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kopyl
Apr 3rd, 2024
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  1. /usr/local/lib/python3.8/dist-packages/torch/cuda/__init__.py:497: UserWarning: Can't initialize NVML
  2. warnings.warn("Can't initialize NVML")
  3. Ultralytics YOLOv8.0.124 🚀 Python-3.8.10 torch-1.13.0+cu117 CUDA:0 (NVIDIA A100 80GB PCIe, 81051MiB)
  4. WARNING ⚠️ Upgrade to torch>=2.0.0 for deterministic training.
  5. yolo/engine/trainer: recipe=None, recipe_args=None, datasets_dir=None, task=detect, mode=train, model=zoo:cv/detection/yolov8-n/pytorch/ultralytics/coco/base-none, data=/tables-dataset/data.yaml, epochs=100, patience=0, batch=63, imgsz=640, save=True, save_period=-1, cache=False, device=None, workers=8, project=None, name=None, exist_ok=False, pretrained=False, optimizer=SGD, verbose=False, seed=0, deterministic=True, single_cls=False, image_weights=False, rect=False, cos_lr=False, close_mosaic=10, resume=False, amp=True, fraction=1.0, profile=False, min_memory=False, overlap_mask=True, mask_ratio=4, dropout=0.0, val=True, split=val, save_json=False, save_hybrid=False, conf=None, iou=0.7, max_det=300, half=False, dnn=False, plots=True, source=None, show=False, save_txt=False, save_conf=False, save_crop=False, show_labels=True, show_conf=True, vid_stride=1, line_width=3, visualize=False, augment=False, agnostic_nms=False, classes=None, retina_masks=False, boxes=True, format=torchscript, keras=False, optimize=False, int8=False, dynamic=False, simplify=False, opset=17, workspace=4, nms=False, lr0=0.01, lrf=0.01, momentum=0.937, weight_decay=0.0005, warmup_epochs=3.0, warmup_momentum=0.8, warmup_bias_lr=0.1, box=7.5, cls=0.5, dfl=1.5, fl_gamma=0.0, label_smoothing=0.0, nbs=64, hsv_h=0.015, hsv_s=0.7, hsv_v=0.4, degrees=0.0, translate=0.1, scale=0.5, shear=0.0, perspective=0.0, flipud=0.0, fliplr=0.5, mosaic=1.0, mixup=0.0, copy_paste=0.0, cfg=None, v5loader=False, save_dir=runs/detect/train23
  6. Overriding model.yaml nc=80 with nc=11
  7.  
  8. from n params module arguments
  9. 0 -1 1 464 ultralytics.nn.modules.conv.Conv [3, 16, 3, 2]
  10. 1 -1 1 4672 ultralytics.nn.modules.conv.Conv [16, 32, 3, 2]
  11. 2 -1 1 7360 ultralytics.nn.modules.block.C2f [32, 32, 1, True]
  12. 3 -1 1 18560 ultralytics.nn.modules.conv.Conv [32, 64, 3, 2]
  13. 4 -1 2 49664 ultralytics.nn.modules.block.C2f [64, 64, 2, True]
  14. 5 -1 1 73984 ultralytics.nn.modules.conv.Conv [64, 128, 3, 2]
  15. 6 -1 2 197632 ultralytics.nn.modules.block.C2f [128, 128, 2, True]
  16. 7 -1 1 295424 ultralytics.nn.modules.conv.Conv [128, 256, 3, 2]
  17. 8 -1 1 460288 ultralytics.nn.modules.block.C2f [256, 256, 1, True]
  18. 9 -1 1 164608 ultralytics.nn.modules.block.SPPF [256, 256, 5]
  19. 10 -1 1 0 torch.nn.modules.upsampling.Upsample [None, 2, 'nearest']
  20. 11 [-1, 6] 1 0 ultralytics.nn.modules.conv.Concat [1]
  21. 12 -1 1 148224 ultralytics.nn.modules.block.C2f [384, 128, 1]
  22. 13 -1 1 0 torch.nn.modules.upsampling.Upsample [None, 2, 'nearest']
  23. 14 [-1, 4] 1 0 ultralytics.nn.modules.conv.Concat [1]
  24. 15 -1 1 37248 ultralytics.nn.modules.block.C2f [192, 64, 1]
  25. 16 -1 1 36992 ultralytics.nn.modules.conv.Conv [64, 64, 3, 2]
  26. 17 [-1, 12] 1 0 ultralytics.nn.modules.conv.Concat [1]
  27. 18 -1 1 123648 ultralytics.nn.modules.block.C2f [192, 128, 1]
  28. 19 -1 1 147712 ultralytics.nn.modules.conv.Conv [128, 128, 3, 2]
  29. 20 [-1, 9] 1 0 ultralytics.nn.modules.conv.Concat [1]
  30. 21 -1 1 493056 ultralytics.nn.modules.block.C2f [384, 256, 1]
  31. 22 [15, 18, 21] 1 753457 ultralytics.nn.modules.head.Detect [11, [64, 128, 256]]
  32. Model summary: 225 layers, 3012993 parameters, 3012977 gradients
  33.  
  34. Transferred 319/355 items from pretrained weights
  35. Received torch.nn.Module, not loading from checkpoint
  36. AMP: running Automatic Mixed Precision (AMP) checks with YOLOv8n...
  37. AMP: checks passed ✅
  38. train: Scanning /tables-dataset/train/labels.cache... 69375 images, 272 backgrou
  39. train: WARNING ⚠️ /tables-dataset/train/images/train-10045.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  40. train: WARNING ⚠️ /tables-dataset/train/images/train-10376.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  41. train: WARNING ⚠️ /tables-dataset/train/images/train-10443.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1]
  42. train: WARNING ⚠️ /tables-dataset/train/images/train-10457.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  43. train: WARNING ⚠️ /tables-dataset/train/images/train-10510.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.001]
  44. train: WARNING ⚠️ /tables-dataset/train/images/train-10527.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  45. train: WARNING ⚠️ /tables-dataset/train/images/train-10580.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0013]
  46. train: WARNING ⚠️ /tables-dataset/train/images/train-10817.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011 1.0003]
  47. train: WARNING ⚠️ /tables-dataset/train/images/train-10982.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  48. train: WARNING ⚠️ /tables-dataset/train/images/train-11026.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  49. train: WARNING ⚠️ /tables-dataset/train/images/train-11182.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  50. train: WARNING ⚠️ /tables-dataset/train/images/train-1146.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005 1.0003]
  51. train: WARNING ⚠️ /tables-dataset/train/images/train-11537.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  52. train: WARNING ⚠️ /tables-dataset/train/images/train-11729.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  53. train: WARNING ⚠️ /tables-dataset/train/images/train-12011.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005 1.0005]
  54. train: WARNING ⚠️ /tables-dataset/train/images/train-12036.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  55. train: WARNING ⚠️ /tables-dataset/train/images/train-12112.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  56. train: WARNING ⚠️ /tables-dataset/train/images/train-1212.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  57. train: WARNING ⚠️ /tables-dataset/train/images/train-12189.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0008]
  58. train: WARNING ⚠️ /tables-dataset/train/images/train-12256.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  59. train: WARNING ⚠️ /tables-dataset/train/images/train-12516.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  60. train: WARNING ⚠️ /tables-dataset/train/images/train-12614.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  61. train: WARNING ⚠️ /tables-dataset/train/images/train-12673.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0014]
  62. train: WARNING ⚠️ /tables-dataset/train/images/train-12712.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  63. train: WARNING ⚠️ /tables-dataset/train/images/train-12791.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  64. train: WARNING ⚠️ /tables-dataset/train/images/train-13005.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  65. train: WARNING ⚠️ /tables-dataset/train/images/train-13025.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  66. train: WARNING ⚠️ /tables-dataset/train/images/train-1307.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  67. train: WARNING ⚠️ /tables-dataset/train/images/train-13103.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0008]
  68. train: WARNING ⚠️ /tables-dataset/train/images/train-13132.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  69. train: WARNING ⚠️ /tables-dataset/train/images/train-1318.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  70. train: WARNING ⚠️ /tables-dataset/train/images/train-1320.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  71. train: WARNING ⚠️ /tables-dataset/train/images/train-13339.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0013]
  72. train: WARNING ⚠️ /tables-dataset/train/images/train-13676.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  73. train: WARNING ⚠️ /tables-dataset/train/images/train-1391.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  74. train: WARNING ⚠️ /tables-dataset/train/images/train-14054.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0008 1.001]
  75. train: WARNING ⚠️ /tables-dataset/train/images/train-14058.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  76. train: WARNING ⚠️ /tables-dataset/train/images/train-14167.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  77. train: WARNING ⚠️ /tables-dataset/train/images/train-14278.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  78. train: WARNING ⚠️ /tables-dataset/train/images/train-14344.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0008]
  79. train: WARNING ⚠️ /tables-dataset/train/images/train-1448.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  80. train: WARNING ⚠️ /tables-dataset/train/images/train-14495.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  81. train: WARNING ⚠️ /tables-dataset/train/images/train-14611.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0013 1.0013]
  82. train: WARNING ⚠️ /tables-dataset/train/images/train-1463.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0012]
  83. train: WARNING ⚠️ /tables-dataset/train/images/train-1477.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  84. train: WARNING ⚠️ /tables-dataset/train/images/train-14780.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  85. train: WARNING ⚠️ /tables-dataset/train/images/train-15007.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  86. train: WARNING ⚠️ /tables-dataset/train/images/train-15271.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  87. train: WARNING ⚠️ /tables-dataset/train/images/train-1533.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.002 1.0013]
  88. train: WARNING ⚠️ /tables-dataset/train/images/train-15652.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009 1.0013]
  89. train: WARNING ⚠️ /tables-dataset/train/images/train-15694.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  90. train: WARNING ⚠️ /tables-dataset/train/images/train-15951.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  91. train: WARNING ⚠️ /tables-dataset/train/images/train-16125.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  92. train: WARNING ⚠️ /tables-dataset/train/images/train-16219.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  93. train: WARNING ⚠️ /tables-dataset/train/images/train-16334.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  94. train: WARNING ⚠️ /tables-dataset/train/images/train-16531.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  95. train: WARNING ⚠️ /tables-dataset/train/images/train-16729.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  96. train: WARNING ⚠️ /tables-dataset/train/images/train-16743.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  97. train: WARNING ⚠️ /tables-dataset/train/images/train-16798.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  98. train: WARNING ⚠️ /tables-dataset/train/images/train-16844.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  99. train: WARNING ⚠️ /tables-dataset/train/images/train-16931.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  100. train: WARNING ⚠️ /tables-dataset/train/images/train-17041.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.001 1.0021]
  101. train: WARNING ⚠️ /tables-dataset/train/images/train-17156.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  102. train: WARNING ⚠️ /tables-dataset/train/images/train-17161.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  103. train: WARNING ⚠️ /tables-dataset/train/images/train-17211.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  104. train: WARNING ⚠️ /tables-dataset/train/images/train-17384.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  105. train: WARNING ⚠️ /tables-dataset/train/images/train-1751.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  106. train: WARNING ⚠️ /tables-dataset/train/images/train-17736.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  107. train: WARNING ⚠️ /tables-dataset/train/images/train-1788.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  108. train: WARNING ⚠️ /tables-dataset/train/images/train-18116.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  109. train: WARNING ⚠️ /tables-dataset/train/images/train-18197.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0013]
  110. train: WARNING ⚠️ /tables-dataset/train/images/train-18256.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  111. train: WARNING ⚠️ /tables-dataset/train/images/train-18282.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  112. train: WARNING ⚠️ /tables-dataset/train/images/train-18453.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  113. train: WARNING ⚠️ /tables-dataset/train/images/train-18766.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  114. train: WARNING ⚠️ /tables-dataset/train/images/train-18858.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  115. train: WARNING ⚠️ /tables-dataset/train/images/train-19197.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  116. train: WARNING ⚠️ /tables-dataset/train/images/train-19203.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0014]
  117. train: WARNING ⚠️ /tables-dataset/train/images/train-1923.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  118. train: WARNING ⚠️ /tables-dataset/train/images/train-193.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0012]
  119. train: WARNING ⚠️ /tables-dataset/train/images/train-19344.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  120. train: WARNING ⚠️ /tables-dataset/train/images/train-19681.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0016]
  121. train: WARNING ⚠️ /tables-dataset/train/images/train-19775.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  122. train: WARNING ⚠️ /tables-dataset/train/images/train-19910.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  123. train: WARNING ⚠️ /tables-dataset/train/images/train-20101.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1]
  124. train: WARNING ⚠️ /tables-dataset/train/images/train-20118.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  125. train: WARNING ⚠️ /tables-dataset/train/images/train-20454.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003 1.0003 1.0003]
  126. train: WARNING ⚠️ /tables-dataset/train/images/train-20676.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  127. train: WARNING ⚠️ /tables-dataset/train/images/train-20775.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  128. train: WARNING ⚠️ /tables-dataset/train/images/train-2107.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  129. train: WARNING ⚠️ /tables-dataset/train/images/train-21082.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0014]
  130. train: WARNING ⚠️ /tables-dataset/train/images/train-21087.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  131. train: WARNING ⚠️ /tables-dataset/train/images/train-21165.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1]
  132. train: WARNING ⚠️ /tables-dataset/train/images/train-21361.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  133. train: WARNING ⚠️ /tables-dataset/train/images/train-21429.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  134. train: WARNING ⚠️ /tables-dataset/train/images/train-21686.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  135. train: WARNING ⚠️ /tables-dataset/train/images/train-21766.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0006]
  136. train: WARNING ⚠️ /tables-dataset/train/images/train-21786.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  137. train: WARNING ⚠️ /tables-dataset/train/images/train-22294.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1]
  138. train: WARNING ⚠️ /tables-dataset/train/images/train-22399.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  139. train: WARNING ⚠️ /tables-dataset/train/images/train-22637.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.001]
  140. train: WARNING ⚠️ /tables-dataset/train/images/train-22720.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  141. train: WARNING ⚠️ /tables-dataset/train/images/train-22829.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  142. train: WARNING ⚠️ /tables-dataset/train/images/train-22838.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0013]
  143. train: WARNING ⚠️ /tables-dataset/train/images/train-22897.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0013 1.0011]
  144. train: WARNING ⚠️ /tables-dataset/train/images/train-2305.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005 1.0004]
  145. train: WARNING ⚠️ /tables-dataset/train/images/train-2373.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0018]
  146. train: WARNING ⚠️ /tables-dataset/train/images/train-2537.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  147. train: WARNING ⚠️ /tables-dataset/train/images/train-2675.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  148. train: WARNING ⚠️ /tables-dataset/train/images/train-2741.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  149. train: WARNING ⚠️ /tables-dataset/train/images/train-2798.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.001]
  150. train: WARNING ⚠️ /tables-dataset/train/images/train-2831.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007 1.0024]
  151. train: WARNING ⚠️ /tables-dataset/train/images/train-2918.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0012]
  152. train: WARNING ⚠️ /tables-dataset/train/images/train-2927.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0036]
  153. train: WARNING ⚠️ /tables-dataset/train/images/train-3027.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0006 1.0006]
  154. train: WARNING ⚠️ /tables-dataset/train/images/train-3305.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  155. train: WARNING ⚠️ /tables-dataset/train/images/train-3398.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0008]
  156. train: WARNING ⚠️ /tables-dataset/train/images/train-3466.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  157. train: WARNING ⚠️ /tables-dataset/train/images/train-3515.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  158. train: WARNING ⚠️ /tables-dataset/train/images/train-3595.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005 1.0002]
  159. train: WARNING ⚠️ /tables-dataset/train/images/train-36150.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0006]
  160. train: WARNING ⚠️ /tables-dataset/train/images/train-3818.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  161. train: WARNING ⚠️ /tables-dataset/train/images/train-3976.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  162. train: WARNING ⚠️ /tables-dataset/train/images/train-401.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0008 1.0003]
  163. train: WARNING ⚠️ /tables-dataset/train/images/train-4022.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  164. train: WARNING ⚠️ /tables-dataset/train/images/train-41188.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  165. train: WARNING ⚠️ /tables-dataset/train/images/train-4198.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  166. train: WARNING ⚠️ /tables-dataset/train/images/train-431.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  167. train: WARNING ⚠️ /tables-dataset/train/images/train-4366.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  168. train: WARNING ⚠️ /tables-dataset/train/images/train-4431.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  169. train: WARNING ⚠️ /tables-dataset/train/images/train-4478.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0006]
  170. train: WARNING ⚠️ /tables-dataset/train/images/train-4485.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003 1.0003]
  171. train: WARNING ⚠️ /tables-dataset/train/images/train-4503.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  172. train: WARNING ⚠️ /tables-dataset/train/images/train-4566.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  173. train: WARNING ⚠️ /tables-dataset/train/images/train-46.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  174. train: WARNING ⚠️ /tables-dataset/train/images/train-4611.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.003]
  175. train: WARNING ⚠️ /tables-dataset/train/images/train-4613.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  176. train: WARNING ⚠️ /tables-dataset/train/images/train-4624.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0008]
  177. train: WARNING ⚠️ /tables-dataset/train/images/train-47.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  178. train: WARNING ⚠️ /tables-dataset/train/images/train-4700.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  179. train: WARNING ⚠️ /tables-dataset/train/images/train-4709.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  180. train: WARNING ⚠️ /tables-dataset/train/images/train-4758.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  181. train: WARNING ⚠️ /tables-dataset/train/images/train-4798.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  182. train: WARNING ⚠️ /tables-dataset/train/images/train-4820.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  183. train: WARNING ⚠️ /tables-dataset/train/images/train-4902.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0013]
  184. train: WARNING ⚠️ /tables-dataset/train/images/train-5102.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  185. train: WARNING ⚠️ /tables-dataset/train/images/train-5128.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  186. train: WARNING ⚠️ /tables-dataset/train/images/train-5317.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  187. train: WARNING ⚠️ /tables-dataset/train/images/train-5333.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  188. train: WARNING ⚠️ /tables-dataset/train/images/train-5467.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0006]
  189. train: WARNING ⚠️ /tables-dataset/train/images/train-5485.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  190. train: WARNING ⚠️ /tables-dataset/train/images/train-5612.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1 1]
  191. train: WARNING ⚠️ /tables-dataset/train/images/train-5631.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0008]
  192. train: WARNING ⚠️ /tables-dataset/train/images/train-5711.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  193. train: WARNING ⚠️ /tables-dataset/train/images/train-5738.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003 1.0003]
  194. train: WARNING ⚠️ /tables-dataset/train/images/train-5811.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  195. train: WARNING ⚠️ /tables-dataset/train/images/train-5827.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  196. train: WARNING ⚠️ /tables-dataset/train/images/train-5886.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  197. train: WARNING ⚠️ /tables-dataset/train/images/train-5975.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.001]
  198. train: WARNING ⚠️ /tables-dataset/train/images/train-6188.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  199. train: WARNING ⚠️ /tables-dataset/train/images/train-6289.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  200. train: WARNING ⚠️ /tables-dataset/train/images/train-634.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  201. train: WARNING ⚠️ /tables-dataset/train/images/train-63458.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  202. train: WARNING ⚠️ /tables-dataset/train/images/train-6436.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0012]
  203. train: WARNING ⚠️ /tables-dataset/train/images/train-6495.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.001]
  204. train: WARNING ⚠️ /tables-dataset/train/images/train-6543.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005 1.0005]
  205. train: WARNING ⚠️ /tables-dataset/train/images/train-6629.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0006]
  206. train: WARNING ⚠️ /tables-dataset/train/images/train-6656.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  207. train: WARNING ⚠️ /tables-dataset/train/images/train-6714.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  208. train: WARNING ⚠️ /tables-dataset/train/images/train-6734.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  209. train: WARNING ⚠️ /tables-dataset/train/images/train-6839.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  210. train: WARNING ⚠️ /tables-dataset/train/images/train-6992.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0022]
  211. train: WARNING ⚠️ /tables-dataset/train/images/train-7035.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.001 1.0005]
  212. train: WARNING ⚠️ /tables-dataset/train/images/train-706.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  213. train: WARNING ⚠️ /tables-dataset/train/images/train-7166.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  214. train: WARNING ⚠️ /tables-dataset/train/images/train-7251.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  215. train: WARNING ⚠️ /tables-dataset/train/images/train-7254.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  216. train: WARNING ⚠️ /tables-dataset/train/images/train-7394.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  217. train: WARNING ⚠️ /tables-dataset/train/images/train-7501.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  218. train: WARNING ⚠️ /tables-dataset/train/images/train-7718.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1 1.0007]
  219. train: WARNING ⚠️ /tables-dataset/train/images/train-778.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0023]
  220. train: WARNING ⚠️ /tables-dataset/train/images/train-8019.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  221. train: WARNING ⚠️ /tables-dataset/train/images/train-8036.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  222. train: WARNING ⚠️ /tables-dataset/train/images/train-8047.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0024]
  223. train: WARNING ⚠️ /tables-dataset/train/images/train-8115.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0014]
  224. train: WARNING ⚠️ /tables-dataset/train/images/train-8133.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  225. train: WARNING ⚠️ /tables-dataset/train/images/train-8313.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0019]
  226. train: WARNING ⚠️ /tables-dataset/train/images/train-8396.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  227. train: WARNING ⚠️ /tables-dataset/train/images/train-8451.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  228. train: WARNING ⚠️ /tables-dataset/train/images/train-862.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  229. train: WARNING ⚠️ /tables-dataset/train/images/train-8705.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  230. train: WARNING ⚠️ /tables-dataset/train/images/train-8770.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  231. train: WARNING ⚠️ /tables-dataset/train/images/train-8832.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  232. train: WARNING ⚠️ /tables-dataset/train/images/train-8860.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  233. train: WARNING ⚠️ /tables-dataset/train/images/train-8910.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  234. train: WARNING ⚠️ /tables-dataset/train/images/train-9070.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011 1.0011]
  235. train: WARNING ⚠️ /tables-dataset/train/images/train-917.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  236. train: WARNING ⚠️ /tables-dataset/train/images/train-9253.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  237. train: WARNING ⚠️ /tables-dataset/train/images/train-9279.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  238. train: WARNING ⚠️ /tables-dataset/train/images/train-9343.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.001]
  239. train: WARNING ⚠️ /tables-dataset/train/images/train-9429.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  240. train: WARNING ⚠️ /tables-dataset/train/images/train-9527.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  241. train: WARNING ⚠️ /tables-dataset/train/images/train-953.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  242. train: WARNING ⚠️ /tables-dataset/train/images/train-9630.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  243. train: WARNING ⚠️ /tables-dataset/train/images/train-9662.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  244. train: WARNING ⚠️ /tables-dataset/train/images/train-9755.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  245. train: WARNING ⚠️ /tables-dataset/train/images/train-9826.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  246. train: WARNING ⚠️ /tables-dataset/train/images/train-9851.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  247. train: WARNING ⚠️ /tables-dataset/train/images/train-9984.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  248. val: Scanning /tables-dataset/valid/labels.cache... 6489 images, 9 backgrounds,
  249. val: WARNING ⚠️ /tables-dataset/valid/images/validation-1082.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  250. val: WARNING ⚠️ /tables-dataset/valid/images/validation-1565.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001 1.0001]
  251. val: WARNING ⚠️ /tables-dataset/valid/images/validation-1591.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  252. val: WARNING ⚠️ /tables-dataset/valid/images/validation-1648.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  253. val: WARNING ⚠️ /tables-dataset/valid/images/validation-1670.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0013]
  254. val: WARNING ⚠️ /tables-dataset/valid/images/validation-2.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  255. val: WARNING ⚠️ /tables-dataset/valid/images/validation-27.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  256. val: WARNING ⚠️ /tables-dataset/valid/images/validation-272.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  257. val: WARNING ⚠️ /tables-dataset/valid/images/validation-300.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0008]
  258. val: WARNING ⚠️ /tables-dataset/valid/images/validation-316.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005 1.0003]
  259. val: WARNING ⚠️ /tables-dataset/valid/images/validation-326.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0006]
  260. val: WARNING ⚠️ /tables-dataset/valid/images/validation-475.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1 1.0003]
  261. val: WARNING ⚠️ /tables-dataset/valid/images/validation-676.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  262. val: WARNING ⚠️ /tables-dataset/valid/images/validation-756.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0014]
  263. Plotting labels to runs/detect/train23/labels.jpg...
  264. optimizer: SGD(lr=0.01, momentum=0.937) with parameter groups 57 weight(decay=0.0), 64 weight(decay=0.0004921875), 63 bias(decay=0.0)
  265. val: Scanning /tables-dataset/valid/labels.cache... 6489 images, 9 backgrounds,
  266. val: WARNING ⚠️ /tables-dataset/valid/images/validation-1082.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  267. val: WARNING ⚠️ /tables-dataset/valid/images/validation-1565.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001 1.0001]
  268. val: WARNING ⚠️ /tables-dataset/valid/images/validation-1591.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  269. val: WARNING ⚠️ /tables-dataset/valid/images/validation-1648.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  270. val: WARNING ⚠️ /tables-dataset/valid/images/validation-1670.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0013]
  271. val: WARNING ⚠️ /tables-dataset/valid/images/validation-2.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  272. val: WARNING ⚠️ /tables-dataset/valid/images/validation-27.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  273. val: WARNING ⚠️ /tables-dataset/valid/images/validation-272.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  274. val: WARNING ⚠️ /tables-dataset/valid/images/validation-300.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0008]
  275. val: WARNING ⚠️ /tables-dataset/valid/images/validation-316.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005 1.0003]
  276. val: WARNING ⚠️ /tables-dataset/valid/images/validation-326.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0006]
  277. val: WARNING ⚠️ /tables-dataset/valid/images/validation-475.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1 1.0003]
  278. val: WARNING ⚠️ /tables-dataset/valid/images/validation-676.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  279. val: WARNING ⚠️ /tables-dataset/valid/images/validation-756.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0014]
  280. /usr/local/lib/python3.8/dist-packages/sparseml/yolov8/trainers.py:320: UserWarning: Unable to import wandb for logging
  281. warnings.warn("Unable to import wandb for logging")
  282. Image sizes 640 train, 640 val
  283. Using 8 dataloader workers
  284. Logging results to runs/detect/train23
  285. Starting training for 100 epochs...
  286.  
  287. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  288. 1/100 14.1G 1.305 1.934 1.179 1066 640: 1
  289. Class Images Instances Box(P R mAP50 m
  290.  
  291. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  292. 2/100 15.8G 1.024 1.218 0.9931 1386 640: 1
  293. Class Images Instances Box(P R mAP50 m
  294.  
  295. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  296. 3/100 15.8G 0.9189 1.028 0.9535 1241 640: 1
  297. Class Images Instances Box(P R mAP50 m
  298.  
  299. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  300. 4/100 17G 0.815 0.889 0.9287 1395 640: 1
  301. Class Images Instances Box(P R mAP50 m
  302.  
  303. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  304. 5/100 15.4G 0.7448 0.7935 0.9121 1172 640: 1
  305. Class Images Instances Box(P R mAP50 m
  306.  
  307. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  308. 6/100 16.4G 0.7012 0.7447 0.9036 1191 640: 1
  309. Class Images Instances Box(P R mAP50 m
  310.  
  311. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  312. 7/100 15.8G 0.6751 0.7106 0.897 1371 640: 1
  313. Class Images Instances Box(P R mAP50 m
  314.  
  315. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  316. 8/100 15.6G 0.6562 0.6874 0.8936 1322 640: 1
  317. Class Images Instances Box(P R mAP50 m
  318.  
  319. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  320. 9/100 16.3G 0.6394 0.6699 0.8902 1080 640: 1
  321. Class Images Instances Box(P R mAP50 m
  322.  
  323. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  324. 10/100 14.7G 0.6256 0.6531 0.8879 1386 640: 1
  325. Class Images Instances Box(P R mAP50 m
  326.  
  327. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  328. 11/100 16.6G 0.6177 0.6444 0.8862 1280 640: 1
  329. Class Images Instances Box(P R mAP50 m
  330.  
  331. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  332. 12/100 16.4G 0.6063 0.6328 0.8838 1225 640: 1
  333. Class Images Instances Box(P R mAP50 m
  334.  
  335. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  336. 13/100 14.8G 0.599 0.6256 0.8823 1391 640: 1
  337. Class Images Instances Box(P R mAP50 m
  338.  
  339. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  340. 14/100 13.5G 0.5918 0.6193 0.881 1068 640: 1
  341. Class Images Instances Box(P R mAP50 m
  342.  
  343. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  344. 15/100 14.5G 0.5859 0.6109 0.8797 1341 640: 1
  345. Class Images Instances Box(P R mAP50 m
  346.  
  347. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  348. 16/100 15.9G 0.5803 0.6036 0.8786 1069 640: 1
  349. Class Images Instances Box(P R mAP50 m
  350.  
  351. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  352. 17/100 15.2G 0.5756 0.6006 0.8777 1128 640: 1
  353. Class Images Instances Box(P R mAP50 m
  354.  
  355. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  356. 18/100 14.3G 0.5712 0.5947 0.8772 1308 640: 1
  357. Class Images Instances Box(P R mAP50 m
  358.  
  359. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  360. 19/100 12.8G 0.5672 0.5928 0.8759 1309 640: 1
  361. Class Images Instances Box(P R mAP50 m
  362.  
  363. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  364. 20/100 14.7G 0.5649 0.5894 0.8755 1376 640: 1
  365. Class Images Instances Box(P R mAP50 m
  366.  
  367. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  368. 21/100 9.8G inf 0.5862 0.875 1103 640: 1
  369. Class Images Instances Box(P R mAP50 m
  370.  
  371. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  372. 22/100 14G 0.5583 0.582 0.8741 1307 640: 1
  373. Class Images Instances Box(P R mAP50 m
  374.  
  375. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  376. 23/100 14.3G 0.5556 0.5807 0.8742 1145 640: 1
  377. Class Images Instances Box(P R mAP50 m
  378.  
  379. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  380. 24/100 16.7G 0.552 0.5755 0.8729 1046 640: 1
  381. Class Images Instances Box(P R mAP50 m
  382.  
  383. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  384. 25/100 16.1G 0.549 0.5724 0.8729 1233 640: 1
  385. Class Images Instances Box(P R mAP50 m
  386.  
  387. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  388. 26/100 16G 0.545 0.5688 0.872 1238 640: 1
  389. Class Images Instances Box(P R mAP50 m
  390.  
  391. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  392. 27/100 14.7G 0.5427 0.5674 0.8715 1279 640: 1
  393. Class Images Instances Box(P R mAP50 m
  394.  
  395. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  396. 28/100 14.8G 0.5391 0.5628 0.8706 1059 640: 1
  397. Class Images Instances Box(P R mAP50 m
  398.  
  399. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  400. 29/100 15.1G 0.5377 0.5601 0.8708 1298 640: 1
  401. Class Images Instances Box(P R mAP50 m
  402.  
  403. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  404. 30/100 15.9G 0.536 0.5595 0.8704 1117 640: 1
  405. Class Images Instances Box(P R mAP50 m
  406.  
  407. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  408. 31/100 14G 0.5357 0.559 0.87 1209 640: 1
  409. Class Images Instances Box(P R mAP50 m
  410.  
  411. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  412. 32/100 13.5G 0.5304 0.5563 0.8691 1299 640: 1
  413. Class Images Instances Box(P R mAP50 m
  414.  
  415. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  416. 33/100 17G 0.5292 0.5533 0.8684 1164 640: 1
  417. Class Images Instances Box(P R mAP50 m
  418.  
  419. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  420. 34/100 13.8G 0.5267 0.5491 0.868 1239 640: 1
  421. Class Images Instances Box(P R mAP50 m
  422.  
  423. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  424. 35/100 15G 0.5264 0.5513 0.8685 1167 640: 1
  425. Class Images Instances Box(P R mAP50 m
  426.  
  427. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  428. 36/100 15G 0.5236 0.5483 0.8682 1225 640: 1
  429. Class Images Instances Box(P R mAP50 m
  430.  
  431. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  432. 37/100 16.7G 0.5221 0.545 0.8676 1318 640: 1
  433. Class Images Instances Box(P R mAP50 m
  434.  
  435. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  436. 38/100 15.9G 0.5194 0.5431 0.8668 1109 640: 1
  437. Class Images Instances Box(P R mAP50 m
  438.  
  439. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  440. 39/100 15.7G 0.5177 0.5408 0.867 1107 640: 1
  441. Class Images Instances Box(P R mAP50 m
  442.  
  443. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  444. 40/100 14.2G 0.5165 0.539 0.8661 1265 640: 1
  445. Class Images Instances Box(P R mAP50 m
  446.  
  447. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  448. 41/100 14.5G 0.5141 0.539 0.8658 1184 640: 1
  449. Class Images Instances Box(P R mAP50 m
  450.  
  451. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  452. 42/100 16.6G 0.5126 0.5379 0.8657 1344 640: 1
  453. Class Images Instances Box(P R mAP50 m
  454.  
  455. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  456. 43/100 16.7G 0.5117 0.5346 0.8649 1157 640: 1
  457. Class Images Instances Box(P R mAP50 m
  458.  
  459. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  460. 44/100 14G 0.5082 0.5328 0.8644 1163 640: 1
  461. Class Images Instances Box(P R mAP50 m
  462.  
  463. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  464. 45/100 15.9G 0.5084 0.5331 0.8645 1180 640: 1
  465. Class Images Instances Box(P R mAP50 m
  466.  
  467. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  468. 46/100 15.1G 0.506 0.5305 0.8645 1111 640: 1
  469. Class Images Instances Box(P R mAP50 m
  470.  
  471. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  472. 47/100 14.7G 0.503 0.526 0.8634 1264 640: 1
  473. Class Images Instances Box(P R mAP50 m
  474.  
  475. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  476. 48/100 14.9G 0.5025 0.5258 0.863 1239 640: 1
  477. Class Images Instances Box(P R mAP50 m
  478.  
  479. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  480. 49/100 13.1G 0.5019 0.5252 0.8638 1289 640: 1
  481. Class Images Instances Box(P R mAP50 m
  482.  
  483. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  484. 50/100 15.5G 0.4998 0.5226 0.863 1212 640: 1
  485. Class Images Instances Box(P R mAP50 m
  486.  
  487. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  488. 51/100 16.6G 0.4988 0.5217 0.863 1315 640: 1
  489. Class Images Instances Box(P R mAP50 m
  490.  
  491. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  492. 52/100 17.8G 0.4967 0.5206 0.8624 1249 640: 1
  493. Class Images Instances Box(P R mAP50 m
  494.  
  495. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  496. 53/100 13.3G 0.4929 0.5172 0.8621 1086 640: 1
  497. Class Images Instances Box(P R mAP50 m
  498.  
  499. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  500. 54/100 15.7G 0.4921 0.5164 0.8614 1196 640: 1
  501. Class Images Instances Box(P R mAP50 m
  502.  
  503. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  504. 55/100 12.8G 0.4915 0.5136 0.8613 1103 640: 1
  505. Class Images Instances Box(P R mAP50 m
  506.  
  507. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  508. 56/100 14G 0.4898 0.514 0.8615 1183 640: 1
  509. Class Images Instances Box(P R mAP50 m
  510.  
  511. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  512. 57/100 14G 0.489 0.5123 0.8608 1195 640: 1
  513. Class Images Instances Box(P R mAP50 m
  514.  
  515. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  516. 58/100 14.1G 0.4886 0.5103 0.8611 1381 640: 1
  517. Class Images Instances Box(P R mAP50 m
  518.  
  519. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  520. 59/100 12.5G 0.4836 0.508 0.8599 1130 640: 1
  521. Class Images Instances Box(P R mAP50 m
  522.  
  523. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  524. 60/100 15.7G 0.4826 0.5072 0.8598 1233 640: 1
  525. Class Images Instances Box(P R mAP50 m
  526.  
  527. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  528. 61/100 14.6G 0.4823 0.5041 0.8595 1208 640: 1
  529. Class Images Instances Box(P R mAP50 m
  530.  
  531. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  532. 62/100 13.8G 0.4799 0.5046 0.8592 1121 640: 1
  533. Class Images Instances Box(P R mAP50 m
  534.  
  535. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  536. 63/100 17.2G 0.479 0.5022 0.8593 1206 640: 1
  537. Class Images Instances Box(P R mAP50 m
  538.  
  539. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  540. 64/100 16.5G 0.4776 0.5007 0.8584 1294 640: 1
  541. Class Images Instances Box(P R mAP50 m
  542.  
  543. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  544. 65/100 13.9G 0.4764 0.4999 0.8583 1469 640: 1
  545. Class Images Instances Box(P R mAP50 m
  546.  
  547. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  548. 66/100 13.9G 0.4736 0.4965 0.858 1242 640: 1
  549. Class Images Instances Box(P R mAP50 m
  550.  
  551. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  552. 67/100 16.5G 0.4729 0.4957 0.8579 1316 640: 1
  553. Class Images Instances Box(P R mAP50 m
  554.  
  555. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  556. 68/100 17.3G 0.47 0.4925 0.8574 1056 640: 1
  557. Class Images Instances Box(P R mAP50 m
  558.  
  559. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  560. 69/100 16.8G 0.4689 0.4934 0.8574 1291 640: 1
  561. Class Images Instances Box(P R mAP50 m
  562.  
  563. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  564. 70/100 20.3G 0.4673 0.4902 0.8568 1250 640: 1
  565. Class Images Instances Box(P R mAP50 m
  566.  
  567. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  568. 71/100 14.7G 0.4652 0.4876 0.8562 1133 640: 1
  569. Class Images Instances Box(P R mAP50 m
  570.  
  571. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  572. 72/100 15.8G 0.4634 0.4882 0.8565 1079 640: 1
  573. Class Images Instances Box(P R mAP50 m
  574.  
  575. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  576. 73/100 14.7G 0.4612 0.4839 0.8558 1163 640: 1
  577. Class Images Instances Box(P R mAP50 m
  578.  
  579. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  580. 74/100 17.7G 0.4593 0.4822 0.8553 1156 640: 1
  581. Class Images Instances Box(P R mAP50 m
  582.  
  583. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  584. 75/100 18.7G 0.4571 0.4792 0.8548 1220 640: 1
  585. Class Images Instances Box(P R mAP50 m
  586.  
  587. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  588. 76/100 13.9G 0.4562 0.4793 0.8548 1016 640: 1
  589. Class Images Instances Box(P R mAP50 m
  590.  
  591. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  592. 77/100 13.8G 0.4532 0.4755 0.8541 1315 640: 1
  593. Class Images Instances Box(P R mAP50 m
  594.  
  595. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  596. 78/100 12.4G 0.4542 0.4765 0.8541 1142 640: 1
  597. Class Images Instances Box(P R mAP50 m
  598.  
  599. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  600. 79/100 13.6G 0.4503 0.4728 0.8534 1195 640: 1
  601. Class Images Instances Box(P R mAP50 m
  602.  
  603. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  604. 80/100 11.5G 0.4476 0.471 0.8532 1328 640: 1
  605. Class Images Instances Box(P R mAP50 m
  606.  
  607. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  608. 81/100 11.8G 0.4468 0.47 0.8529 1200 640: 1
  609. Class Images Instances Box(P R mAP50 m
  610.  
  611. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  612. 82/100 15.6G 0.445 0.4674 0.8524 1034 640: 1
  613. Class Images Instances Box(P R mAP50 m
  614.  
  615. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  616. 83/100 16.8G 0.4432 0.4651 0.8523 1325 640: 1
  617. Class Images Instances Box(P R mAP50 m
  618.  
  619. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  620. 84/100 18G 0.4404 0.4633 0.8516 1105 640: 1
  621. Class Images Instances Box(P R mAP50 m
  622.  
  623. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  624. 85/100 14.8G 0.4393 0.4608 0.8514 1150 640: 1
  625. Class Images Instances Box(P R mAP50 m
  626.  
  627. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  628. 86/100 16.3G 0.4371 0.459 0.8511 1231 640: 1
  629. Class Images Instances Box(P R mAP50 m
  630.  
  631. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  632. 87/100 13.7G 0.4359 0.4572 0.8509 1322 640: 1
  633. Class Images Instances Box(P R mAP50 m
  634.  
  635. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  636. 88/100 14.2G 0.4316 0.4524 0.8498 1218 640: 1
  637. Class Images Instances Box(P R mAP50 m
  638.  
  639. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  640. 89/100 15.7G 0.4305 0.4521 0.8496 1206 640: 1
  641. Class Images Instances Box(P R mAP50 m
  642.  
  643. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  644. 90/100 19G 0.4285 0.4497 0.8491 977 640: 1
  645. Class Images Instances Box(P R mAP50 m
  646. Closing dataloader mosaic
  647.  
  648. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  649. 91/100 12.9G 0.4428 0.4121 0.8212 741 640: 1
  650. Class Images Instances Box(P R mAP50 m
  651.  
  652. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  653. 92/100 11.9G 0.4358 0.4053 0.8195 680 640: 1
  654. Class Images Instances Box(P R mAP50 m
  655.  
  656. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  657. 93/100 12.9G 0.4307 0.4003 0.8186 640 640: 1
  658. Class Images Instances Box(P R mAP50 m
  659.  
  660. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  661. 94/100 14.9G 0.4283 0.3948 0.8182 601 640: 1
  662. Class Images Instances Box(P R mAP50 m
  663.  
  664. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  665. 95/100 14.9G 0.4239 0.3912 0.817 750 640: 1
  666. Class Images Instances Box(P R mAP50 m
  667.  
  668. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  669. 96/100 13.2G 0.4213 0.3865 0.8165 747 640: 1
  670. Class Images Instances Box(P R mAP50 m
  671.  
  672. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  673. 97/100 12.7G 0.4175 0.3831 0.8154 643 640: 1
  674. Class Images Instances Box(P R mAP50 m
  675.  
  676. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  677. 98/100 12.6G 0.4141 0.3783 0.8152 659 640: 1
  678. Class Images Instances Box(P R mAP50 m
  679.  
  680. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  681. 99/100 14.2G 0.4109 0.3753 0.8148 714 640: 1
  682. Class Images Instances Box(P R mAP50 m
  683.  
  684. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  685. 100/100 13.3G 0.4077 0.3712 0.814 671 640: 1
  686. Class Images Instances Box(P R mAP50 m
  687.  
  688. 100 epochs completed in 6.048 hours.
  689. Optimizer stripped from runs/detect/train23/weights/last.pt, 6.2MB
  690. Optimizer stripped from runs/detect/train23/weights/best.pt, 6.2MB
  691.  
  692. Validating runs/detect/train23/weights/best.pt...
  693. Class Images Instances Box(P R mAP50 m
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