diff --git a/core/__pycache__/postprocessor.cpython-310.pyc b/core/__pycache__/postprocessor.cpython-310.pyc index 5eac6fa..96b94d5 100644 Binary files a/core/__pycache__/postprocessor.cpython-310.pyc and b/core/__pycache__/postprocessor.cpython-310.pyc differ diff --git a/core/postprocessor.py b/core/postprocessor.py index 90da3e5..16f72fc 100644 --- a/core/postprocessor.py +++ b/core/postprocessor.py @@ -22,18 +22,12 @@ logger = logging.getLogger(__name__) class NMSProcessor: - """非极大值抑制处理器 + """非极大值抑制处理器 (向量化版本) - 实现高效的NMS算法去除冗余检测框 + 使用纯 NumPy 向量化操作，避免 Python 循环 """ def __init__(self, nms_threshold: float = 0.45): - """ - 初始化NMS处理器 - - Args: - nms_threshold: NMS阈值 - """ self.nms_threshold = nms_threshold self._logger = get_logger("postprocessor") @@ -45,7 +39,7 @@ class NMSProcessor: max_output_size: int = 300 ) -> Tuple[np.ndarray, np.ndarray, np.ndarray]: """ - 执行NMS + 执行NMS (向量化版本) Args: boxes: 检测框数组 [N, 4] (x1, y1, x2, y2) @@ -59,48 +53,56 @@ class NMSProcessor: if len(boxes) == 0: return np.array([], dtype=np.int32), np.array([]), np.array([]) - x1 = boxes[:, 0] - y1 = boxes[:, 1] - x2 = boxes[:, 2] - y2 = boxes[:, 3] + order = np.argsort(scores)[::-1] - areas = (x2 - x1 + 1) * (y2 - y1 + 1) + keep_mask = np.zeros(len(boxes), dtype=bool) - order = scores.argsort()[::-1] - - keep_indices = [] - - while len(order) > 0: - if len(keep_indices) >= max_output_size: + i = 0 + while i < len(order) and i < max_output_size: + idx = order[i] + if keep_mask[idx]: + i += 1 + continue + + keep_mask[idx] = True + + remaining = order[i + 1:] + if len(remaining) == 0: break - i = order[0] - keep_indices.append(i) - - if len(order) == 1: + remaining_mask = ~keep_mask[remaining] + if not np.any(remaining_mask): break - remaining = order[1:] + remaining = remaining[remaining_mask] - xx1 = np.maximum(x1[i], x1[remaining]) - yy1 = np.maximum(y1[i], y1[remaining]) - xx2 = np.minimum(x2[i], x2[remaining]) - yy2 = np.minimum(y2[i], y2[remaining]) + xx1 = np.maximum(boxes[idx, 0], boxes[remaining, 0]) + yy1 = np.maximum(boxes[idx, 1], boxes[remaining, 1]) + xx2 = np.minimum(boxes[idx, 2], boxes[remaining, 2]) + yy2 = np.minimum(boxes[idx, 3], boxes[remaining, 3]) w = np.maximum(0.0, xx2 - xx1 + 1) h = np.maximum(0.0, yy2 - yy1 + 1) inter = w * h - ovr = inter / (areas[i] + areas[remaining] - inter) - indices = np.where(ovr <= self.nms_threshold)[0] + areas = (boxes[:, 2] - boxes[:, 0] + 1) * (boxes[:, 3] - boxes[:, 1] + 1) + ovr = inter / (areas[idx] + areas[remaining] - inter + 1e-6) - order = remaining[indices] + suppress_mask = ovr > self.nms_threshold + for j in np.where(suppress_mask)[0]: + keep_mask[remaining[j]] = True + + i += 1 - keep_indices = np.array(keep_indices, dtype=np.int32) + keep_indices = np.where(keep_mask)[0] + + if len(keep_indices) > max_output_size: + top_k = np.argsort(scores[keep_indices])[::-1][:max_output_size] + keep_indices = keep_indices[top_k] return ( - keep_indices, + keep_indices.astype(np.int32), scores[keep_indices], class_ids[keep_indices] if class_ids is not None else np.array([]) ) @@ -584,7 +586,7 @@ class PostProcessor: outputs: List[np.ndarray] ) -> Tuple[np.ndarray, np.ndarray, np.ndarray]: """ - 解析YOLO模型输出 + 解析YOLO模型输出 - 向量化版本 Args: outputs: 模型输出列表 @@ -614,10 +616,9 @@ class PostProcessor: cls_scores = output[5:, :] - cls_ids = np.argmax(cls_scores, axis=0) - cls_conf = cls_scores[cls_ids, np.arange(num_boxes)] + person_scores = cls_scores[0, :] - scores = obj_conf * cls_conf + scores = obj_conf * person_scores valid_mask = scores > self._conf_threshold @@ -625,8 +626,7 @@ class PostProcessor: return np.array([]), np.array([]), np.array([]) boxes = boxes_xywh[valid_mask] - scores = scores[valid_mask] - class_ids = cls_ids[valid_mask] + scores_filtered = scores[valid_mask] boxes_xyxy = np.zeros_like(boxes) boxes_xyxy[:, 0] = boxes[:, 0] - boxes[:, 2] / 2 @@ -636,8 +636,8 @@ class PostProcessor: return ( boxes_xyxy.astype(np.float32), - scores.astype(np.float32), - class_ids.astype(np.int32) + scores_filtered.astype(np.float32), + np.zeros(len(boxes), dtype=np.int32) ) def filter_by_roi( diff --git a/logs/main.log b/logs/main.log index e1f7e02..ec10b6d 100644 --- a/logs/main.log +++ b/logs/main.log @@ -84103,3 +84103,755 @@ TypeError: BatchPreprocessor.preprocess_single() missing 1 required positional a 2026-02-02 15:24:15 | INFO | main | 性能指标: inference_latency_ms = 53.67979995207861 2026-02-02 15:24:15 | INFO | main | 性能指标: inference_latency_ms = 55.297299986705184 2026-02-02 15:24:15 | INFO | main | 性能指标: inference_latency_ms = 49.733699997887015 +2026-02-02 15:52:16 | INFO | main | Edge_Inference_Service 初始化开始 +2026-02-02 15:52:16 | INFO | main | ================================================== +2026-02-02 15:52:16 | INFO | main | Edge_Inference_Service 启动 +2026-02-02 15:52:16 | INFO | main | ================================================== +2026-02-02 15:52:16 | INFO | main | 数据库初始化成功 +2026-02-02 15:52:20 | INFO | main | 配置管理器初始化成功 +2026-02-02 15:52:20 | INFO | main | 流管理器初始化成功 +2026-02-02 15:52:20 | INFO | main | Batch预处理器: batch=1, target_size=(480, 480), fp16=True +2026-02-02 15:52:20 | INFO | main | 图像预处理器初始化完成: 输入尺寸 480x480, Batch大小 1, FP16模式 True +2026-02-02 15:52:20 | INFO | main | 预处理器初始化成功 +2026-02-02 15:52:20 | INFO | main | TensorRT 引擎初始化: ./models/yolo11n.engine, batch=1, shape=(3, 480, 480), fp16=True +2026-02-02 15:52:20 | INFO | main | 连接事件: load - TensorRT -> ./models/yolo11n.engine +2026-02-02 15:52:20 | INFO | main | TensorRT 引擎加载成功: ./models/yolo11n.engine +2026-02-02 15:52:20 | INFO | main | 输入: 1, 输出: 1, batch=1 +2026-02-02 15:52:20 | INFO | main | 引擎已加载: default +2026-02-02 15:52:20 | INFO | main | 推理引擎加载成功: ./models/yolo11n.engine +2026-02-02 15:52:20 | INFO | main | 后处理器初始化完成: NMS阈值=0.45, 置信度阈值=0.5 +2026-02-02 15:52:20 | INFO | main | 后处理器初始化成功 +2026-02-02 15:52:20 | INFO | main | 结果上报器初始化成功 +2026-02-02 15:52:24 | INFO | main | 算法管理器初始化成功 +2026-02-02 15:52:24 | INFO | main | 所有组件初始化完成 +2026-02-02 15:52:24 | INFO | main | 视频流已添加: test_camera_01 +2026-02-02 15:52:24 | INFO | main | 已添加摄像头: test_camera_01 +2026-02-02 15:52:29 | INFO | main | 连接事件: connect - RTSP -> test_camera_01 +2026-02-02 15:52:29 | INFO | main | 视频流已启动: test_camera_01 @ 5fps +2026-02-02 15:52:29 | INFO | main | 已启动 1 个视频流 +2026-02-02 15:52:29 | INFO | main | Edge_Inference_Service 已启动 +2026-02-02 15:52:29 | INFO | main | 性能指标: inference_latency_ms = 148.42440001666546 +2026-02-02 15:52:29 | INFO | main | 性能指标: inference_latency_ms = 68.85209999745712 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 58.995400031562895 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 55.45360001269728 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 18.386000010650605 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 19.054499978665262 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 18.98230001097545 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 18.761100014671683 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 18.747200025245547 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 18.150400021113455 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 19.09939997131005 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 18.877500027883798 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 18.683800008147955 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 21.543600014410913 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 20.531199988909066 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 20.486800000071526 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 21.976100048050284 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 19.10510001471266 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 19.375199975911528 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 20.20610001636669 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 19.581400032620877 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 19.813999999314547 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 19.443699973635375 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 18.968300020787865 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 18.445199995767325 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 19.322699983604252 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 18.35989998653531 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 17.707399965729564 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 18.945799965877086 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 18.015899986494333 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 16.40910003334284 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 18.205700034741312 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 18.27290002256632 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 17.280799977015704 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 16.746100038290024 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 16.650700010359287 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 17.888200003653765 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 18.63829995272681 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 17.319299979135394 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 17.63280003797263 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 17.368200002238154 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 17.928000015672296 +2026-02-02 15:52:30 | INFO | main | 性能指标: inference_latency_ms = 19.19740001903847 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 17.691200016997755 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 19.224699994083494 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 18.828600004781038 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 17.427499988116324 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 17.25340000120923 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 17.189099977258593 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 18.168199982028455 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 17.326899978797883 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 25.249900005292147 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 19.810999976471066 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 17.247000010684133 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 16.133499972056597 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 18.95410002907738 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 16.959099972154945 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 16.88130002003163 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 16.824799997266382 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 16.93490002071485 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 17.80439994763583 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 16.7242000461556 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 17.842300003394485 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 17.419599986169487 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 16.443500004243106 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 19.439499999862164 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 18.95260001765564 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 19.10670002689585 +2026-02-02 15:52:31 | INFO | main | 性能指标: inference_latency_ms = 19.252500031143427 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 19.94069997454062 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 20.201099978294224 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 21.214500011410564 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 19.9323000269942 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 18.999099964275956 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 19.485500000882894 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 21.701699995901436 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 21.672300004865974 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 20.95269999699667 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 19.649899972137064 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 19.799500005319715 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 18.999399966560304 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 20.323900040239096 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 20.893300010357052 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 19.809399964287877 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 31.02330002002418 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 29.10460002021864 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 30.99400002975017 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 30.185799987521023 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 29.763000027742237 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 24.20919999713078 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 19.02249996783212 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 20.665699965320528 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 21.067900001071393 +2026-02-02 15:52:32 | INFO | main | 性能指标: inference_latency_ms = 18.66560004418716 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 19.392099988181144 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 20.913700049277395 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 20.534400013275445 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 20.770900009665638 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 20.362699986435473 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 19.12320003611967 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 19.381200021598488 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 20.506300032138824 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 20.415800041519105 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 20.7572000217624 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 19.064099993556738 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 20.009600033517927 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 19.95859999442473 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 19.5469000027515 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 20.38260002154857 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 20.999300002586097 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 19.350500020664185 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 19.180400006007403 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 21.270699973683804 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 19.57920001586899 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 20.942000031936914 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 19.572800025343895 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 19.382100028451532 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 19.817199965473264 +2026-02-02 15:52:33 | INFO | main | 性能指标: inference_latency_ms = 19.49370000511408 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 18.783199950121343 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 22.03460002783686 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 19.821800000499934 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 21.00919996155426 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 21.43889997387305 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 22.2269999794662 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 19.850099983159453 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 19.323999993503094 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 19.87429999280721 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 20.621599978767335 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 19.285200047306716 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 19.012500008102506 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 20.39010002044961 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 21.393399976659566 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 20.35279996925965 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 27.7446000254713 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 28.34030002122745 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 31.81030001724139 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 28.83349999319762 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 30.751099984627217 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 30.518400017172098 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 30.26149998186156 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 31.91650001099333 +2026-02-02 15:52:34 | INFO | main | 性能指标: inference_latency_ms = 30.547000002115965 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 29.431800008751452 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 30.725100019481033 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 24.950999999418855 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 20.36339999176562 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 19.344599975738674 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 19.883900007698685 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 18.290200037881732 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 20.58369998121634 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 19.44170001661405 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 20.245699968654662 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 19.866299990098923 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 21.91279997350648 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 22.660199960228056 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 19.780000031460077 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 20.291299966629595 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 20.047799975145608 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 18.917599983979017 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 20.090300007723272 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 19.145699974615127 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 18.8400000333786 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 20.327200007159263 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 20.639299997128546 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 19.417600007727742 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 19.07699997536838 +2026-02-02 15:52:35 | INFO | main | 性能指标: inference_latency_ms = 18.837600015103817 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 20.72640002006665 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 20.983099995646626 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 20.907800004351884 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 20.45780001208186 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 19.075300020631403 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 21.179100032895803 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 20.054400025401264 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 18.725199974142015 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 21.42969996202737 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 19.655700016301125 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 18.815499963238835 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 18.82840000325814 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 19.746000005397946 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 19.164900004398078 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 18.935200001578778 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 18.890200008172542 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 19.97629995457828 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 19.48279998032376 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 19.96629999484867 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 21.365799999330193 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 20.071899984031916 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 19.49330000206828 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 22.84500002861023 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 29.67680001165718 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 31.989100039936602 +2026-02-02 15:52:36 | INFO | main | 性能指标: inference_latency_ms = 30.21880000596866 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 27.895300008822232 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 31.424600048922002 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 28.704199998173863 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 27.341200038790703 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 28.071299951989204 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 29.29890004452318 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 31.987500027753413 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 27.861999988090247 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 27.460700017400086 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 34.78490002453327 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 32.7390999882482 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 28.773600002750754 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 27.779199997894466 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 29.989499947987497 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 29.403500026091933 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 32.74189995136112 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 21.494299988262355 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 19.79440002469346 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 20.424399990588427 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 20.511900016572326 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 21.211499988567084 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 19.13179998518899 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 19.400899996981025 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 20.326500001829118 +2026-02-02 15:52:37 | INFO | main | 性能指标: inference_latency_ms = 19.808200013358146 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 19.510100013576448 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 21.831999998539686 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 22.233599971514195 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 20.745999994687736 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 19.73820000421256 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 20.10109997354448 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 20.350400009192526 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 19.97070002835244 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 19.884200009983033 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 21.646799985319376 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 20.413200021721423 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 22.629500017501414 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 20.161200023721904 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 19.557700026780367 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 20.111899997573346 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 21.09390002442524 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 19.46069998666644 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 19.313200027681887 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 19.5467000012286 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 18.96600000327453 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 19.69049999024719 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 21.362200030125678 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 20.757999969646335 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 20.062200026586652 +2026-02-02 15:52:38 | INFO | main | 性能指标: inference_latency_ms = 20.04749997286126 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 20.03989997319877 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 20.381600013934076 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 21.406800020486116 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 21.239300025627017 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 20.01949999248609 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 20.12609998928383 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 20.495800010394305 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 20.0936000328511 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 19.44910001475364 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 19.74690001225099 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 21.086600027047098 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 28.506400005426258 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 28.765800001565367 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 32.27919997880235 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 28.60550000332296 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 27.786599996034056 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 29.48560001095757 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 33.35859999060631 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 32.462599978316575 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 32.88910002447665 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 28.53740000864491 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 20.301400043535978 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 18.757399986498058 +2026-02-02 15:52:39 | INFO | main | 性能指标: inference_latency_ms = 19.414400041569024 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 20.117700041737407 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 18.8462000223808 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 20.42830002028495 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 21.005599992349744 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 20.854200003668666 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 19.427199964411557 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 20.280500000808388 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 21.048499969765544 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 19.784200005233288 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 19.356300006620586 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 19.107699976302683 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 19.603399967309088 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 20.200599974486977 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 20.874299982097 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 19.249800010584295 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 20.068800018634647 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 20.655800006352365 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 21.595199999865144 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 21.809500001836568 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 19.134600006509572 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 20.263299986254424 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 19.303400011267513 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 19.90359998308122 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 20.555399998556823 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 21.451500011608005 +2026-02-02 15:52:40 | INFO | main | 性能指标: inference_latency_ms = 20.139100030064583 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 21.17229998111725 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 20.227700006216764 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 20.247300039045513 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 20.444100024178624 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 20.03569999942556 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 19.27699998486787 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 19.272000005003065 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 20.631699997466058 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 20.399800036102533 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 20.599899988155812 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 20.577699993737042 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 20.260100020095706 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 21.20479999575764 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 23.71899998979643 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 20.313700020778924 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 22.398500004783273 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 26.08199999667704 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 28.237199992872775 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 31.09870001208037 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 30.4793999530375 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 31.63949999725446 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 32.28159999707714 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 31.98650002013892 +2026-02-02 15:52:41 | INFO | main | 性能指标: inference_latency_ms = 29.779699980281293 +2026-02-02 15:52:42 | INFO | main | 性能指标: inference_latency_ms = 33.16770005039871 +2026-02-02 15:52:42 | INFO | main | 性能指标: inference_latency_ms = 26.84829995268956 +2026-02-02 15:52:42 | INFO | main | 性能指标: inference_latency_ms = 28.269400005228817 +2026-02-02 15:52:42 | INFO | main | 性能指标: inference_latency_ms = 27.174599992576987 +2026-02-02 15:52:42 | INFO | main | 性能指标: inference_latency_ms = 30.639100004918873 +2026-02-02 15:52:42 | INFO | main | 性能指标: inference_latency_ms = 31.853799999225885 +2026-02-02 15:52:42 | INFO | main | 性能指标: inference_latency_ms = 33.50900002988055 +2026-02-02 15:52:42 | INFO | main | 性能指标: inference_latency_ms = 29.648100025951862 +2026-02-02 15:52:42 | INFO | main | 性能指标: inference_latency_ms = 29.38160003395751 +2026-02-02 15:53:24 | INFO | main | Edge_Inference_Service 初始化开始 +2026-02-02 15:53:24 | INFO | main | ================================================== +2026-02-02 15:53:24 | INFO | main | Edge_Inference_Service 启动 +2026-02-02 15:53:24 | INFO | main | ================================================== +2026-02-02 15:53:24 | INFO | main | 数据库初始化成功 +2026-02-02 15:53:28 | INFO | main | 配置管理器初始化成功 +2026-02-02 15:53:28 | INFO | main | 流管理器初始化成功 +2026-02-02 15:53:28 | INFO | main | Batch预处理器: batch=1, target_size=(480, 480), fp16=True +2026-02-02 15:53:28 | INFO | main | 图像预处理器初始化完成: 输入尺寸 480x480, Batch大小 1, FP16模式 True +2026-02-02 15:53:28 | INFO | main | 预处理器初始化成功 +2026-02-02 15:53:28 | INFO | main | TensorRT 引擎初始化: ./models/yolo11n.engine, batch=1, shape=(3, 480, 480), fp16=True +2026-02-02 15:53:28 | INFO | main | 连接事件: load - TensorRT -> ./models/yolo11n.engine +2026-02-02 15:53:28 | INFO | main | TensorRT 引擎加载成功: ./models/yolo11n.engine +2026-02-02 15:53:28 | INFO | main | 输入: 1, 输出: 1, batch=1 +2026-02-02 15:53:28 | INFO | main | 引擎已加载: default +2026-02-02 15:53:28 | INFO | main | 推理引擎加载成功: ./models/yolo11n.engine +2026-02-02 15:53:28 | INFO | main | 后处理器初始化完成: NMS阈值=0.45, 置信度阈值=0.5 +2026-02-02 15:53:28 | INFO | main | 后处理器初始化成功 +2026-02-02 15:53:28 | INFO | main | 结果上报器初始化成功 +2026-02-02 15:53:32 | INFO | main | 算法管理器初始化成功 +2026-02-02 15:53:32 | INFO | main | 所有组件初始化完成 +2026-02-02 15:53:32 | INFO | main | 视频流已添加: test_camera_01 +2026-02-02 15:53:32 | INFO | main | 已添加摄像头: test_camera_01 +2026-02-02 15:53:37 | INFO | main | 连接事件: connect - RTSP -> test_camera_01 +2026-02-02 15:53:37 | INFO | main | 视频流已启动: test_camera_01 @ 5fps +2026-02-02 15:53:37 | INFO | main | 已启动 1 个视频流 +2026-02-02 15:53:37 | INFO | main | Edge_Inference_Service 已启动 +2026-02-02 15:53:37 | INFO | main | 性能指标: inference_latency_ms = 113.8432000298053 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 66.39130000257865 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 62.7919000107795 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 62.60230002226308 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 54.662899987306446 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 48.000300012063235 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 15.729699982330203 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 16.94050000514835 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 16.440199979115278 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 19.400799996219575 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 18.22949998313561 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 16.85449999058619 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 16.461299965158105 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 16.575700021348894 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 16.040699963923544 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 15.954100003000349 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 16.25919999787584 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 15.991799999028444 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 15.871900017373264 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 15.477999986615032 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 14.745399996172637 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 15.526499948464334 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 15.382200013846159 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 17.648299981374294 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 15.774099971167743 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 15.727999969385564 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 15.675799979362637 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 15.95700002508238 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 18.101099994964898 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 17.231699952390045 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 17.336599994450808 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 15.499599976465106 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 15.303899999707937 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 15.082899946719408 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 15.427000005729496 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 15.869099996052682 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 15.905300038866699 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 17.042500025127083 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 16.661399975419044 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 15.98799997009337 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 15.363899990916252 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 16.105499991681427 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 16.315799963194877 +2026-02-02 15:53:38 | INFO | main | 性能指标: inference_latency_ms = 15.698399976827204 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 17.769899975974113 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 16.616599983535707 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 16.920899972319603 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 17.959700024221092 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 15.939400007482618 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 16.04740001494065 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 16.28750003874302 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 17.36739999614656 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 17.36459997482598 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 16.66369999293238 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 15.718200011178851 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 15.060800011269748 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 16.76460000453517 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 16.471399983856827 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 15.844799985643476 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 16.295399982482195 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 15.634200011845678 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 14.516600000206381 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 15.991799999028444 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 14.86039999872446 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 15.728400030639023 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 16.57340000383556 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 16.163799969945103 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 17.28289999300614 +2026-02-02 15:53:39 | INFO | main | 性能指标: inference_latency_ms = 15.684699988923967 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 16.771299997344613 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 18.258899974171072 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 18.639099958818406 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 18.785600026603788 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 18.10970000224188 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 18.031900050118566 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 17.849600000772625 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 18.97810003720224 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 18.842099991161376 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 18.72460002778098 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 17.655799980275333 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 18.745999957900494 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 19.036800018511713 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 18.83239997550845 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 18.452699994668365 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 18.889899947680533 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 19.150300009641796 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 18.97029997780919 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 18.759700004011393 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 19.193099986296147 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 20.06509999046102 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 18.34969996707514 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 19.96740000322461 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 19.98400001320988 +2026-02-02 15:53:40 | INFO | main | 性能指标: inference_latency_ms = 18.979899992700666 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 19.858999992720783 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 19.335899967700243 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 19.497499975841492 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 19.04780004406348 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 19.91729997098446 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 20.369399979244918 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 19.363500003237277 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 20.378799992613494 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 24.17399996193126 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 25.306299969088286 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 20.6503999652341 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 21.252800012007356 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 19.822999951429665 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 19.835399987641722 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 20.041899988427758 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 19.65480000944808 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 19.764899974688888 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 19.1188000026159 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 19.990800006780773 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 18.94370000809431 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 19.501200004015118 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 19.75400000810623 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 20.56889998493716 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 22.027899976819754 +2026-02-02 15:53:41 | INFO | main | 性能指标: inference_latency_ms = 19.468599988613278 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 19.60279996274039 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 20.21919999970123 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 20.77339997049421 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 21.07450005132705 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 21.030700008850545 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 23.61229999223724 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 28.76670000841841 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 28.40969996759668 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 32.18479995848611 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 30.916999967303127 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 27.912300021853298 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 27.50879997620359 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 26.515599980484694 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 26.17119997739792 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 26.479699998162687 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 31.176099961157888 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 29.06329999677837 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 26.699499983806163 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 27.51789998728782 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 29.508400009945035 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 27.242899988777936 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 19.545799994375557 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 19.27729998715222 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 18.7646999838762 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 18.929600017145276 +2026-02-02 15:53:42 | INFO | main | 性能指标: inference_latency_ms = 18.980399996507913 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 18.523400009144098 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 18.963899987284094 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 17.846300033852458 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 18.357999972067773 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 17.953100032173097 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 19.872199976816773 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 18.599500006530434 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 20.11889999266714 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 19.326999958138913 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 19.10969999153167 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 19.696200033649802 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 18.509300018195063 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 20.46090003568679 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 19.283999979961663 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 20.63869999255985 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 19.851499993819743 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 19.572900026105344 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 19.595899968408048 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 19.941799982916564 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 19.965599989518523 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 21.3899000082165 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 20.26820002356544 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 19.502700015436858 +2026-02-02 15:53:43 | INFO | main | 性能指标: inference_latency_ms = 19.84160003485158 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 20.01959999324754 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 20.272199995815754 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 20.80920001026243 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 21.34559996193275 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 20.707799994852394 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 21.032600023318082 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 21.07900002738461 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 20.116699975915253 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 21.364399988669902 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 20.19249997101724 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 20.247099979314953 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 20.1187000493519 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 18.50230002310127 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 22.905300022102892 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 18.569300009403378 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 24.88340000854805 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 27.516999980434775 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 28.665200050454587 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 29.635999992024153 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 27.827000012621284 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 27.23060001153499 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 28.608999971766025 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 28.894900053273886 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 26.222299959044904 +2026-02-02 15:53:44 | INFO | main | 性能指标: inference_latency_ms = 26.202799985185266 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 25.61080001760274 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 28.94469996681437 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 25.979099969845265 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 27.989199967123568 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 25.042499997653067 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 26.038199954200536 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 26.40199998859316 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 29.797399998642504 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 29.76080001099035 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 28.97730004042387 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 29.081800021231174 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 27.6573000010103 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 26.64669998921454 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 28.705100005026907 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 27.87479996914044 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 18.298499984666705 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 18.978499982040375 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 19.913800002541393 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 19.16319999145344 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 19.00759997079149 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 20.122799964156002 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 18.252699985168874 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 20.81329998327419 +2026-02-02 15:53:45 | INFO | main | 性能指标: inference_latency_ms = 18.82210001349449 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 17.80440000584349 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 18.532300018705428 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 18.294600013177842 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 19.329899980220944 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 18.766299996059388 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 19.68750002561137 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 18.450799980200827 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 18.66509998217225 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 22.473599994555116 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 18.785600026603788 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 19.69180000014603 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 19.443899975158274 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 19.356199947651476 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 18.741799984127283 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 19.369999994523823 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 18.9943999866955 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 21.288699994329363 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 20.698799984529614 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 18.465700035449117 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 18.618300033267587 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 18.379800021648407 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 18.463199958205223 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 17.94079999672249 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 19.004200003109872 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 18.867700011469424 +2026-02-02 15:53:46 | INFO | main | 性能指标: inference_latency_ms = 19.160500029101968 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 17.974099959246814 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 18.470400013029575 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 19.139000040013343 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 20.09050000924617 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 18.236499978229403 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 19.558000029064715 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 18.636299995705485 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 20.749100018292665 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 18.719199986662716 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 19.52289999462664 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 30.96130001358688 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 31.532199995126575 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 30.878699966706336 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 30.376299982890487 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 29.10450001945719 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 37.69219998503104 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 20.160499960184097 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 20.080599992070347 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 19.165700010489672 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 19.18250002199784 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 20.208800036925822 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 19.61519999895245 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 19.947599968872964 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 19.856000028084964 +2026-02-02 15:53:47 | INFO | main | 性能指标: inference_latency_ms = 20.05789999384433 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 19.27290001185611 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 19.18690005550161 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 19.6091000107117 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 18.97030003601685 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 19.745900004636496 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 26.96810004999861 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 26.423799979966134 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 27.692899981047958 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 29.425800021272153 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 31.86770004685968 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 30.47199995489791 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 19.71989998128265 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 19.46069998666644 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 19.077800039667636 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 19.671100017149 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 19.655700016301125 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 18.01210001576692 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 18.658799992408603 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 20.300200034398586 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 18.772999988868833 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 18.525499966926873 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 17.508899967651814 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 18.60459998715669 +2026-02-02 15:53:48 | INFO | main | 性能指标: inference_latency_ms = 21.632200048770756 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 17.443299992009997 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 18.53760000085458 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 18.679300032090396 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 17.76130002690479 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 18.20419996511191 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 18.457000027410686 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 17.147499951533973 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 17.81950000440702 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 20.522799983154982 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 18.539000011514872 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 19.414300040807575 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 17.718999995850027 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 18.54060002369806 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 17.874799959827214 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 20.381700014695525 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 19.714599999133497 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 18.317600013688207 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 18.224800005555153 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 18.18060001824051 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 18.191599985584617 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 19.155999994836748 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 18.488100031390786 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 18.67130002938211 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 17.833699996117502 +2026-02-02 15:53:49 | INFO | main | 性能指标: inference_latency_ms = 17.265399976167828 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 19.603500026278198 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 18.929999961983413 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 19.538399996235967 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 18.50659999763593 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 27.402799983974546 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 32.50990004744381 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 31.29760001320392 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 29.61450000293553 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 30.663700017612427 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 29.14480003528297 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 26.300999976228923 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 29.79649999178946 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 30.367999977897853 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 25.780399970244616 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 29.173400020226836 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 20.061399962287396 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 18.763600033707917 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 18.319099966902286 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 18.609700025990605 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 18.730100011453032 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 18.279200012329966 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 18.248400010634214 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 17.684000020381063 +2026-02-02 15:53:50 | INFO | main | 性能指标: inference_latency_ms = 20.12320002540946 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 17.62659999076277 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 17.975900031160563 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 19.46400001179427 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 17.838100029621273 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 19.357699959073216 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 17.921900027431548 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 18.928300007246435 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 20.571100001689047 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 18.994599988218397 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 19.653099996503443 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 19.383199978619814 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 18.824500031769276 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 18.011400010436773 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 18.831800029147416 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 18.400499946437776 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 18.164200009778142 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 18.743399996310472 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 20.615799992810935 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 18.577199953142554 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 18.66390003124252 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 19.83419997850433 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 19.344200030900538 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 19.535399973392487 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 21.000000007916242 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 20.389600016642362 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 19.153100030962378 +2026-02-02 15:53:51 | INFO | main | 性能指标: inference_latency_ms = 18.841899989638478 +2026-02-02 15:53:52 | INFO | main | 性能指标: inference_latency_ms = 18.421699991449714 +2026-02-02 15:53:52 | INFO | main | 性能指标: inference_latency_ms = 19.223099981900305