Upload app-2.py

app-2.py

@@ -0,0 +1,291 @@
+import gradio as gr
+from random import randint
+from all_models import models
+import torch
+import os
+
+os.environ["CUDA_VISIBLE_DEVICES"] = ""  # Отключаем CUDA
+
+
+device = "cpu"  # Используем CPU
+model_repo_id = "stabilityai/sdxl-turbo"
+
+torch_dtype = torch.float32  # Тип данных для CPU
+
+
+
+def load_fn(models):
+    global models_load
+    models_load = {}
+    for model in models:
+        if model not in models_load.keys():
+            try:
+                m = gr.load(f'models/{model}')
+            except Exception as error:
+                m = gr.Interface(lambda txt: None, ['text'], ['image'])
+            models_load.update({model: m})
+
+load_fn(models)
+
+num_models = len(models)
+default_models = models[:num_models]
+
+def extend_choices(choices):
+    return choices + (num_models - len(choices)) * ['NA']
+
+def update_imgbox(choices):
+    choices_plus = extend_choices(choices)
+    return [gr.Image(None, label=m, visible=(m != 'NA'), elem_id="custom_image") for m in choices_plus]
+
+def gen_fn(model_str, prompt):
+    if model_str == 'NA':
+        return None
+    noise = str(randint(0, 9999999))
+    return models_load[model_str](f'{prompt} {noise}')
+
+def make_me():
+    with gr.Row():
+        with gr.Column(scale=1):
+            txt_input = gr.Textbox(
+                label='Your prompt:',
+                lines=3,
+                container=False,
+                elem_id="custom_textbox",
+                placeholder="Prompt"
+            )
+            with gr.Row(): 
+                gen_button = gr.Button('Generate images', elem_id="custom_gen_button")
+                stop_button = gr.Button('Stop', variant='secondary', interactive=False, elem_id="custom_stop_button")
+                
+                def on_generate_click():
+                    return gr.Button('Generate images', elem_id="custom_gen_button"), gr.Button('Stop', variant='secondary', interactive=True, elem_id="custom_stop_button")
+                
+                def on_stop_click():
+                    return gr.Button('Generate images', elem_id="custom_gen_button"), gr.Button('Stop', variant='secondary', interactive=False, elem_id="custom_stop_button")
+                
+                gen_button.click(on_generate_click, inputs=None, outputs=[gen_button, stop_button])
+                stop_button.click(on_stop_click, inputs=None, outputs=[gen_button, stop_button])
+    
+    # Делим вывод изображений на два ряда
+    with gr.Row():
+        half = len(default_models) // 2
+        output_row1 = [gr.Image(label=m, min_width=250, height=250, elem_id="custom_image") for m in default_models[:half]]
+        output_row2 = [gr.Image(label=m, min_width=250, height=250, elem_id="custom_image") for m in default_models[half:]]
+        current_models_row1 = [gr.Textbox(m, visible=False) for m in default_models[:half]]
+        current_models_row2 = [gr.Textbox(m, visible=False) for m in default_models[half:]]
+        
+        # Первый ряд изображений
+        for m, o in zip(current_models_row1, output_row1):
+            gen_event = gen_button.click(gen_fn, [m, txt_input], o)
+            stop_button.click(on_stop_click, inputs=None, outputs=[gen_button, stop_button], cancels=[gen_event])
+        
+        # Второй ряд изображений
+        for m, o in zip(current_models_row2, output_row2):
+            gen_event = gen_button.click(gen_fn, [m, txt_input], o)
+            stop_button.click(on_stop_click, inputs=None, outputs=[gen_button, stop_button], cancels=[gen_event])
+    
+    # Разделяем чекбоксы на два ряда
+    with gr.Accordion('Model selection', elem_id="custom_accordion"):
+        half = len(models) // 2
+        model_choice_row1 = models[:half]
+        model_choice_row2 = models[half:]
+        
+        model_choice1 = gr.CheckboxGroup(
+            model_choice_row1,
+            label=f'{len(model_choice_row1)} models selected',
+            value=default_models[:half],
+            interactive=True,
+            elem_id="custom_checkbox_group"
+        )
+        model_choice2 = gr.CheckboxGroup(
+            model_choice_row2,
+            label=f'{len(model_choice_row2)} models selected',
+            value=default_models[half:],
+            interactive=True,
+            elem_id="custom_checkbox_group"
+        )
+        
+        # Обновляем первый ряд
+        model_choice1.change(update_imgbox, model_choice1, output_row1)
+        model_choice1.change(extend_choices, model_choice1, current_models_row1)
+        
+        # Обновляем второй ряд
+        model_choice2.change(update_imgbox, model_choice2, output_row2)
+        model_choice2.change(extend_choices, model_choice2, current_models_row2)
+
+    with gr.Row():
+        gr.HTML("")
+
+custom_css = """
+:root {
+    --body-background-fill: #2d3d4f;
+}
+
+body {
+    background-color: var(--body-background-fill) !important;
+    color: #2d3d4f;
+    margin: 0;
+    padding: 0;
+    font-family: Arial, sans-serif;
+    height: 100vh;
+    overflow-y: auto;
+}
+
+.gradio-container {
+    background-color: #2d3d4f;
+    color: #c5c6c7;
+    padding: 20px;
+    border-radius: 8px;
+    box-shadow: 0 4px 8px rgba(0, 0, 0, 0.2);
+    width: 100%;
+    max-width: 1200px;
+    margin: 20px auto;
+    display: block;
+    min-height: 100vh;
+}
+
+.app_title {
+    background-color: #2d3d4f;
+    color: #c5c6c7;
+    padding: 10px 20px;
+    border-bottom: 1px solid #3b4252;
+    text-align: center;
+    font-size: 24px;
+    font-weight: bold;
+    width: 100%;
+    box-sizing: border-box;
+    margin-bottom: 20px;
+}
+
+.custom_textbox {
+    background-color: #2d343f;
+    border: 1px solid #3b4252;
+    color: #7f8184;
+    padding: 10px;
+    border-radius: 4px;
+    margin-bottom: 10px;
+    width: 100%;
+    box-sizing: border-box;
+}
+
+.custom_gen_button {
+    background-color: #8b38ff;
+    border: 1px solid #ffffff;
+    color: blue;
+    padding: 15px 32px;
+    text-align: center;
+    text-decoration: none;
+    display: inline-block;
+    font-size: 16px;
+    margin: 4px 2px;
+    cursor: pointer;
+    box-shadow: 0 4px 8px rgba(0, 0, 0, 0.2);
+    transition: transform 0.2s, box-shadow 0.2s;
+    border-radius: 4px;
+}
+.custom_gen_button:hover {
+    transform: translateY(-2px);
+    box-shadow: 0 6px 10px rgba(0, 0, 0, 0.3);
+}
+.custom_stop_button {
+    background-color: #6200ea;
+    border: 1px solid #ffffff;
+    color: blue;
+    padding: 15px 32px;
+    text-align: center;
+    text-decoration: none;
+    display: inline-block;
+    font-size: 16px;
+    margin: 4px 2px;
+    cursor: pointer;
+    box-shadow: 0 4px 8px rgba(0, 0, 0, 0.2);
+    transition: transform 0.2s, box-shadow 0.2s;
+    border-radius: 4px;
+}
+.custom_stop_button:hover {
+    transform: translateY(-2px);
+    box-shadow: 0 6px 10px rgba(0, 0, 0, 0.3);
+}
+
+.custom_image {
+    border: 1px solid #3b4252;
+    background-color: #2d343f;
+    border-radius: 4px;
+    margin: 10px;
+    max-width: 100%;
+    box-sizing: border-box;
+}
+
+.custom_accordion {
+    background-color: #2d3d4f;
+    color: #7f8184;
+    border: 1px solid #3b4252;
+    border-radius: 4px;
+    margin-top: 20px;
+    width: 100%;
+    box-sizing: border-box;
+    transition: margin 0.2s ease;
+}
+
+.custom_accordion .gr-accordion-header {
+    background-color: #2d3d4f;
+    color: #7f8184;
+    padding: 10px 20px;
+    border-bottom: 1px solid #5b6270;
+    cursor: pointer;
+    font-size: 18px;
+    font-weight: bold;
+    height: 40px;
+    display: flex;
+    align-items: center;
+}
+
+.custom_accordion .gr-accordion-header:hover {
+    background-color: #2d3d4f;
+}
+
+.custom_accordion .gr-accordion-content {
+    padding: 10px 20px;
+    background-color: #2d3d4f;
+    border-top: 1px solid #5b6270;
+    max-height: 0;
+    overflow: hidden;
+    transition: max-height 0.2s ease;
+}
+
+.custom_accordion .gr-accordion-content.open {
+    max-height: 500px;
+}
+
+.custom_checkbox_group {
+    background-color: #2d343f;
+    border: 1px solid #3b4252;
+    color: #7f8184;
+    border-radius: 4px;
+    padding: 10px;
+    width: 100%;
+    box-sizing: border-box;
+}
+
+@media (max-width: 768px) {
+   .gradio-container {
+        width: 100%;
+        margin: 0;
+        padding: 10px;
+    }
+   .custom_textbox,.custom_image,.custom_checkbox_group {
+        width: 100%;
+        box-sizing: border-box;
+    }
+}
+"""
+
+with gr.Blocks(css=custom_css) as demo: 
+    make_me()
+# Очередь и запуск интерфейса с параметрами
+demo.queue(default_concurrency_limit=340, max_size=400)
+demo.launch(max_threads=400, ssr_mode=False)
+
+
+demo.queue(concurrency_count=50)
+demo.launch()