Upload ProDiff/test_trained_model.sh with huggingface_hub

ProDiff/test_trained_model.sh

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+#!/bin/bash
+
+# =====================================
+# ProDiff 训练完成模型测试脚本
+# =====================================
+
+# 配置参数
+EXP_NAME="trajectory_a40_turbo_optimized"
+DEVICE_ID=0
+SAMPLING_TYPE="ddim"  # 使用DDIM快速采样
+TEST_EPOCH=50  # 测试第50个epoch的模型
+
+# 实验目录
+EXP_DIR="./Experiments/trajectory_a40_turbo_optimized_TKY_temporal_len32_ddim_20250730-093850"
+MODEL_PATH="${EXP_DIR}"
+TIMESTAMP="20250730-093850"
+
+# 日志设置
+LOG_DIR="./test_logs"
+mkdir -p ${LOG_DIR}
+TIMESTAMP_NOW=$(date +%Y%m%d_%H%M%S)
+LOG_FILE="${LOG_DIR}/test_${EXP_NAME}_epoch${TEST_EPOCH}_${TIMESTAMP_NOW}.log"
+
+echo "=====================================" | tee ${LOG_FILE}
+echo "ProDiff 训练模型测试启动" | tee -a ${LOG_FILE}
+echo "=====================================" | tee -a ${LOG_FILE}
+echo "实验名称: ${EXP_NAME}" | tee -a ${LOG_FILE}
+echo "GPU设备: ${DEVICE_ID}" | tee -a ${LOG_FILE}
+echo "采样类型: ${SAMPLING_TYPE}" | tee -a ${LOG_FILE}
+echo "测试Epoch: ${TEST_EPOCH}" | tee -a ${LOG_FILE}
+echo "模型路径: ${MODEL_PATH}" | tee -a ${LOG_FILE}
+echo "日志文件: ${LOG_FILE}" | tee -a ${LOG_FILE}
+echo "启动时间: $(date)" | tee -a ${LOG_FILE}
+echo "=====================================" | tee -a ${LOG_FILE}
+
+# 检查GPU状态
+echo "检查GPU状态..." | tee -a ${LOG_FILE}
+nvidia-smi | tee -a ${LOG_FILE}
+
+# 设置环境变量优化
+export PYTORCH_CUDA_ALLOC_CONF=max_split_size_mb:512
+export OMP_NUM_THREADS=8
+
+echo "开始模型测试..." | tee -a ${LOG_FILE}
+
+# 执行测试
+python3 -u main.py \
+    --mode test \
+    --model_path ${MODEL_PATH} \
+    --model_epoch ${TEST_EPOCH} \
+    --sampling_type ${SAMPLING_TYPE} \
+    --ddim_steps 50 \
+    --ddim_eta 0.0 \
+    --device_id ${DEVICE_ID} \
+    --exp_name ${EXP_NAME}_test \
+    --debug \
+    2>&1 | tee -a ${LOG_FILE}
+
+EXIT_CODE=${PIPESTATUS[0]}
+
+echo "=====================================" | tee -a ${LOG_FILE}
+if [ ${EXIT_CODE} -eq 0 ]; then
+    echo "✅ 模型测试成功完成！" | tee -a ${LOG_FILE}
+else
+    echo "❌ 模型测试失败，退出码: ${EXIT_CODE}" | tee -a ${LOG_FILE}
+fi
+echo "完成时间: $(date)" | tee -a ${LOG_FILE}
+echo "=====================================" | tee -a ${LOG_FILE}
+
+# 显示测试结果位置
+if [ ${EXIT_CODE} -eq 0 ]; then
+    echo "" | tee -a ${LOG_FILE}
+    echo "📊 测试结果已保存到:" | tee -a ${LOG_FILE}
+    echo "   日志文件: ${LOG_FILE}" | tee -a ${LOG_FILE}
+    echo "   结果目录: ${EXP_DIR}/results/" | tee -a ${LOG_FILE}
+    echo "" | tee -a ${LOG_FILE}
+    echo "📈 查看测试指标:" | tee -a ${LOG_FILE}
+    echo "   MTD (平均轨迹距离): 衡量生成轨迹的空间精度" | tee -a ${LOG_FILE}
+    echo "   MPPE (平均位置预测误差): 衡量位置预测准确性" | tee -a ${LOG_FILE}
+    echo "   TC@X (轨迹覆盖率): 在X米阈值内的预测准确率" | tee -a ${LOG_FILE}
+    echo "" | tee -a ${LOG_FILE}
+fi
+
+exit ${EXIT_CODE}