2025-07-17 21:50:36 - root - INFO - 日志系统已初始化，日志文件: /qwen/logs/training_20250717_215036.log
2025-07-17 21:50:36 - TrainingMonitor - INFO - 训练监控器已初始化，监控间隔: 30秒
2025-07-17 21:50:36 - SecurityModelApp - INFO - 网络安全模型应用程序已初始化
2025-07-17 21:50:36 - SecurityModelApp - INFO - 开始完整训练流程...
2025-07-17 21:50:36 - SecurityModelApp - INFO - 开始环境检查...
2025-07-17 21:50:36 - EnvironmentChecker - INFO - 开始环境检查...
2025-07-17 21:50:36 - EnvironmentChecker - INFO - ✓ python_version: Python 3.10.12
2025-07-17 21:50:36 - EnvironmentChecker - INFO - ✓ cuda_availability: CUDA 12.6, 1 GPU(s), NVIDIA P106-100
2025-07-17 21:50:36 - EnvironmentChecker - INFO - ✓ gpu_memory: 总内存: 5.9GB, 可用: 5.9GB
2025-07-17 21:50:36 - EnvironmentChecker - INFO - ✓ disk_space: 总空间: 441.4GB, 可用: 380.4GB
2025-07-17 21:50:36 - EnvironmentChecker - INFO - ✓ system_memory: 总内存: 15.6GB, 可用: 9.2GB
2025-07-17 21:50:36 - EnvironmentChecker - INFO - ✓ required_packages: 已安装: 8/8
2025-07-17 21:50:47 - EnvironmentChecker - INFO - ✓ network_connectivity: HuggingFace: ✗, ModelScope: ✓
2025-07-17 21:50:47 - EnvironmentChecker - INFO - ✓ directory_permissions: 所有目录可写
2025-07-17 21:50:47 - EnvironmentChecker - INFO - 
环境检查完成: 8/8 项通过
2025-07-17 21:50:47 - EnvironmentChecker - INFO - ✓ 环境检查全部通过，可以开始训练
2025-07-17 21:50:47 - SecurityModelApp - INFO - 开始数据准备...
2025-07-17 21:50:47 - SecurityModelApp - INFO - 发现已处理的数据，跳过数据下载和处理
2025-07-17 21:50:47 - SecurityModelApp - INFO - 开始模型训练...
2025-07-17 21:50:47 - TrainingMonitor - INFO - 开始训练监控
2025-07-17 21:50:47 - SecurityModelApp - INFO - 设置模型...
2025-07-17 21:50:47 - ModelDownloader - INFO - 开始下载模型: Qwen/Qwen2.5-1.5B-Instruct
2025-07-17 21:50:47 - ModelDownloader - INFO - 使用git clone从ModelScope下载: https://www.modelscope.cn/qwen/Qwen2.5-1.5B-Instruct.git