Download ProDiff/monitor_training.sh from Wuhuwill/prodiff-model: direct link, hf CLI and curl.
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https://huggingface.co/datasets/Wuhuwill/prodiff-model/resolve/0b89c2ada6233e7ea71eb285b64e6aa856fc906d/ProDiff/monitor_training.sh
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curl -L -o monitor_training.sh https://huggingface.co/datasets/Wuhuwill/prodiff-model/resolve/0b89c2ada6233e7ea71eb285b64e6aa856fc906d/ProDiff/monitor_training.sh
5.15 kB
| # =================================== | |
| # 训练监控脚本 | |
| # =================================== | |
| LOG_DIR="./training_logs" | |
| EXP_NAME="trajectory_a40_temporal_optimized" | |
| # 检查是否有正在运行的训练 | |
| check_training_status() { | |
| echo "=== 训练状态检查 ===" | |
| if [ -f "${LOG_DIR}/training_${EXP_NAME}.pid" ]; then | |
| PID=$(cat "${LOG_DIR}/training_${EXP_NAME}.pid") | |
| if ps -p $PID > /dev/null 2>&1; then | |
| echo "✅ 训练正在运行 (PID: $PID)" | |
| return 0 | |
| else | |
| echo "❌ 训练进程已停止 (PID: $PID)" | |
| return 1 | |
| fi | |
| else | |
| echo "❌ 未找到训练进程文件" | |
| return 1 | |
| fi | |
| } | |
| # 显示GPU使用情况 | |
| show_gpu_status() { | |
| echo "" | |
| echo "=== GPU状态 ===" | |
| nvidia-smi --query-gpu=index,name,memory.used,memory.total,utilization.gpu,temperature.gpu --format=csv,noheader,nounits | |
| } | |
| # 显示最新日志 | |
| show_latest_logs() { | |
| echo "" | |
| echo "=== 最新训练日志 (最后20行) ===" | |
| # 找到最新的日志文件 | |
| LATEST_LOG=$(ls -t ${LOG_DIR}/training_${EXP_NAME}_*.log 2>/dev/null | head -1) | |
| if [ -n "$LATEST_LOG" ]; then | |
| echo "日志文件: $LATEST_LOG" | |
| echo "----------------------------------------" | |
| tail -20 "$LATEST_LOG" | |
| else | |
| echo "未找到日志文件" | |
| fi | |
| } | |
| # 显示实验目录状态 | |
| show_experiment_status() { | |
| echo "" | |
| echo "=== 实验目录状态 ===" | |
| # 查找最新的实验目录 | |
| LATEST_EXP=$(ls -td Experiments/trajectory_a40_temporal_optimized_* 2>/dev/null | head -1) | |
| if [ -n "$LATEST_EXP" ]; then | |
| echo "实验目录: $LATEST_EXP" | |
| echo "创建时间: $(stat -c %y "$LATEST_EXP")" | |
| # 检查模型保存情况 | |
| if [ -d "$LATEST_EXP/models" ]; then | |
| MODEL_COUNT=$(ls "$LATEST_EXP/models"/*.pt 2>/dev/null | wc -l) | |
| echo "已保存模型数量: $MODEL_COUNT" | |
| fi | |
| # 检查日志文件 | |
| if [ -d "$LATEST_EXP/logs" ]; then | |
| LOG_SIZE=$(du -sh "$LATEST_EXP/logs" | cut -f1) | |
| echo "日志文件大小: $LOG_SIZE" | |
| fi | |
| else | |
| echo "未找到实验目录" | |
| fi | |
| } | |
| # 实时监控模式 | |
| real_time_monitor() { | |
| echo "进入实时监控模式 (按Ctrl+C退出)..." | |
| echo "" | |
| while true; do | |
| clear | |
| echo "=====================================" | |
| echo "ProDiff 训练实时监控" | |
| echo "时间: $(date)" | |
| echo "=====================================" | |
| check_training_status | |
| show_gpu_status | |
| show_latest_logs | |
| show_experiment_status | |
| echo "" | |
| echo "=====================================" | |
| echo "5秒后刷新... (Ctrl+C 退出)" | |
| echo "=====================================" | |
| sleep 5 | |
| done | |
| } | |
| # 主菜单 | |
| show_menu() { | |
| echo "=====================================" | |
| echo "ProDiff 训练监控工具" | |
| echo "=====================================" | |
| echo "1. 检查训练状态" | |
| echo "2. 查看GPU状态" | |
| echo "3. 查看最新日志" | |
| echo "4. 查看实验状态" | |
| echo "5. 实时监控模式" | |
| echo "6. 停止训练" | |
| echo "7. 退出" | |
| echo "=====================================" | |
| } | |
| # 停止训练 | |
| stop_training() { | |
| if [ -f "${LOG_DIR}/training_${EXP_NAME}.pid" ]; then | |
| PID=$(cat "${LOG_DIR}/training_${EXP_NAME}.pid") | |
| if ps -p $PID > /dev/null 2>&1; then | |
| echo "正在停止训练进程 (PID: $PID)..." | |
| kill $PID | |
| sleep 2 | |
| if ps -p $PID > /dev/null 2>&1; then | |
| echo "强制停止..." | |
| kill -9 $PID | |
| fi | |
| echo "✅ 训练已停止" | |
| else | |
| echo "训练进程已经停止" | |
| fi | |
| else | |
| echo "未找到训练进程文件" | |
| fi | |
| } | |
| # 如果提供了参数,直接执行对应功能 | |
| case "$1" in | |
| "status") | |
| check_training_status | |
| show_gpu_status | |
| ;; | |
| "logs") | |
| show_latest_logs | |
| ;; | |
| "monitor") | |
| real_time_monitor | |
| ;; | |
| "stop") | |
| stop_training | |
| ;; | |
| *) | |
| # 交互模式 | |
| while true; do | |
| show_menu | |
| read -p "请选择 (1-7): " choice | |
| case $choice in | |
| 1) | |
| check_training_status | |
| ;; | |
| 2) | |
| show_gpu_status | |
| ;; | |
| 3) | |
| show_latest_logs | |
| ;; | |
| 4) | |
| show_experiment_status | |
| ;; | |
| 5) | |
| real_time_monitor | |
| ;; | |
| 6) | |
| stop_training | |
| ;; | |
| 7) | |
| echo "退出监控工具" | |
| exit 0 | |
| ;; | |
| *) | |
| echo "无效选择" | |
| ;; | |
| esac | |
| echo "" | |
| read -p "按回车继续..." | |
| done | |
| ;; | |
| esac |