Upload ProDiff/monitor_training.sh with huggingface_hub

ProDiff/monitor_training.sh

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+#!/bin/bash
+
+# ===================================
+# 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