From 8554b0eab2a355c5472c42ccad039b01c7f18d67 Mon Sep 17 00:00:00 2001 From: cmdr2 Date: Wed, 24 May 2023 16:02:53 +0530 Subject: [PATCH] Better reporting of model load errors - sends the report to the browser UI during the next image rendering task --- ui/easydiffusion/model_manager.py | 23 ++++++++++++++++++++++- ui/easydiffusion/renderer.py | 1 + ui/easydiffusion/task_manager.py | 1 + 3 files changed, 24 insertions(+), 1 deletion(-) diff --git a/ui/easydiffusion/model_manager.py b/ui/easydiffusion/model_manager.py index d6a227be..0a1f1b5c 100644 --- a/ui/easydiffusion/model_manager.py +++ b/ui/easydiffusion/model_manager.py @@ -53,15 +53,21 @@ def load_default_models(context: Context): scan_model=context.model_paths[model_type] != None and not context.model_paths[model_type].endswith(".safetensors"), ) + if model_type in context.model_load_errors: + del context.model_load_errors[model_type] except Exception as e: log.error(f"[red]Error while loading {model_type} model: {context.model_paths[model_type]}[/red]") log.exception(e) del context.model_paths[model_type] + context.model_load_errors[model_type] = str(e) # storing the entire Exception can lead to memory leaks + def unload_all(context: Context): for model_type in KNOWN_MODEL_TYPES: unload_model(context, model_type) + if model_type in context.model_load_errors: + del context.model_load_errors[model_type] def resolve_model_to_use(model_name: str = None, model_type: str = None): @@ -132,7 +138,14 @@ def reload_models_if_necessary(context: Context, task_data: TaskData): context.model_paths[model_type] = model_path_in_req action_fn = unload_model if context.model_paths[model_type] is None else load_model - action_fn(context, model_type, scan_model=False) # we've scanned them already + try: + action_fn(context, model_type, scan_model=False) # we've scanned them already + if model_type in context.model_load_errors: + del context.model_load_errors[model_type] + except Exception as e: + log.exception(e) + if action_fn == load_model: + context.model_load_errors[model_type] = str(e) # storing the entire Exception can lead to memory leaks def resolve_model_paths(task_data: TaskData): @@ -149,6 +162,14 @@ def resolve_model_paths(task_data: TaskData): task_data.use_upscale = resolve_model_to_use(task_data.use_upscale, "realesrgan") +def fail_if_models_did_not_load(context: Context): + for model_type in KNOWN_MODEL_TYPES: + if model_type in context.model_load_errors: + e = context.model_load_errors[model_type] + raise Exception(f"Could not load the {model_type} model! Reason: " + e) + # concat 'e', don't use in format string (injection attack) + + def set_vram_optimizations(context: Context): config = app.getConfig() vram_usage_level = config.get("vram_usage_level", "balanced") diff --git a/ui/easydiffusion/renderer.py b/ui/easydiffusion/renderer.py index c60c42df..e2dae34f 100644 --- a/ui/easydiffusion/renderer.py +++ b/ui/easydiffusion/renderer.py @@ -33,6 +33,7 @@ def init(device): context.stop_processing = False context.temp_images = {} context.partial_x_samples = None + context.model_load_errors = {} from easydiffusion import app diff --git a/ui/easydiffusion/task_manager.py b/ui/easydiffusion/task_manager.py index c11acbec..a91cd9c6 100644 --- a/ui/easydiffusion/task_manager.py +++ b/ui/easydiffusion/task_manager.py @@ -336,6 +336,7 @@ def thread_render(device): current_state = ServerStates.LoadingModel model_manager.resolve_model_paths(task.task_data) model_manager.reload_models_if_necessary(renderer.context, task.task_data) + model_manager.fail_if_models_did_not_load(renderer.context) current_state = ServerStates.Rendering task.response = renderer.make_images(