diff --git a/backend/__pycache__/config.cpython-314.pyc b/backend/__pycache__/config.cpython-314.pyc
index 91481c3..f477bbb 100644
Binary files a/backend/__pycache__/config.cpython-314.pyc and b/backend/__pycache__/config.cpython-314.pyc differ
diff --git a/backend/app.py b/backend/app.py
index d558cf0..91d209b 100644
--- a/backend/app.py
+++ b/backend/app.py
@@ -2,6 +2,7 @@ from flask import Flask, request, jsonify, send_from_directory
 from flask_cors import CORS
 import json
 import os
+import time
 import requests
 import base64
 from io import BytesIO
@@ -15,29 +16,40 @@ CORS(app)  # 启用CORS，允许跨域请求
 # 加载发型数据
 def load_hairstyles_from_file():
     """
-    从hair_res.txt文件加载发型数据
+    从hairId2url.txt文件加载发型数据
+    解析文件中的发型ID和URL对应关系
     """
     hairstyles = []
     try:
-        # 读取hair_res.txt文件
-        with open('../hair_res.txt', 'r', encoding='utf-8') as f:
+        # 读取hairId2url.txt文件
+        with open('../hairId2url.txt', 'r', encoding='utf-8') as f:
             lines = f.readlines()
         
-        # 解析文件内容，提取图片URL
-        for i, line in enumerate(lines):
+        # 解析文件内容，提取发型ID和URL
+        for line in lines:
             line = line.strip()
-            # 查找以https开头的行，这些是图片URL
-            if line.startswith('https://'):
-                # 生成发型ID和名称
-                hairstyle_id = f'hair_{i:03d}'
-                hairstyle_name = f'发型{i}'
-                
-                # 添加到发型列表
-                hairstyles.append({
-                    'id': hairstyle_id,
-                    'name': hairstyle_name,
-                    'image_url': line
-                })
+            
+            # 查找包含 -> 分隔符的行，这些是发型ID和URL的映射
+            if '->' in line and '.jpg' in line:
+                # 分割行获取文件名和URL
+                parts = line.split('->')
+                if len(parts) == 2:
+                    filename = parts[0].strip()
+                    url = parts[1].strip()
+                    
+                    # 提取发型ID（去掉.jpg后缀）
+                    if filename.endswith('.jpg'):
+                        hair_id = filename[:-4]
+                        
+                        # 生成发型名称
+                        hairstyle_name = f'发型{hair_id[-4:]}'
+                        
+                        # 添加到发型列表
+                        hairstyles.append({
+                            'id': hair_id,
+                            'name': hairstyle_name,
+                            'image_url': url
+                        })
     except Exception as e:
         print(f'加载发型数据失败: {str(e)}')
     
@@ -129,30 +141,89 @@ def allowed_file(filename):
 def call_remote_api(image_data, hairstyle_id):
     """
     调用远程API处理图片
-    注意：这里是模拟实现，实际项目中需要根据远程API的要求进行调整
+    根据test_hair.py的实现方式
     """
     try:
-        # 构建请求数据
-        # 注意：这里需要根据远程API的实际要求调整请求格式
-        files = {'image': ('upload.jpg', BytesIO(image_data), 'image/jpeg')}
-        data = {'hairstyle_id': hairstyle_id}
+        # 将图片数据转换为base64格式
+        encoded_string = base64.b64encode(image_data).decode('utf-8')
+        img64_str = f"data:image/jpeg;base64,{encoded_string}"
+        
+        # 构建请求数据（参考test_hair.py的格式）
+        data = {
+            "hair_id": hairstyle_id,
+            "task_id": f"task_{int(time.time())}",  # 生成唯一的任务ID
+            "user_img_path": img64_str,
+            "is_hr": "false",
+            "output_format": "base64"
+        }
+        
+        # 打印传入的参数（只打印部分信息，避免日志过长）
+        print("=== 调用远程API参数 ===")
+        print(f"hair_id: {hairstyle_id}")
+        print(f"task_id: {data['task_id']}")
+        print(f"is_hr: {data['is_hr']}")
+        print(f"output_format: {data['output_format']}")
+        print(f"user_img_path 长度: {len(img64_str)}")
+        print(f"user_img_path 前缀: {img64_str[:50]}...")  # 只打印前缀
+        print("====================")
+        
+        # 设置请求头（参考test_hair.py）
+        headers = {'Content-Type': 'application/json'}
         
         # 发送请求到远程API
-        # 注意：实际项目中需要替换为真实的远程API地址
-        # response = requests.post(
-        #     app.config['REMOTE_API_URL'],
-        #     files=files,
-        #     data=data,
-        #     timeout=app.config['API_TIMEOUT']
-        # )
+        print(f"发送请求到: {app.config['REMOTE_API_URL']}")
+        response = requests.post(
+            app.config['REMOTE_API_URL'],
+            headers=headers,
+            json=data,
+            timeout=app.config['API_TIMEOUT']
+        )
         
-        # 模拟远程API返回结果
-        # 这里简单返回原始图片数据作为模拟结果
-        # 实际项目中应该使用远程API的返回结果
-        return image_data
+        # 打印响应状态
+        print(f"响应状态码: {response.status_code}")
+        print(f"响应内容长度: {len(response.text)}")
+        # 只打印响应内容的前100个字符，避免base64数据过长
+        response_text = response.text
+        if len(response_text) > 100:
+            print(f"响应内容: {response_text[:100]}...")
+        else:
+            print(f"响应内容: {response_text}")
+        
+        # 解析响应数据
+        response_data = response.json()
+        
+        # 检查响应状态
+        if response.status_code != 200:
+            raise Exception(f"远程API返回错误: {response_data.get('msg', '未知错误')}")
+        
+        # 参考test_hair.py的处理方式，直接检查是否有'data'字段
+        # 不再依赖'state'字段，因为远程API可能使用不同的成功标识
+        result_base64 = response_data.get('data', '')
+        
+        # 检查是否有数据返回，即使有msg字段也不视为错误
+        # 因为远程API可能在成功时同时返回msg: "success"和data字段
+        if not result_base64:
+            # 如果没有'data'字段，检查是否有其他错误信息
+            error_msg = response_data.get('msg', '未知错误')
+            raise Exception(f"远程API返回错误: {error_msg}")
+        
+        # 如果有数据返回，即使msg字段有值也视为成功
+        # 打印成功信息
+        success_msg = response_data.get('msg', '成功')
+        print(f"远程API调用成功: {success_msg}")
+        
+        # 移除可能的前缀
+        if result_base64.startswith("data:image"):
+            result_base64 = result_base64.split(",", 1)[1]
+        
+        # 解码base64数据为图片
+        result_image = base64.b64decode(result_base64)
+        
+        print("远程API调用成功，返回处理后的图片")
+        return result_image
     except Exception as e:
+        print(f'调用远程API失败: {str(e)}')
         # 如果远程API调用失败，返回原始图片
-        # 实际项目中应该根据需要进行错误处理
         return image_data
 
 @app.route('/')
diff --git a/backend/config.py b/backend/config.py
index 21121f4..69b22b5 100644
--- a/backend/config.py
+++ b/backend/config.py
@@ -4,11 +4,10 @@ class Config:
     APP_NAME = "Hair Change Color"
     
     # 远程发型更换API地址
-    # 注意：这里需要根据实际的远程API地址进行修改
-    REMOTE_API_URL = "https://api.example.com/change-hair"
+    REMOTE_API_URL = "http://xiangsilian.com:18801/api/swapHair/v1"
     
     # 远程API请求超时时间（秒）
-    API_TIMEOUT = 30
+    API_TIMEOUT = 120  # 延长超时时间，因为发型更换可能需要60秒
     
     # 文件上传配置
     MAX_CONTENT_LENGTH = 16 * 1024 * 1024  # 16MB
diff --git a/frontend/js/main.js b/frontend/js/main.js
index 39c6c3a..32b474a 100644
--- a/frontend/js/main.js
+++ b/frontend/js/main.js
@@ -177,7 +177,15 @@ async function handleConfirmHairstyle() {
     }
     
     try {
+        // 显示加载状态，并提示用户可能需要等待的时间
+        elements.loading.innerHTML = `
+            <div class="loading-spinner"></div>
+            <p>正在处理发型更换，请稍候...</p>
+            <p style="font-size: 0.9rem; color: #666;">此过程可能需要10-60秒</p>
+        `;
         showLoading();
+        
+        // 发起发型更换请求
         const response = await changeHair(uploadedImage, selectedHairstyle);
         
         if (response.success) {
@@ -187,6 +195,7 @@ async function handleConfirmHairstyle() {
             alert(response.message || '处理失败，请重试');
         }
     } catch (error) {
+        console.error('处理失败:', error);
         alert('处理失败，请重试');
     } finally {
         hideLoading();
diff --git a/hairId2url.txt b/hairId2url.txt
new file mode 100644
index 0000000..3e008ca
--- /dev/null
+++ b/hairId2url.txt
@@ -0,0 +1,64 @@
+图片文件名 -> OSS URL 映射
+生成时间: 2026-01-18 21:55:09
+--------------------------------------------------------------------------------
+
+1953267161121464322.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1953267161121464322.jpg
+1953267288284372994.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1953267288284372994.jpg
+1953270523594317826.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1953270523594317826.jpg
+1953270724765720577.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1953270724765720577.jpg
+1953271922151432194.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1953271922151432194.jpg
+1953272913265467394.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1953272913265467394.jpg
+1953288800932503554.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1953288800932503554.jpg
+1954536242109784066.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1954536242109784066.jpg
+1954536297776586754.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1954536297776586754.jpg
+1954536402516746241.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1954536402516746241.jpg
+1954536893304840194.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1954536893304840194.jpg
+1954536956919848962.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1954536956919848962.jpg
+1954537022875279362.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1954537022875279362.jpg
+1954537085882114050.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1954537085882114050.jpg
+1954537191729569793.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1954537191729569793.jpg
+1954537709436706817.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1954537709436706817.jpg
+1954537743532204034.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1954537743532204034.jpg
+1954537961069780994.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1954537961069780994.jpg
+1954538119216013313.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1954538119216013313.jpg
+1954538156499181569.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1954538156499181569.jpg
+1954538259330932738.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1954538259330932738.jpg
+1954538335306555393.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1954538335306555393.jpg
+1980312945301954561.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980312945301954561.jpg
+1980313052302843905.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980313052302843905.jpg
+1980313166576656385.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980313166576656385.jpg
+1980313210109337601.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980313210109337601.jpg
+1980313433502162946.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980313433502162946.jpg
+1980313576506957825.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980313576506957825.jpg
+1980313740403580930.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980313740403580930.jpg
+1980313819915001858.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980313819915001858.jpg
+1980314032369082369.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980314032369082369.jpg
+1980314209322573825.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980314209322573825.jpg
+1980314290419441665.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980314290419441665.jpg
+1980314381058351106.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980314381058351106.jpg
+1980314477720281090.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980314477720281090.jpg
+1980314710101499906.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980314710101499906.jpg
+1980314764421931009.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980314764421931009.jpg
+1980314868713299969.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980314868713299969.jpg
+1980315179934851074.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980315179934851074.jpg
+1980315238260842497.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980315238260842497.jpg
+1980361636742209537.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980361636742209537.jpg
+1980367742952579074.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980367742952579074.jpg
+1980367781510815746.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980367781510815746.jpg
+1980367800787836929.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980367800787836929.jpg
+1980367852847538177.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980367852847538177.jpg
+1980367968627105793.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980367968627105793.jpg
+1980368109866098690.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980368109866098690.jpg
+1980368205752082434.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980368205752082434.jpg
+1980368368847593473.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980368368847593473.jpg
+1980368465631158274.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980368465631158274.jpg
+1980368588293578754.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980368588293578754.jpg
+1980413320612847618.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980413320612847618.jpg
+1980415346071609345.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980415346071609345.jpg
+1980415897056354306.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1980415897056354306.jpg
+1981177324700549122.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1981177324700549122.jpg
+1981177378714796034.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1981177378714796034.jpg
+1981177477423546370.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1981177477423546370.jpg
+1981177594750812162.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1981177594750812162.jpg
+1981177742742634497.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1981177742742634497.jpg
+1981177931859607554.jpg -> https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1981177931859607554.jpg
diff --git a/hair_res.txt b/hair_res.txt
deleted file mode 100644
index af6b4fb..0000000
--- a/hair_res.txt
+++ /dev/null
@@ -1,245 +0,0 @@
-OSS 图片下载地址列表
-生成时间: 2026-01-18 19:43:03
-有效期: 7天
-----------------------------------------------------------------------------------------------------
-
-1. 1953267183426772993.jpg
-   http://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images%2F1953267183426772993.jpg?OSSAccessKeyId=LTAI5t7nY99pt7fN9J56A5vN&Expires=1769341383&Signature=J30TNCKCN%2Fga2cHnxxl2sXf3HAQ%3D
-   https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1953267183426772993.jpg
-
-2. 1953267306382794754.jpg
-   http://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images%2F1953267306382794754.jpg?OSSAccessKeyId=LTAI5t7nY99pt7fN9J56A5vN&Expires=1769341383&Signature=iwhuJi4QJNcXeTGSAbTXMAIICUs%3D
-   https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1953267306382794754.jpg
-
-3. 1953270535736827906.jpg
-   http://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images%2F1953270535736827906.jpg?OSSAccessKeyId=LTAI5t7nY99pt7fN9J56A5vN&Expires=1769341383&Signature=tAGbcGZOZ1nwhb9iLxLgtYcRn0U%3D
-   https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1953270535736827906.jpg
-
-4. 1953270765379166210.jpg
-   http://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images%2F1953270765379166210.jpg?OSSAccessKeyId=LTAI5t7nY99pt7fN9J56A5vN&Expires=1769341383&Signature=7Owy2MKtfo3J8z%2Bd6HV4bWlSFwc%3D
-   https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1953270765379166210.jpg
-
-5. 1953271979655340033.jpg
-   http://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images%2F1953271979655340033.jpg?OSSAccessKeyId=LTAI5t7nY99pt7fN9J56A5vN&Expires=1769341383&Signature=9z9jlCoNvhssT0%2FE8TUhbyktXmk%3D
-   https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1953271979655340033.jpg
-
-6. 1953273003010990081.jpg
-   http://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images%2F1953273003010990081.jpg?OSSAccessKeyId=LTAI5t7nY99pt7fN9J56A5vN&Expires=1769341383&Signature=qbuFkWtdcvoBrKZBSQMQ%2FeDmwf4%3D
-   https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1953273003010990081.jpg
-
-7. 1953288832876322818.jpg
-   http://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images%2F1953288832876322818.jpg?OSSAccessKeyId=LTAI5t7nY99pt7fN9J56A5vN&Expires=1769341383&Signature=BA21g5N1j6gFI7tAC8JVAbRPUzs%3D
-   https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1953288832876322818.jpg
-
-8. 1954536274779217921.jpg
-   http://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images%2F1954536274779217921.jpg?OSSAccessKeyId=LTAI5t7nY99pt7fN9J56A5vN&Expires=1769341383&Signature=JCV%2Fg7TFB7BEew9HF9Y%2Fzqb%2Bjqw%3D
-   https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1954536274779217921.jpg
-
-9. 1954536378869260289.jpg
-   http://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images%2F1954536378869260289.jpg?OSSAccessKeyId=LTAI5t7nY99pt7fN9J56A5vN&Expires=1769341383&Signature=qMc35r6evXIFcFY9att6DLc1EGA%3D
-   https://xiangsilian.oss-cn-beijing.aliyuncs.com/hair_images/1954536378869260289.jpg
-
-10. 1954536462671454210.jpg
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-38. 1980314913021927426.jpg
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-
diff --git a/test/test_hair.py b/test/test_hair.py
new file mode 100644
index 0000000..154944f
--- /dev/null
+++ b/test/test_hair.py
@@ -0,0 +1,126 @@
+import threading
+import requests
+import json
+import base64
+import time
+import random
+
+url = 'http://xiangsilian.com:18801/api/swapHair/v1'
+
+headers = {'Content-Type': 'application/json'}
+data = {
+    "hair_id": "1907651680352395265",
+    "task_id": "345564352345",
+    "user_img_path": "https://cdn.meidaojia.com/ZoeFiles/testuser_8.JPG",
+    "is_hr": "false",
+    "output_format": "base64"
+}
+
+
+
+def image_to_base64(file_path, mime_type=None):
+    """
+    将图片文件转换为带Base64前缀的Data URI字符串
+    
+    参数:
+        file_path (str): 图片文件路径
+        mime_type (str): 可选，指定MIME类型。如果为None，则根据文件扩展名自动判断
+    
+    返回:
+        str: 带Base64前缀的Data URI字符串
+    """
+    # 如果没有指定MIME类型，根据文件扩展名推断
+    if mime_type is None:
+        extension = file_path.split('.')[-1].lower()
+        mime_types = {
+            'jpg': 'image/jpeg',
+            'jpeg': 'image/jpeg',
+            'png': 'image/png',
+            'gif': 'image/gif',
+            'webp': 'image/webp',
+            'bmp': 'image/bmp'
+        }
+        mime_type = mime_types.get(extension, 'application/octet-stream')
+    
+    # 读取文件内容并编码为Base64
+    with open(file_path, 'rb') as image_file:
+        encoded_string = base64.b64encode(image_file.read()).decode('utf-8')
+    
+    # 组合成Data URI格式
+    return f"data:{mime_type};base64,{encoded_string}"
+
+img64_str = image_to_base64("wertwert.jpg")
+data['user_img_path'] = img64_str
+
+responses = []
+
+lock = threading.Lock()
+
+
+send_index = 0
+
+def send_request(start_time):
+    try:
+        sleep_time = start_time 
+        time.sleep(sleep_time)
+        global send_index
+        send_data = data
+        response = requests.post(url, headers=headers, json=send_data)
+        with lock:  # 加锁，防止多线程同时修改 responses
+            responses.append(response)
+    except Exception as e:
+        with lock:
+            responses.append({"error": str(e)})
+
+threads = []
+num_requests = 1 
+
+time_start = time.time()
+
+start_time = 0
+for _ in range(num_requests):
+    start_time = 0
+    t = threading.Thread(target=send_request, args=(start_time,))
+    t.start()
+    threads.append(t)
+
+
+for t in threads:
+    t.join()
+
+end_time = time.time()
+
+total_time = (end_time - time_start)
+qps = num_requests/total_time
+print(f"num_requests:{num_requests} total_time:{total_time} qps:{qps}")
+
+
+
+import base64
+import os
+
+def save_base64_image(base64_str, filename):
+    """
+    将 Base64 编码的图片字符串保存为本地 JPG 文件。
+
+    :param base64_str: Base64 编码的图片字符串（可能包含 data:image/jpeg;base64, 前缀）
+    :param filename: 保存的文件名（例如 'image.jpg'）
+    """
+    # 如果包含 data URL 前缀，去掉它
+    if base64_str.startswith("data:image"):
+        base64_str = base64_str.split(",", 1)[1]
+
+    try:
+        image_data = base64.b64decode(base64_str)
+        with open(filename, "wb") as f:
+            f.write(image_data)
+        print(f"图片已保存为 {filename}")
+    except Exception as e:
+        print(f"保存图片失败: {e}")
+
+# 打印所有响应
+for i, resp in enumerate(responses, 1):
+    print(f"请求 {i} 结果: {resp.status_code, resp.text[:128]}")
+    json_obj = json.loads(resp.text)
+    data_string = json_obj['data']
+    save_base64_image(data_string, f"response_{i}.jpg")
\ No newline at end of file
diff --git a/test/wertwert.jpg b/test/wertwert.jpg
new file mode 100644
index 0000000..18128ee
Binary files /dev/null and b/test/wertwert.jpg differ