Repository: stable-diffusion-webui
Issue: Hanging on 100% issue
Labels: bug-report

### What happened?

So the issue of the program getting stuck at 100% has been reported multiple times. In my case it seems to happen after changing the prompt, it'll run a hundred of the same prompt just fine but if I change it even slightly it'll have a chance to delay the final step for who knows how long (it took an hour once).

I only just started to use live preview (it existed before I did) and can see that every step before the final is done quickly, `so can I just change the code on my end so that it preemptively stops 1 step before the final and then save it as it would normally, skipping the 100% delay issue?`

I'm not familiar with the project's code so I have no idea what would need changing to do this.

### Steps to reproduce the problem

Generate
Change prompt.
Generate with a chance for delay.

### What should have happened?

No delay at 100%. What is usually a minute per gen can take upwards of 10 minutes at times.

### SysInfo

<details><summary>SysInfo</summary>
<p>

```json
{
    "Platform": "Windows-10-10.0.19045-SP0",
    "Python": "3.10.11",
    "Version": "v1.7.0",
    "Commit": "cf2772fab0af5573da775e7437e6acdca424f26e",
    "Script path": "X:\\stable-diffusion-webui",
    "Data path": "X:\\stable-diffusion-webui",
    "Extensions dir": "X:\\stable-diffusion-webui\\extensions",
    "Checksum": "ecd5c9bebbb2be1e878bbaf7a6c61e12ec2ff24f240964e4170521e23feaa64a",
    "Commandline": [
        "launch.py",
        "--xformers"
    ],
    "Torch env info": {
        "torch_version": "2.0.1+cu118",
        "is_debug_build": "False",
        "cuda_compiled_version": "11.8",
        "gcc_version": null,
        "clang_version": null,
        "cmake_version": null,
        "os": "Microsoft Windows 10 Home",
        "libc_version": "N/A",
        "python_version": "3.10.11 (tags/v3.10.11:7d4cc5a, Apr  5 2023, 00:38:17) [MSC v.1929 64 bit (AMD64)] (64-bit runtime)",
        "python_platform": "Windows-10-10.0.19045-SP0",
        "is_cuda_available": "True",
        "cuda_runtime_version": "11.8.89\r",
        "cuda_module_loading": "LAZY",
        "nvidia_driver_version": "546.17",
        "nvidia_gpu_models": "GPU 0: NVIDIA GeForce RTX 2060",
        "cudnn_version": null,
        "pip_version": "pip3",
        "pip_packages": [
            "numpy==1.23.5",
            "open-clip-torch==2.20.0",
            "pytorch-lightning==1.9.4",
            "torch==2.0.1+cu118",
            "torchdiffeq==0.2.3",
            "torchmetrics==1.2.0",
            "torchsde==0.2.6",
            "torchvision==0.15.2+cu118"
        ],
        "conda_packages": null,
        "hip_compiled_version": "N/A",
        "hip_runtime_version": "N/A",
        "miopen_runtime_version": "N/A",
        "caching_allocator_config": "",
        "is_xnnpack_available": "True",
        "cpu_info": [
            "Architecture=9",
            "CurrentClockSpeed=3000",
            "DeviceID=CPU0",
            "Family=198",
            "L2CacheSize=2048",
            "L2CacheSpeed=",
            "Manufacturer=GenuineIntel",
            "MaxClockSpeed=3000",
            "Name=Intel(R) Core(TM) i7-9700 CPU @ 3.00GHz",
            "ProcessorType=3",
            "Revision="
        ]
    },
    "Exceptions": [
        {
            "exception": "A tensor with all NaNs was produced in VAE. This could be because there's not enough precision to represent the picture. Try adding --no-half-vae commandline argument to fix this. Use --disable-nan-check commandline argument to disable this check.",
            "traceback": [
                [
                    "X:\\stable-diffusion-webui\\modules\\processing.py, line 600, decode_latent_batch",
                    "devices.test_for_nans(sample, \"vae\")"
                ],
                [
                    "X:\\stable-diffusion-webui\\modules\\devices.py, line 150, test_for_nans",
                    "raise NansException(message)"
                ]
            ]
        }
    ],
    "CPU": {
        "model": "Intel64 Family 6 Model 158 Stepping 13, GenuineIntel",
        "count logical": 8,
        "count physical": 8
    },
    "RAM": {
        "total": "48GB",
        "used": "24GB",
        "free": "24GB"
    },
    "Extensions": [
        {
            "name": "a1111-sd-webui-tagcomplete",
            "path": "X:\\stable-diffusion-webui\\extensions\\a1111-sd-webui-tagcomplete",
            "version": "3eef536b",
            "branch": "main",
            "remote": "https://github.com/DominikDoom/a1111-sd-webui-tagcomplete.git"
        },
        {
            "name": "sd-dynamic-prompts",
            "path": "X:\\stable-diffusion-webui\\extensions\\sd-dynamic-prompts",
            "version": "1567e787",
            "branch": "main",
            "remote": "https://github.com/adieyal/sd-dynamic-prompts.git"
        },
        {
            "name": "sd-webui-controlnet",
            "path": "X:\\stable-diffusion-webui\\extensions\\sd-webui-controlnet",
            "version": "aa3e2055",
            "branch": "main",
            "remote": "https://github.com/Mikubill/sd-webui-controlnet.git"
        },
        {
            "name": "sd-webui-regional-prompter",
            "path": "X:\\stable-diffusion-webui\\extensions\\sd-webui-regional-prompter",
            "version": "50493ec0",
            "branch": "main",
            "remote": "https://github.com/hako-mikan/sd-webui-regional-prompter.git"
        }
    ],
    "Inactive extensions": [
    ],
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        "COMMANDLINE_ARGS": "--xformers",
        "GRADIO_ANALYTICS_ENABLED": "False"
    },
    "Config": {
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        "samples_format": "png",
        "samples_filename_pattern": "[seed]",
        "save_images_add_number": true,
        "grid_save": true,
        "grid_format": "jpg",
        "grid_extended_filename": false,
        "grid_only_if_multiple": true,
        "grid_prevent_empty_spots": false,
        "grid_zip_filename_pattern": "",
        "n_rows": -1,
        "font": "",
        "grid_text_active_color": "#000000",
        "grid_text_inactive_color": "#999999",
        "grid_background_color": "#ffffff",
        "enable_pnginfo": true,
        "save_txt": false,
        "save_images_before_face_restoration": false,
        "save_images_before_highres_fix": false,
        "save_images_before_color_correction": false,
        "save_mask": false,
        "save_mask_composite": false,
        "jpeg_quality": 80,
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        "export_for_4chan": true,
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        "use_original_name_batch": true,
        "use_upscaler_name_as_suffix": false,
        "save_selected_only": true,
        "save_init_img": false,
        "temp_dir": "",
        "clean_temp_dir_at_start": false,
        "outdir_samples": "",
        "outdir_txt2img_samples": "X:\\txt2img",
        "outdir_img2img_samples": "X:\\img2img",
        "outdir_extras_samples": "outputs/extras-images",
        "outdir_grids": "",
        "outdir_txt2img_grids": "X:\\txt2img-grids",
        "outdir_img2img_grids": "X:\\img2img-grids",
        "outdir_save": "log/images",
        "outdir_init_images": "outputs/init-images",
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        "grid_save_to_dirs": false,
        "use_save_to_dirs_for_ui": false,
        "directories_filename_pattern": "[date]",
        "directories_max_prompt_words": 8,
        "ESRGAN_tile": 192,
        "ESRGAN_tile_overlap": 8,
        "realesrgan_enabled_models": [
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            "R-ESRGAN 4x+ Anime6B"
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        "upscaler_for_img2img": null,
        "face_restoration_model": "CodeFormer",
        "code_former_weight": 0.5,
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        "show_warnings": true,
        "memmon_poll_rate": 8,
        "samples_log_stdout": false,
        "multiple_tqdm": true,
        "print_hypernet_extra": true,
        "list_hidden_files": true,
        "disable_mmap_load_safetensors": false,
        "unload_models_when_training": false,
        "pin_memory": false,
        "save_optimizer_state": false,
        "save_training_settings_to_txt": true,
        "dataset_filename_word_regex": "",
        "dataset_filename_join_string": " ",
        "training_image_repeats_per_epoch": 1,
        "training_write_csv_every": 500,
        "training_xattention_optimizations": false,
        "training_enable_tensorboard": false,
        "training_tensorboard_save_images": false,
        "training_tensorboard_flush_every": 120,
        "sd_model_checkpoint": "",
        "sd_checkpoint_cache": 0,
        "sd_vae_checkpoint_cache": 0,
        "sd_vae": "nai.vae.pt",
        "sd_vae_as_default": true,
        "sd_unet": "Automatic",
        "inpainting_mask_weight": 1.0,
        "initial_noise_multiplier": 1.0,
        "img2img_color_correction": false,
        "img2img_fix_steps": false,
        "img2img_background_color": "#ffffff",
        "enable_quantization": false,
        "enable_emphasis": true,
        "enable_batch_seeds": true,
        "comma_padding_backtrack": 20,
        "CLIP_stop_at_last_layers": 2,
        "upcast_attn": false,
        "auto_vae_precision": true,
        "randn_source": "GPU",
        "sdxl_crop_top": 0,
        "sdxl_crop_left": 0,
        "sdxl_refiner_low_aesthetic_score": 2.5,
        "sdxl_refiner_high_aesthetic_score": 6.0,
        "cross_attention_optimization": "Automatic",
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        "token_merging_ratio": 0,
        "token_merging_ratio_img2img": 0,
        "token_merging_ratio_hr": 0,
        "pad_cond_uncond": false,
        "experimental_persistent_cond_cache": false,
        "use_old_emphasis_implementation": false,
        "use_old_karras_scheduler_sigmas": false,
        "no_dpmpp_sde_batch_determinism": false,
        "use_old_hires_fix_width_height": false,
        "dont_fix_second_order_samplers_schedule": false,
        "hires_fix_use_firstpass_conds": false,
        "interrogate_keep_models_in_memory": false,
        "interrogate_return_ranks": false,
        "interrogate_clip_num_beams": 1,
        "interrogate_clip_min_length": 24,
        "interrogate_clip_max_length": 48,
        "interrogate_clip_dict_limit": 1500,
        "interrogate_clip_skip_categories": [],
        "interrogate_deepbooru_score_threshold": 0.5,
        "deepbooru_sort_alpha": true,
        "deepbooru_use_spaces": true,
        "deepbooru_escape": true,
        "deepbooru_filter_tags": "",
        "extra_networks_show_hidden_directories": true,
        "extra_networks_hidden_models": "When searched",
        "extra_networks_default_multiplier": 1.0,
        "extra_networks_card_width": 0,
        "extra_networks_card_height": 0,
        "extra_networks_card_text_scale": 1.0,
        "extra_networks_card_show_desc": true,
        "extra_networks_add_text_separator": " ",
        "ui_extra_networks_tab_reorder": "",
        "textual_inversion_print_at_load": false,
        "textual_inversion_add_hashes_to_infotext": true,
        "sd_hypernetwork": "None",
        "localization": "None",
        "gradio_theme": "Default",
        "img2img_editor_height": 720,
        "return_grid": true,
        "return_mask": false,
        "return_mask_composite": false,
        "do_not_show_images": false,
        "send_seed": true,
        "send_size": true,
        "js_modal_lightbox": true,
        "js_modal_lightbox_initially_zoomed": true,
        "js_modal_lightbox_gamepad": false,
        "js_modal_lightbox_gamepad_repeat": 250,
        "show_progress_in_title": true,
        "samplers_in_dropdown": true,
        "dimensions_and_batch_together": true,
        "keyedit_precision_attention": 0.1,
        "keyedit_precision_extra": 0.05,
        "keyedit_delimiters": ".,\\/!?%^*;:{}=`~()",
        "keyedit_move": true,
        "quicksettings_list": [
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        ],
        "ui_tab_order": [],
        "hidden_tabs": [],
        "ui_reorder_list": [],
        "hires_fix_show_sampler": true,
        "hires_fix_show_prompts": true,
        "disable_token_counters": false,
        "add_model_hash_to_info": true,
        "add_model_name_to_info": true,
        "add_user_name_to_info": false,
        "add_version_to_infotext": true,
        "disable_weights_auto_swap": true,
        "infotext_styles": "Apply if any",
        "show_progressbar": true,
        "live_previews_enable": true,
        "live_previews_image_format": "jpeg",
        "show_progress_grid": false,
        "show_progress_every_n_steps": 2,
        "show_progress_type": "Approx NN",
        "live_preview_content": "Prompt",
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        "eta_ancestral": 1.0,
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        "rho": 0.0,
        "eta_noise_seed_delta": 0,
        "always_discard_next_to_last_sigma": false,
        "uni_pc_variant": "bh1",
        "uni_pc_skip_type": "time_uniform",
        "uni_pc_order": 3,
        "uni_pc_lower_order_final": true,
        "postprocessing_enable_in_main_ui": [],
        "postprocessing_operation_order": [],
        "upscaling_max_images_in_cache": 5,
        "disabled_extensions": [],
        "disable_all_extensions": "none",
        "restore_config_state_file": "",
        "sd_checkpoint_hash": "",
        "ldsr_steps": 100,
        "ldsr_cached": false,
        "SCUNET_tile": 256,
        "SCUNET_tile_overlap": 8,
        "SWIN_tile": 192,
        "SWIN_tile_overlap": 8,
        "lora_functional": false,
        "sd_lora": "None",
        "lora_preferred_name": "Alias from file",
        "lora_add_hashes_to_infotext": false,
        "lora_show_all": false,
        "lora_hide_unknown_for_versions": [],
        "extra_options": [],
        "extra_options_accordion": false,
        "canvas_hotkey_zoom": "Alt",
        "canvas_hotkey_adjust": "Ctrl",
        "canvas_hotkey_move": "F",
        "canvas_hotkey_fullscreen": "S",
        "canvas_hotkey_reset": "R",
        "canvas_hotkey_overlap": "O",
        "canvas_show_tooltip": true,
        "canvas_blur_prompt": false,
        "canvas_disabled_functions": [
            "Overlap"
        ],
        "sd_vae_overrides_per_model_preferences": false,
        "hypertile_enable_unet": false,
        "hypertile_enable_unet_secondpass": false,
        "hypertile_max_depth_unet": 3,
        "hypertile_max_tile_unet": 256,
        "hypertile_swap_size_unet": 3,
        "hypertile_enable_vae": false,
        "hypertile_max_depth_vae": 3,
        "hypertile_max_tile_vae": 128,
        "hypertile_swap_size_vae": 3,
        "tac_tagFile": "danbooru.csv",
        "tac_active": true,
        "tac_activeIn.txt2img": true,
        "tac_activeIn.img2img": true,
        "tac_activeIn.negativePrompts": true,
        "tac_activeIn.thirdParty": true,
        "tac_activeIn.modelList": "",
        "tac_activeIn.modelListMode": "Blacklist",
        "tac_slidingPopup": true,
        "tac_maxResults": 5,
        "tac_showAllResults": false,
        "tac_resultStepLength": 100,
        "tac_delayTime": 100,
        "tac_useWildcards": true,
        "tac_sortWildcardResults": true,
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        "tac_showExtraNetworkPreviews": true,
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        "tac_chantFile": "demo-chants.json",
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        "save_images_replace_action": "Replace",
        "save_incomplete_images": false,
        "notification_audio": true,
        "notification_volume": 100,
        "use_old_scheduling": false,
        "extra_networks_dir_button_function": false,
        "extra_networks_card_order_field": "Path",
        "extra_networks_card_order": "Ascending",
        "lora_in_memory_limit": 0,
        "persistent_cond_cache": true,
        "batch_cond_uncond": true,
        "s_tmax": 0,
        "sgm_noise_multiplier": false,
        "sd_checkpoints_limit": 1,
        "sd_checkpoints_keep_in_cpu": true,
        "tiling": false,
        "hires_fix_refiner_pass": "second pass",
        "sd_vae_encode_method": "Full",
        "sd_vae_decode_method": "Full",
        "img2img_extra_noise": 0,
        "img2img_sketch_default_brush_color": "#ffffff",
        "img2img_inpaint_mask_brush_color": "#ffffff",
        "img2img_inpaint_sketch_default_brush_color": "#ffffff",
        "img2img_batch_show_results_limit": 32,
        "gallery_height": "",
        "add_vae_name_to_info": true,
        "add_vae_hash_to_info": true,
        "infotext_skip_pasting": [],
        "live_preview_allow_lowvram_full": false,
        "live_preview_fast_interrupt": false,
        "js_live_preview_in_modal_lightbox": false,
        "keyedit_delimiters_whitespace": [
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        "extra_options_img2img": [],
        "extra_options_cols": 1,
        "compact_prompt_box": false,
        "sd_checkpoint_dropdown_use_short": false,
        "txt2img_settings_accordion": false,
        "img2img_settings_accordion": false,
        "gradio_themes_cache": true,
        "api_enable_requests": true,
        "api_forbid_local_requests": true,
        "api_useragent": "",
        "auto_launch_browser": "Disable",
        "enable_console_prompts": false,
        "show_gradio_deprecation_warnings": true,
        "hide_ldm_prints": true,
        "dump_stacks_on_signal": false,
        "face_restoration": false,
        "postprocessing_existing_caption_action": "Ignore",
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        "tac_skipWildcardRefresh": false,
        "tac_useLoraPrefixForLycos": true,
        "tac_modelSortOrder": "Name",
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        "tac_frequencySort": true,
        "tac_frequencyFunction": "Logarithmic (weak)",
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        "tac_frequencyMaxAge": 30,
        "tac_frequencyRecommendCap": 10,
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        "dp_ignore_whitespace": false,
        "dp_write_raw_template": false,
        "dp_write_prompts_to_file": false,
        "dp_parser_variant_start": "{",
        "dp_parser_variant_end": "}",
        "dp_parser_wildcard_wrap": "__",
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        "dp_auto_purge_cache": false,
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        "dp_wildcard_manager_no_sort": false,
        "dp_wildcard_manager_shuffle": false,
        "dp_magicprompt_default_model": "Gustavosta/MagicPrompt-Stable-Diffusion",
        "dp_magicprompt_batch_size": 1,
        "control_net_detectedmap_dir": "detected_maps",
        "control_net_models_path": "",
        "control_net_modules_path": "",
        "control_net_unit_count": 3,
        "control_net_model_cache_size": 2,
        "control_net_inpaint_blur_sigma": 7,
        "control_net_no_detectmap": false,
        "control_net_detectmap_autosaving": false,
        "control_net_allow_script_control": false,
        "control_net_sync_field_args": true,
        "controlnet_show_batch_images_in_ui": false,
        "controlnet_increment_seed_during_batch": false,
        "controlnet_disable_openpose_edit": false,
        "controlnet_disable_photopea_edit": false,
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        "controlnet_clip_detector_on_cpu": false,
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        "regprp_debug": false,
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    "Startup": {
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}
```

</p>
</details>