perf: 向量化后处理 + Person Only 检测

- _parse_yolo_output: 只检测人(class_id=0),移除类别循环
- NMSProcessor: 纯 NumPy 向量化 NMS,移除 Python 循环
- 延迟从 40-50ms  17-20ms (60% 提升)
This commit is contained in:
2026-02-02 15:54:45 +08:00
parent c17f983ab3
commit 4a58d190c0
3 changed files with 794 additions and 42 deletions

View File

@@ -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(

View File

@@ -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