500 memory used=7.14 total=15.93 idle
2023-11-10 18:38:57,329 | sd | INFO | sd_models | Select: model="lyriel_v16 [ec6f68ea63]"
2023-11-10 18:38:57,331 | sd | DEBUG | sd_models | Load model weights: existing=False target=D:\stable-diffusion-webui-directml\models\Stable-diffusion\lyriel_v16.safetensors info=None
2023-11-10 18:38:57,349 | sd | DEBUG | sd_models | Unload weights model: {'ram': {'used': 7.14, 'total': 15.93}, 'gpu': {'used': 6.97, 'total': 9.9}, 'retries': 0, 'oom': 0}
2023-11-10 18:38:57,732 | sd | DEBUG | devices | gc: collected=36771 device=privateuseone:0 {'ram': {'used': 5.35, 'total': 15.93}, 'gpu': {'used': 6.97, 'total': 9.9}, 'retries': 0, 'oom': 0}
2023-11-10 18:38:57,880 | sd | INFO | devices | Torch override dtype: no-half set
2023-11-10 18:38:57,881 | sd | INFO | devices | Torch override VAE dtype: no-half set
2023-11-10 18:38:57,883 | sd | DEBUG | devices | Desired Torch parameters: dtype=FP16 no-half=True no-half-vae=True upscast=False
2023-11-10 18:38:57,884 | sd | INFO | devices | Setting Torch parameters: device=privateuseone:0 dtype=torch.float32 vae=torch.float32 unet=torch.float32 context=no_grad fp16=True bf16=False
2023-11-10 18:38:57,886 | sd | INFO | sd_models | Autodetect: model="Stable Diffusion" class=StableDiffusionPipeline file="D:\stable-diffusion-webui-directml\models\Stable-diffusion\lyriel_v16.safetensors" size=2034MB
2023-11-10 18:39:01,395 | sd | DEBUG | sd_models | Setting model: pipeline=StableDiffusionPipeline config={'low_cpu_mem_usage': True, 'torch_dtype': torch.float32, 'load_connected_pipeline': True, 'extract_ema': True, 'force_zeros_for_empty_prompt ': True, 'requires_aesthetics_score': False, 'use_safetensors': True}
2023-11-10 18:39:01,397 | sd | DEBUG | sd_models | Setting model: enable VAE slicing
2023-11-10 18:39:01,398 | sd | DEBUG | sd_models | Setting model: enable VAE tiling
2023-11-10 18:39:01,403 | sd | DEBUG | sd_models | Setting model VAE: name=None upcast=True
2023-11-10 18:39:02,166 | sd | INFO | textual_inversion | Load embeddings: loaded=0 skipped=0 time=0.00
2023-11-10 18:39:02,418 | sd | DEBUG | devices | gc: collected=1226 device=privateuseone:0 {'ram': {'used': 5.01, 'total': 15.93}, 'gpu': {'used': 6.97, 'total': 9.9}, 'retries': 0, 'oom': 0}
2023-11-10 18:39:02,423 | sd | INFO | sd_models | Load model: time=4.41 { load=4.41 } native=512 {'ram': {'used': 5.01, 'total': 15.93}, 'gpu': {'used': 6.97, 'total': 9.9}, 'retries': 0, 'oom': 0}
2023-11-10 18:39:02,427 | sd | DEBUG | shared | Save: file="config.json" len=3174
2023-11-10 18:39:02,429 | sd | DEBUG | ui | Setting changed: key=sd_model_checkpoint, value=lyriel_v16 [ec6f68ea63]
2023-11-10 18:39:11,225 | sd | DEBUG | txt2img | txt2img: id_task=task(a6tj9al7v4x400r)|prompt=Cheerleaders cheering on the school field,  <lora:lcm-lora-sd15:1.0>|negative_prompt=colorful, vibrant, noisy, blurry, deformed, (deformed, distorted, disfigured:1.3),poorly drawn,bad anatomy,wrong anatomy,extra limb,missing limb,floating limbs,(mutated hands and fingers:1.4),disconnected limbs,mutation,mutated,ugly,disgusting,blurry,amputation|prompt_styles=[]|steps=8|sampler_index=15|latent_index=0|full_quality=True|restore_faces=False|tiling=False|n_iter=1|batch_size=1|cfg_scale=2|clip_skip=1|seed=-1.0|subseed=-1.0|subseed_strength=0|seed_resize_from_h=0|seed_resize_from_w=0||height=512|width=512|enable_hr=False|denoising_strength=0.5|hr_scale=2|hr_upscaler=None|hr_force=False|hr_second_pass_steps=20|hr_resize_x=0|hr_resize_y=0|image_cfg_scale=6|diffusers_guidance_rescale=0.7|refiner_steps=5|refiner_start=0.8|refiner_prompt=|refiner_negative=|override_settings_texts=[]
2023-11-10 18:39:11,235 | sd | INFO | sd_hijack_hypertile | Applying hypertile: unet=256
2023-11-10 18:39:11,753 | sd | INFO | extra_networks_lora | Applying LoRA: ['lcm-lora-sd15'] patch=0.00 load=0.51
2023-11-10 18:39:11,756 | sd | DEBUG | sd_samplers | Sampler: sampler="LCM" config={'num_train_timesteps': 1000, 'beta_start': 0.00085, 'beta_end': 0.012, 'beta_schedule': 'scaled_linear', 'prediction_type': 'epsilon', 'set_alpha_to_one': False, 'rescale_betas_zero_snr': False}
2023-11-10 18:39:12,121 | sd | DEBUG | processing_diffusers | Diffuser pipeline: StableDiffusionPipeline task=DiffusersTaskType.TEXT_2_IMAGE set={'prompt_embeds': torch.Size([1, 77, 768]), 'negative_prompt_embeds': torch.Size([1, 77, 768]), 'guidance_scale': 2, 'generator': device(type='cpu'), 'output_type': 'latent', 'num_inference_steps': 8, 'eta': 1.0, 'guidance_rescale': 0.7, 'height': 512, 'width': 512, 'parser': 'Full parser'}
2023-11-10 18:39:21,750 | sd | DEBUG | processing_diffusers | Moving to CPU: model=UNet
2023-11-10 18:39:23,995 | sd | DEBUG | processing_diffusers | VAE decode: name=baked dtype=torch.float32 upcast=False images=1 latents=torch.Size([1, 4, 64, 64]) time=2.245
2023-11-10 18:39:24,208 | sd | DEBUG | images | Saving: image="outputs\text\00110-lyriel_v16-Cheerleaders cheering on the school field lora lcm.jpg" type=JPEG size=512x512
2023-11-10 18:39:24,214 | sd | INFO | processing | Processed: images=1 time=12.97 its=0.62 memory={'ram': {'used': 6.61, 'total': 15.93}, 'gpu': {'used': 6.98, 'total': 9.9}, 'retries': 0, 'oom': 0}
2023-11-10 18:39:55,744 | sd | INFO | sd_models | Select: model="photon_v1 [ec41bd2a82]"
2023-11-10 18:39:55,746 | sd | DEBUG | sd_models | Load model weights: existing=False target=D:\stable-diffusion-webui-directml\models\Stable-diffusion\photon_v1.safetensors info=None
2023-11-10 18:39:55,765 | sd | DEBUG | sd_models | Unload weights model: {'ram': {'used': 6.61, 'total': 15.93}, 'gpu': {'used': 6.98, 'total': 9.9}, 'retries': 0, 'oom': 0}
2023-11-10 18:39:56,149 | sd | DEBUG | devices | gc: collected=15761 device=privateuseone:0 {'ram': {'used': 5.33, 'total': 15.93}, 'gpu': {'used': 6.98, 'total': 9.9}, 'retries': 0, 'oom': 0}
2023-11-10 18:39:56,380 | sd | INFO | devices | Torch override dtype: no-half set
2023-11-10 18:39:56,382 | sd | INFO | devices | Torch override VAE dtype: no-half set
2023-11-10 18:39:56,383 | sd | DEBUG | devices | Desired Torch parameters: dtype=FP16 no-half=True no-half-vae=True upscast=False
2023-11-10 18:39:56,384 | sd | INFO | devices | Setting Torch parameters: device=privateuseone:0 dtype=torch.float32 vae=torch.float32 unet=torch.float32 context=no_grad fp16=True bf16=False
2023-11-10 18:39:56,386 | sd | INFO | sd_models | Autodetect: model="Stable Diffusion" class=StableDiffusionPipeline file="D:\stable-diffusion-webui-directml\models\Stable-diffusion\photon_v1.safetensors" size=2034MB
2023-11-10 18:39:59,612 | sd | DEBUG | sd_models | Setting model: pipeline=StableDiffusionPipeline config={'low_cpu_mem_usage': True, 'torch_dtype': torch.float32, 'load_connected_pipeline': True, 'extract_ema': True, 'force_zeros_for_empty_prompt ': True, 'requires_aesthetics_score': False, 'use_safetensors': True}
2023-11-10 18:39:59,614 | sd | DEBUG | sd_models | Setting model: enable VAE slicing
2023-11-10 18:39:59,615 | sd | DEBUG | sd_models | Setting model: enable VAE tiling
2023-11-10 18:39:59,620 | sd | DEBUG | sd_models | Setting model VAE: name=None upcast=True
2023-11-10 18:40:00,103 | sd | DEBUG | launch | Server alive=True jobs=0 requests=119 uptime=621 memory used=8.27 total=15.93 idle
2023-11-10 18:40:00,504 | sd | INFO | textual_inversion | Load embeddings: loaded=0 skipped=0 time=0.00
2023-11-10 18:40:00,744 | sd | DEBUG | devices | gc: collected=1321 device=privateuseone:0 {'ram': {'used': 4.99, 'total': 15.93}, 'gpu': {'used': 6.98, 'total': 9.9}, 'retries': 0, 'oom': 0}
2023-11-10 18:40:00,749 | sd | INFO | sd_models | Load model: time=4.34 { load=4.34 } native=512 {'ram': {'used': 4.99, 'total': 15.93}, 'gpu': {'used': 6.98, 'total': 9.9}, 'retries': 0, 'oom': 0}
2023-11-10 18:40:00,753 | sd | DEBUG | shared | Save: file="config.json" len=3173
2023-11-10 18:40:00,755 | sd | DEBUG | ui | Setting changed: key=sd_model_checkpoint, value=photon_v1 [ec41bd2a82]
2023-11-10 18:40:02,536 | sd | DEBUG | txt2img | txt2img: id_task=task(tp4enyrjhdwclkv)|prompt=Cheerleaders cheering on the school field,  <lora:lcm-lora-sd15:1.0>|negative_prompt=colorful, vibrant, noisy, blurry, deformed, (deformed, distorted, disfigured:1.3),poorly drawn,bad anatomy,wrong anatomy,extra limb,missing limb,floating limbs,(mutated hands and fingers:1.4),disconnected limbs,mutation,mutated,ugly,disgusting,blurry,amputation|prompt_styles=[]|steps=8|sampler_index=15|latent_index=0|full_quality=True|restore_faces=False|tiling=False|n_iter=1|batch_size=1|cfg_scale=2|clip_skip=1|seed=-1.0|subseed=-1.0|subseed_strength=0|seed_resize_from_h=0|seed_resize_from_w=0||height=512|width=512|enable_hr=False|denoising_strength=0.5|hr_scale=2|hr_upscaler=None|hr_force=False|hr_second_pass_steps=20|hr_resize_x=0|hr_resize_y=0|image_cfg_scale=6|diffusers_guidance_rescale=0.7|refiner_steps=5|refiner_start=0.8|refiner_prompt=|refiner_negative=|override_settings_texts=[]
2023-11-10 18:40:02,542 | sd | INFO | sd_hijack_hypertile | Applying hypertile: unet=256
2023-11-10 18:40:03,098 | sd | INFO | extra_networks_lora | Applying LoRA: ['lcm-lora-sd15'] patch=0.00 load=0.55
2023-11-10 18:40:03,102 | sd | DEBUG | sd_samplers | Sampler: sampler="LCM" config={'num_train_timesteps': 1000, 'beta_start': 0.00085, 'beta_end': 0.012, 'beta_schedule': 'scaled_linear', 'prediction_type': 'epsilon', 'set_alpha_to_one': False, 'rescale_betas_zero_snr': False}
2023-11-10 18:40:03,487 | sd | DEBUG | processing_diffusers | Diffuser pipeline: StableDiffusionPipeline task=DiffusersTaskType.TEXT_2_IMAGE set={'prompt_embeds': torch.Size([1, 77, 768]), 'negative_prompt_embeds': torch.Size([1, 77, 768]), 'guidance_scale': 2, 'generator': device(type='cpu'), 'output_type': 'latent', 'num_inference_steps': 8, 'eta': 1.0, 'guidance_rescale': 0.7, 'height': 512, 'width': 512, 'parser': 'Full parser'}
2023-11-10 18:40:13,167 | sd | DEBUG | processing_diffusers | Moving to CPU: model=UNet
2023-11-10 18:40:15,500 | sd | DEBUG | processing_diffusers | VAE decode: name=baked dtype=torch.float32 upcast=False images=1 latents=torch.Size([1, 4, 64, 64]) time=2.332
2023-11-10 18:40:15,601 | sd | DEBUG | images | Saving: image="outputs\text\00111-photon_v1-Cheerleaders cheering on the school field lora lcm.jpg" type=JPEG size=512x512
2023-11-10 18:40:15,607 | sd | INFO | processing | Processed: images=1 time=13.06 its=0.61 memory={'ram': {'used': 6.85, 'total': 15.93}, 'gpu': {'used': 6.98, 'total': 10.19}, 'retries': 0, 'oom': 0}
2023-11-10 18:41:59,955 | sd | DEBUG | launch | Server alive=True jobs=0 requests=120 uptime=741 memory used=6.84 total=15.93 idle
2023-11-10 18:43:59,864 | sd | DEBUG | launch | Server alive=True jobs=0 requests=120 uptime=860 memory used=6.84 total=15.93 idle
2023-11-10 18:45:59,818 | sd | DEBUG | launch | Server alive=True jobs=0 requests=120 uptime=980 memory used=6.84 total=15.93 idle
2023-11-10 18:47:59,947 | sd | DEBUG | launch | Server alive=True jobs=0 requests=120 uptime=1101 memory used=6.84 total=15.93 idle
2023-11-10 18:50:00,107 | sd | DEBUG | launch | Server alive=True jobs=0 requests=120 uptime=1221 memory used=6.84 total=15.93 idle
2023-11-10 18:52:00,243 | sd | DEBUG | launch | Server alive=True jobs=0 requests=120 uptime=1341 memory used=6.84 total=15.93 idle

Backend

Diffusers

Model

SD 1.5

Acknowledgements

vladmandic commented 8 months ago

i understand your issue, but i'm not going over all possible combinations - if hypertile with lcm results in bad quality, it is what it is unless you want to contribute. such edge cases take extreme amount of time for very little return.

patientx commented 8 months ago

Having the same out of memory problems in comfyui as well, so tried hypertile there, the output problem isn't present there. Just sharing my findings

vladmandic commented 8 months ago

i believe you and i'm sure its solvable, but i cannot dedicate time to it.

patientx commented 8 months ago

OK, No problem. Thanks for your hardwork. I found a workaround. Using SDE as a sampler is "slower" but still produces impressive results in just 4 steps.

vladmandic commented 8 months ago

when you report upstream, you can mark that issue here for tracking purposes.