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kopyl
Apr 4th, 2024
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  1. Ultralytics YOLOv8.0.124 🚀 Python-3.8.10 torch-1.13.0+cu117 CUDA:0 (NVIDIA A100 80GB PCIe, 81051MiB)
  2. WARNING ⚠️ Upgrade to torch>=2.0.0 for deterministic training.
  3. 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=1025, 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/train24
  4. Overriding model.yaml nc=80 with nc=11
  5.  
  6. from n params module arguments
  7. 0 -1 1 464 ultralytics.nn.modules.conv.Conv [3, 16, 3, 2]
  8. 1 -1 1 4672 ultralytics.nn.modules.conv.Conv [16, 32, 3, 2]
  9. 2 -1 1 7360 ultralytics.nn.modules.block.C2f [32, 32, 1, True]
  10. 3 -1 1 18560 ultralytics.nn.modules.conv.Conv [32, 64, 3, 2]
  11. 4 -1 2 49664 ultralytics.nn.modules.block.C2f [64, 64, 2, True]
  12. 5 -1 1 73984 ultralytics.nn.modules.conv.Conv [64, 128, 3, 2]
  13. 6 -1 2 197632 ultralytics.nn.modules.block.C2f [128, 128, 2, True]
  14. 7 -1 1 295424 ultralytics.nn.modules.conv.Conv [128, 256, 3, 2]
  15. 8 -1 1 460288 ultralytics.nn.modules.block.C2f [256, 256, 1, True]
  16. 9 -1 1 164608 ultralytics.nn.modules.block.SPPF [256, 256, 5]
  17. 10 -1 1 0 torch.nn.modules.upsampling.Upsample [None, 2, 'nearest']
  18. 11 [-1, 6] 1 0 ultralytics.nn.modules.conv.Concat [1]
  19. 12 -1 1 148224 ultralytics.nn.modules.block.C2f [384, 128, 1]
  20. 13 -1 1 0 torch.nn.modules.upsampling.Upsample [None, 2, 'nearest']
  21. 14 [-1, 4] 1 0 ultralytics.nn.modules.conv.Concat [1]
  22. 15 -1 1 37248 ultralytics.nn.modules.block.C2f [192, 64, 1]
  23. 16 -1 1 36992 ultralytics.nn.modules.conv.Conv [64, 64, 3, 2]
  24. 17 [-1, 12] 1 0 ultralytics.nn.modules.conv.Concat [1]
  25. 18 -1 1 123648 ultralytics.nn.modules.block.C2f [192, 128, 1]
  26. 19 -1 1 147712 ultralytics.nn.modules.conv.Conv [128, 128, 3, 2]
  27. 20 [-1, 9] 1 0 ultralytics.nn.modules.conv.Concat [1]
  28. 21 -1 1 493056 ultralytics.nn.modules.block.C2f [384, 256, 1]
  29. 22 [15, 18, 21] 1 753457 ultralytics.nn.modules.head.Detect [11, [64, 128, 256]]
  30. Model summary: 225 layers, 3012993 parameters, 3012977 gradients
  31.  
  32. Transferred 319/355 items from pretrained weights
  33. Received torch.nn.Module, not loading from checkpoint
  34. AMP: running Automatic Mixed Precision (AMP) checks with YOLOv8n...
  35. AMP: checks passed ✅
  36. WARNING ⚠️ imgsz=[1025] must be multiple of max stride 32, updating to [1056]
  37. train: Scanning /tables-dataset/train/labels.cache... 69375 images, 272 backgrou
  38. train: WARNING ⚠️ /tables-dataset/train/images/train-10045.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  39. train: WARNING ⚠️ /tables-dataset/train/images/train-10376.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  40. train: WARNING ⚠️ /tables-dataset/train/images/train-10443.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1]
  41. train: WARNING ⚠️ /tables-dataset/train/images/train-10457.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  42. train: WARNING ⚠️ /tables-dataset/train/images/train-10510.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.001]
  43. train: WARNING ⚠️ /tables-dataset/train/images/train-10527.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  44. train: WARNING ⚠️ /tables-dataset/train/images/train-10580.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0013]
  45. train: WARNING ⚠️ /tables-dataset/train/images/train-10817.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011 1.0003]
  46. train: WARNING ⚠️ /tables-dataset/train/images/train-10982.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  47. train: WARNING ⚠️ /tables-dataset/train/images/train-11026.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  48. train: WARNING ⚠️ /tables-dataset/train/images/train-11182.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  49. train: WARNING ⚠️ /tables-dataset/train/images/train-1146.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005 1.0003]
  50. train: WARNING ⚠️ /tables-dataset/train/images/train-11537.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  51. train: WARNING ⚠️ /tables-dataset/train/images/train-11729.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  52. train: WARNING ⚠️ /tables-dataset/train/images/train-12011.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005 1.0005]
  53. train: WARNING ⚠️ /tables-dataset/train/images/train-12036.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  54. train: WARNING ⚠️ /tables-dataset/train/images/train-12112.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  55. train: WARNING ⚠️ /tables-dataset/train/images/train-1212.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  56. train: WARNING ⚠️ /tables-dataset/train/images/train-12189.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0008]
  57. train: WARNING ⚠️ /tables-dataset/train/images/train-12256.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  58. train: WARNING ⚠️ /tables-dataset/train/images/train-12516.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  59. train: WARNING ⚠️ /tables-dataset/train/images/train-12614.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  60. train: WARNING ⚠️ /tables-dataset/train/images/train-12673.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0014]
  61. train: WARNING ⚠️ /tables-dataset/train/images/train-12712.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  62. train: WARNING ⚠️ /tables-dataset/train/images/train-12791.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  63. train: WARNING ⚠️ /tables-dataset/train/images/train-13005.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  64. train: WARNING ⚠️ /tables-dataset/train/images/train-13025.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  65. train: WARNING ⚠️ /tables-dataset/train/images/train-1307.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  66. train: WARNING ⚠️ /tables-dataset/train/images/train-13103.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0008]
  67. train: WARNING ⚠️ /tables-dataset/train/images/train-13132.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  68. train: WARNING ⚠️ /tables-dataset/train/images/train-1318.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  69. train: WARNING ⚠️ /tables-dataset/train/images/train-1320.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  70. train: WARNING ⚠️ /tables-dataset/train/images/train-13339.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0013]
  71. train: WARNING ⚠️ /tables-dataset/train/images/train-13676.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  72. train: WARNING ⚠️ /tables-dataset/train/images/train-1391.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  73. train: WARNING ⚠️ /tables-dataset/train/images/train-14054.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0008 1.001]
  74. train: WARNING ⚠️ /tables-dataset/train/images/train-14058.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  75. train: WARNING ⚠️ /tables-dataset/train/images/train-14167.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  76. train: WARNING ⚠️ /tables-dataset/train/images/train-14278.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  77. train: WARNING ⚠️ /tables-dataset/train/images/train-14344.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0008]
  78. train: WARNING ⚠️ /tables-dataset/train/images/train-1448.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  79. train: WARNING ⚠️ /tables-dataset/train/images/train-14495.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  80. train: WARNING ⚠️ /tables-dataset/train/images/train-14611.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0013 1.0013]
  81. train: WARNING ⚠️ /tables-dataset/train/images/train-1463.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0012]
  82. train: WARNING ⚠️ /tables-dataset/train/images/train-1477.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  83. train: WARNING ⚠️ /tables-dataset/train/images/train-14780.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  84. train: WARNING ⚠️ /tables-dataset/train/images/train-15007.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  85. train: WARNING ⚠️ /tables-dataset/train/images/train-15271.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  86. train: WARNING ⚠️ /tables-dataset/train/images/train-1533.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.002 1.0013]
  87. train: WARNING ⚠️ /tables-dataset/train/images/train-15652.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009 1.0013]
  88. train: WARNING ⚠️ /tables-dataset/train/images/train-15694.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  89. train: WARNING ⚠️ /tables-dataset/train/images/train-15951.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  90. train: WARNING ⚠️ /tables-dataset/train/images/train-16125.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  91. train: WARNING ⚠️ /tables-dataset/train/images/train-16219.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  92. train: WARNING ⚠️ /tables-dataset/train/images/train-16334.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  93. train: WARNING ⚠️ /tables-dataset/train/images/train-16531.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  94. train: WARNING ⚠️ /tables-dataset/train/images/train-16729.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  95. train: WARNING ⚠️ /tables-dataset/train/images/train-16743.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  96. train: WARNING ⚠️ /tables-dataset/train/images/train-16798.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  97. train: WARNING ⚠️ /tables-dataset/train/images/train-16844.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  98. train: WARNING ⚠️ /tables-dataset/train/images/train-16931.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  99. train: WARNING ⚠️ /tables-dataset/train/images/train-17041.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.001 1.0021]
  100. train: WARNING ⚠️ /tables-dataset/train/images/train-17156.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  101. train: WARNING ⚠️ /tables-dataset/train/images/train-17161.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  102. train: WARNING ⚠️ /tables-dataset/train/images/train-17211.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  103. train: WARNING ⚠️ /tables-dataset/train/images/train-17384.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  104. train: WARNING ⚠️ /tables-dataset/train/images/train-1751.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  105. train: WARNING ⚠️ /tables-dataset/train/images/train-17736.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  106. train: WARNING ⚠️ /tables-dataset/train/images/train-1788.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  107. train: WARNING ⚠️ /tables-dataset/train/images/train-18116.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  108. train: WARNING ⚠️ /tables-dataset/train/images/train-18197.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0013]
  109. train: WARNING ⚠️ /tables-dataset/train/images/train-18256.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  110. train: WARNING ⚠️ /tables-dataset/train/images/train-18282.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  111. train: WARNING ⚠️ /tables-dataset/train/images/train-18453.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  112. train: WARNING ⚠️ /tables-dataset/train/images/train-18766.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  113. train: WARNING ⚠️ /tables-dataset/train/images/train-18858.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  114. train: WARNING ⚠️ /tables-dataset/train/images/train-19197.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  115. train: WARNING ⚠️ /tables-dataset/train/images/train-19203.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0014]
  116. train: WARNING ⚠️ /tables-dataset/train/images/train-1923.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  117. train: WARNING ⚠️ /tables-dataset/train/images/train-193.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0012]
  118. train: WARNING ⚠️ /tables-dataset/train/images/train-19344.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  119. train: WARNING ⚠️ /tables-dataset/train/images/train-19681.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0016]
  120. train: WARNING ⚠️ /tables-dataset/train/images/train-19775.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  121. train: WARNING ⚠️ /tables-dataset/train/images/train-19910.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  122. train: WARNING ⚠️ /tables-dataset/train/images/train-20101.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1]
  123. train: WARNING ⚠️ /tables-dataset/train/images/train-20118.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  124. 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]
  125. train: WARNING ⚠️ /tables-dataset/train/images/train-20676.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  126. train: WARNING ⚠️ /tables-dataset/train/images/train-20775.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  127. train: WARNING ⚠️ /tables-dataset/train/images/train-2107.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  128. train: WARNING ⚠️ /tables-dataset/train/images/train-21082.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0014]
  129. train: WARNING ⚠️ /tables-dataset/train/images/train-21087.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  130. train: WARNING ⚠️ /tables-dataset/train/images/train-21165.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1]
  131. train: WARNING ⚠️ /tables-dataset/train/images/train-21361.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  132. train: WARNING ⚠️ /tables-dataset/train/images/train-21429.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  133. train: WARNING ⚠️ /tables-dataset/train/images/train-21686.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  134. train: WARNING ⚠️ /tables-dataset/train/images/train-21766.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0006]
  135. train: WARNING ⚠️ /tables-dataset/train/images/train-21786.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  136. train: WARNING ⚠️ /tables-dataset/train/images/train-22294.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1]
  137. train: WARNING ⚠️ /tables-dataset/train/images/train-22399.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  138. train: WARNING ⚠️ /tables-dataset/train/images/train-22637.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.001]
  139. train: WARNING ⚠️ /tables-dataset/train/images/train-22720.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  140. train: WARNING ⚠️ /tables-dataset/train/images/train-22829.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  141. train: WARNING ⚠️ /tables-dataset/train/images/train-22838.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0013]
  142. train: WARNING ⚠️ /tables-dataset/train/images/train-22897.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0013 1.0011]
  143. train: WARNING ⚠️ /tables-dataset/train/images/train-2305.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005 1.0004]
  144. train: WARNING ⚠️ /tables-dataset/train/images/train-2373.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0018]
  145. train: WARNING ⚠️ /tables-dataset/train/images/train-2537.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  146. train: WARNING ⚠️ /tables-dataset/train/images/train-2675.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  147. train: WARNING ⚠️ /tables-dataset/train/images/train-2741.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  148. train: WARNING ⚠️ /tables-dataset/train/images/train-2798.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.001]
  149. train: WARNING ⚠️ /tables-dataset/train/images/train-2831.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007 1.0024]
  150. train: WARNING ⚠️ /tables-dataset/train/images/train-2918.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0012]
  151. train: WARNING ⚠️ /tables-dataset/train/images/train-2927.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0036]
  152. train: WARNING ⚠️ /tables-dataset/train/images/train-3027.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0006 1.0006]
  153. train: WARNING ⚠️ /tables-dataset/train/images/train-3305.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  154. train: WARNING ⚠️ /tables-dataset/train/images/train-3398.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0008]
  155. train: WARNING ⚠️ /tables-dataset/train/images/train-3466.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  156. train: WARNING ⚠️ /tables-dataset/train/images/train-3515.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  157. train: WARNING ⚠️ /tables-dataset/train/images/train-3595.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005 1.0002]
  158. train: WARNING ⚠️ /tables-dataset/train/images/train-36150.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0006]
  159. train: WARNING ⚠️ /tables-dataset/train/images/train-3818.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  160. train: WARNING ⚠️ /tables-dataset/train/images/train-3976.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  161. train: WARNING ⚠️ /tables-dataset/train/images/train-401.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0008 1.0003]
  162. train: WARNING ⚠️ /tables-dataset/train/images/train-4022.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  163. train: WARNING ⚠️ /tables-dataset/train/images/train-41188.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  164. train: WARNING ⚠️ /tables-dataset/train/images/train-4198.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  165. train: WARNING ⚠️ /tables-dataset/train/images/train-431.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  166. train: WARNING ⚠️ /tables-dataset/train/images/train-4366.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  167. train: WARNING ⚠️ /tables-dataset/train/images/train-4431.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  168. train: WARNING ⚠️ /tables-dataset/train/images/train-4478.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0006]
  169. train: WARNING ⚠️ /tables-dataset/train/images/train-4485.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003 1.0003]
  170. train: WARNING ⚠️ /tables-dataset/train/images/train-4503.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  171. train: WARNING ⚠️ /tables-dataset/train/images/train-4566.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  172. train: WARNING ⚠️ /tables-dataset/train/images/train-46.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  173. train: WARNING ⚠️ /tables-dataset/train/images/train-4611.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.003]
  174. train: WARNING ⚠️ /tables-dataset/train/images/train-4613.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  175. train: WARNING ⚠️ /tables-dataset/train/images/train-4624.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0008]
  176. train: WARNING ⚠️ /tables-dataset/train/images/train-47.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  177. train: WARNING ⚠️ /tables-dataset/train/images/train-4700.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  178. train: WARNING ⚠️ /tables-dataset/train/images/train-4709.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  179. train: WARNING ⚠️ /tables-dataset/train/images/train-4758.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  180. train: WARNING ⚠️ /tables-dataset/train/images/train-4798.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  181. train: WARNING ⚠️ /tables-dataset/train/images/train-4820.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  182. train: WARNING ⚠️ /tables-dataset/train/images/train-4902.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0013]
  183. train: WARNING ⚠️ /tables-dataset/train/images/train-5102.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  184. train: WARNING ⚠️ /tables-dataset/train/images/train-5128.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  185. train: WARNING ⚠️ /tables-dataset/train/images/train-5317.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  186. train: WARNING ⚠️ /tables-dataset/train/images/train-5333.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  187. train: WARNING ⚠️ /tables-dataset/train/images/train-5467.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0006]
  188. train: WARNING ⚠️ /tables-dataset/train/images/train-5485.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  189. train: WARNING ⚠️ /tables-dataset/train/images/train-5612.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1 1]
  190. train: WARNING ⚠️ /tables-dataset/train/images/train-5631.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0008]
  191. train: WARNING ⚠️ /tables-dataset/train/images/train-5711.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  192. train: WARNING ⚠️ /tables-dataset/train/images/train-5738.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003 1.0003]
  193. train: WARNING ⚠️ /tables-dataset/train/images/train-5811.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  194. train: WARNING ⚠️ /tables-dataset/train/images/train-5827.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  195. train: WARNING ⚠️ /tables-dataset/train/images/train-5886.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  196. train: WARNING ⚠️ /tables-dataset/train/images/train-5975.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.001]
  197. train: WARNING ⚠️ /tables-dataset/train/images/train-6188.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  198. train: WARNING ⚠️ /tables-dataset/train/images/train-6289.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  199. train: WARNING ⚠️ /tables-dataset/train/images/train-634.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  200. train: WARNING ⚠️ /tables-dataset/train/images/train-63458.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  201. train: WARNING ⚠️ /tables-dataset/train/images/train-6436.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0012]
  202. train: WARNING ⚠️ /tables-dataset/train/images/train-6495.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.001]
  203. train: WARNING ⚠️ /tables-dataset/train/images/train-6543.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005 1.0005]
  204. train: WARNING ⚠️ /tables-dataset/train/images/train-6629.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0006]
  205. train: WARNING ⚠️ /tables-dataset/train/images/train-6656.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  206. train: WARNING ⚠️ /tables-dataset/train/images/train-6714.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  207. train: WARNING ⚠️ /tables-dataset/train/images/train-6734.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  208. train: WARNING ⚠️ /tables-dataset/train/images/train-6839.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  209. train: WARNING ⚠️ /tables-dataset/train/images/train-6992.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0022]
  210. train: WARNING ⚠️ /tables-dataset/train/images/train-7035.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.001 1.0005]
  211. train: WARNING ⚠️ /tables-dataset/train/images/train-706.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  212. train: WARNING ⚠️ /tables-dataset/train/images/train-7166.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  213. train: WARNING ⚠️ /tables-dataset/train/images/train-7251.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  214. train: WARNING ⚠️ /tables-dataset/train/images/train-7254.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  215. train: WARNING ⚠️ /tables-dataset/train/images/train-7394.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  216. train: WARNING ⚠️ /tables-dataset/train/images/train-7501.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  217. train: WARNING ⚠️ /tables-dataset/train/images/train-7718.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1 1.0007]
  218. train: WARNING ⚠️ /tables-dataset/train/images/train-778.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0023]
  219. train: WARNING ⚠️ /tables-dataset/train/images/train-8019.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  220. train: WARNING ⚠️ /tables-dataset/train/images/train-8036.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  221. train: WARNING ⚠️ /tables-dataset/train/images/train-8047.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0024]
  222. train: WARNING ⚠️ /tables-dataset/train/images/train-8115.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0014]
  223. train: WARNING ⚠️ /tables-dataset/train/images/train-8133.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  224. train: WARNING ⚠️ /tables-dataset/train/images/train-8313.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0019]
  225. train: WARNING ⚠️ /tables-dataset/train/images/train-8396.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  226. train: WARNING ⚠️ /tables-dataset/train/images/train-8451.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  227. train: WARNING ⚠️ /tables-dataset/train/images/train-862.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  228. train: WARNING ⚠️ /tables-dataset/train/images/train-8705.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  229. train: WARNING ⚠️ /tables-dataset/train/images/train-8770.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  230. train: WARNING ⚠️ /tables-dataset/train/images/train-8832.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  231. train: WARNING ⚠️ /tables-dataset/train/images/train-8860.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  232. train: WARNING ⚠️ /tables-dataset/train/images/train-8910.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011]
  233. train: WARNING ⚠️ /tables-dataset/train/images/train-9070.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0011 1.0011]
  234. train: WARNING ⚠️ /tables-dataset/train/images/train-917.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  235. train: WARNING ⚠️ /tables-dataset/train/images/train-9253.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0007]
  236. train: WARNING ⚠️ /tables-dataset/train/images/train-9279.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  237. train: WARNING ⚠️ /tables-dataset/train/images/train-9343.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.001]
  238. train: WARNING ⚠️ /tables-dataset/train/images/train-9429.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  239. train: WARNING ⚠️ /tables-dataset/train/images/train-9527.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0003]
  240. train: WARNING ⚠️ /tables-dataset/train/images/train-953.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  241. train: WARNING ⚠️ /tables-dataset/train/images/train-9630.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  242. train: WARNING ⚠️ /tables-dataset/train/images/train-9662.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  243. train: WARNING ⚠️ /tables-dataset/train/images/train-9755.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  244. train: WARNING ⚠️ /tables-dataset/train/images/train-9826.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  245. train: WARNING ⚠️ /tables-dataset/train/images/train-9851.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  246. train: WARNING ⚠️ /tables-dataset/train/images/train-9984.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  247. val: Scanning /tables-dataset/valid/labels.cache... 6489 images, 9 backgrounds,
  248. val: WARNING ⚠️ /tables-dataset/valid/images/validation-1082.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  249. val: WARNING ⚠️ /tables-dataset/valid/images/validation-1565.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001 1.0001]
  250. val: WARNING ⚠️ /tables-dataset/valid/images/validation-1591.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  251. val: WARNING ⚠️ /tables-dataset/valid/images/validation-1648.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  252. val: WARNING ⚠️ /tables-dataset/valid/images/validation-1670.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0013]
  253. val: WARNING ⚠️ /tables-dataset/valid/images/validation-2.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  254. val: WARNING ⚠️ /tables-dataset/valid/images/validation-27.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  255. val: WARNING ⚠️ /tables-dataset/valid/images/validation-272.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  256. val: WARNING ⚠️ /tables-dataset/valid/images/validation-300.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0008]
  257. val: WARNING ⚠️ /tables-dataset/valid/images/validation-316.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005 1.0003]
  258. val: WARNING ⚠️ /tables-dataset/valid/images/validation-326.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0006]
  259. val: WARNING ⚠️ /tables-dataset/valid/images/validation-475.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1 1.0003]
  260. val: WARNING ⚠️ /tables-dataset/valid/images/validation-676.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  261. val: WARNING ⚠️ /tables-dataset/valid/images/validation-756.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0014]
  262. Plotting labels to runs/detect/train24/labels.jpg...
  263. 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)
  264. val: Scanning /tables-dataset/valid/labels.cache... 6489 images, 9 backgrounds,
  265. val: WARNING ⚠️ /tables-dataset/valid/images/validation-1082.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  266. val: WARNING ⚠️ /tables-dataset/valid/images/validation-1565.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001 1.0001]
  267. val: WARNING ⚠️ /tables-dataset/valid/images/validation-1591.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0009]
  268. val: WARNING ⚠️ /tables-dataset/valid/images/validation-1648.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0001]
  269. val: WARNING ⚠️ /tables-dataset/valid/images/validation-1670.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0013]
  270. val: WARNING ⚠️ /tables-dataset/valid/images/validation-2.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0004]
  271. val: WARNING ⚠️ /tables-dataset/valid/images/validation-27.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005]
  272. val: WARNING ⚠️ /tables-dataset/valid/images/validation-272.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  273. val: WARNING ⚠️ /tables-dataset/valid/images/validation-300.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0008]
  274. val: WARNING ⚠️ /tables-dataset/valid/images/validation-316.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0005 1.0003]
  275. val: WARNING ⚠️ /tables-dataset/valid/images/validation-326.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0006]
  276. val: WARNING ⚠️ /tables-dataset/valid/images/validation-475.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1 1.0003]
  277. val: WARNING ⚠️ /tables-dataset/valid/images/validation-676.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0002]
  278. val: WARNING ⚠️ /tables-dataset/valid/images/validation-756.jpg: ignoring corrupt image/label: non-normalized or out of bounds coordinates [ 1.0014]
  279. /usr/local/lib/python3.8/dist-packages/sparseml/yolov8/trainers.py:320: UserWarning: Unable to import wandb for logging
  280. warnings.warn("Unable to import wandb for logging")
  281. Image sizes 1056 train, 1056 val
  282. Using 8 dataloader workers
  283. Logging results to runs/detect/train24
  284. Starting training for 100 epochs...
  285.  
  286. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  287. 1/100 45.6G 1.265 1.952 1.182 1065 1056: 1
  288. Class Images Instances Box(P R mAP50 m
  289.  
  290. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  291. 2/100 42.3G 0.9784 1.19 0.9979 1389 1056: 1
  292. Class Images Instances Box(P R mAP50 m
  293.  
  294. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  295. 3/100 42.6G 0.8813 0.9992 0.956 1241 1056: 1
  296. Class Images Instances Box(P R mAP50 m
  297.  
  298. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  299. 4/100 46.5G 0.7802 0.8632 0.9329 1395 1056: 1
  300. Class Images Instances Box(P R mAP50 m
  301.  
  302. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  303. 5/100 41.5G 0.7085 0.7621 0.9141 1174 1056: 1
  304. Class Images Instances Box(P R mAP50 m
  305.  
  306. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  307. 6/100 44.2G 0.6678 0.7163 0.9045 1195 1056: 1
  308. Class Images Instances Box(P R mAP50 m
  309.  
  310. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  311. 7/100 42.5G 0.6408 0.6799 0.8968 1371 1056: 1
  312. Class Images Instances Box(P R mAP50 m
  313.  
  314. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  315. 8/100 41.9G 0.6212 0.655 0.893 1321 1056: 1
  316. Class Images Instances Box(P R mAP50 m
  317.  
  318. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  319. 9/100 43.8G 0.6047 0.6396 0.8887 1080 1056: 1
  320. Class Images Instances Box(P R mAP50 m
  321.  
  322. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  323. 10/100 39.6G 0.5909 0.6218 0.8861 1387 1056: 1
  324. Class Images Instances Box(P R mAP50 m
  325.  
  326. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  327. 11/100 35.3G 0.5838 0.6145 0.8839 1281 1056: 1
  328. Class Images Instances Box(P R mAP50 m
  329.  
  330. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  331. 12/100 44.4G 0.5722 0.6037 0.8819 1226 1056: 1
  332. Class Images Instances Box(P R mAP50 m
  333.  
  334. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  335. 13/100 39.7G 0.5663 0.5969 0.8802 1392 1056: 1
  336. Class Images Instances Box(P R mAP50 m
  337.  
  338. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  339. 14/100 36.4G 0.5581 0.5893 0.8784 1069 1056: 1
  340. Class Images Instances Box(P R mAP50 m
  341.  
  342. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  343. 15/100 39G 0.5535 0.581 0.8766 1343 1056: 1
  344. Class Images Instances Box(P R mAP50 m
  345.  
  346. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  347. 16/100 42.8G 0.5478 0.5749 0.8753 1069 1056: 1
  348. Class Images Instances Box(P R mAP50 m
  349.  
  350. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  351. 17/100 41.4G 0.5436 0.5725 0.875 1128 1056: 1
  352. Class Images Instances Box(P R mAP50 m
  353.  
  354. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  355. 18/100 38.4G 0.5395 0.5659 0.8737 1309 1056: 1
  356. Class Images Instances Box(P R mAP50 m
  357.  
  358. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  359. 19/100 34.4G 0.5352 0.5656 0.8734 1309 1056: 1
  360. Class Images Instances Box(P R mAP50 m
  361.  
  362. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  363. 20/100 39.4G 0.5317 0.5605 0.8721 1377 1056: 1
  364. Class Images Instances Box(P R mAP50 m
  365.  
  366. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  367. 21/100 26.2G 0.5293 0.5569 0.8717 1103 1056: 1
  368. Class Images Instances Box(P R mAP50 m
  369.  
  370. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  371. 22/100 37.7G 0.5263 0.5538 0.8704 1309 1056: 1
  372. Class Images Instances Box(P R mAP50 m
  373.  
  374. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  375. 23/100 38.5G 0.5244 0.5511 0.8705 1145 1056: 1
  376. Class Images Instances Box(P R mAP50 m
  377.  
  378. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  379. 24/100 44.9G 0.5204 0.547 0.8695 1049 1056: 1
  380. Class Images Instances Box(P R mAP50 m
  381.  
  382. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  383. 25/100 41.6G 0.5181 0.5438 0.8693 1236 1056: 1
  384. Class Images Instances Box(P R mAP50 m
  385.  
  386. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  387. 26/100 43.2G 0.5141 0.5411 0.8688 1242 1056: 1
  388. Class Images Instances Box(P R mAP50 m
  389.  
  390. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  391. 27/100 39.7G 0.5117 0.5391 0.868 1280 1056: 1
  392. Class Images Instances Box(P R mAP50 m
  393.  
  394. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  395. 28/100 39.9G 0.5086 0.5344 0.8673 1058 1056: 1
  396. Class Images Instances Box(P R mAP50 m
  397.  
  398. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  399. 29/100 40.7G 0.5066 0.5323 0.8671 1300 1056: 1
  400. Class Images Instances Box(P R mAP50 m
  401.  
  402. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  403. 30/100 42.7G 0.505 0.5313 0.867 1118 1056: 1
  404. Class Images Instances Box(P R mAP50 m
  405.  
  406. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  407. 31/100 37.7G 0.5041 0.531 0.8668 1210 1056: 1
  408. Class Images Instances Box(P R mAP50 m
  409.  
  410. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  411. 32/100 36.4G 0.5006 0.5294 0.8659 1299 1056: 1
  412. Class Images Instances Box(P R mAP50 m
  413.  
  414. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  415. 33/100 46G 0.4989 0.5247 0.8651 1166 1056: 1
  416. Class Images Instances Box(P R mAP50 m
  417.  
  418. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  419. 34/100 37.2G 0.4961 0.521 0.8642 1243 1056: 1
  420. Class Images Instances Box(P R mAP50 m
  421.  
  422. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  423. 35/100 40.5G 0.4958 0.5217 0.8645 1167 1056: 1
  424. Class Images Instances Box(P R mAP50 m
  425.  
  426. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  427. 36/100 40.3G 0.4937 0.52 0.8647 1226 1056: 1
  428. Class Images Instances Box(P R mAP50 m
  429.  
  430. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  431. 37/100 49.2G 0.4913 0.5161 0.8638 1322 1056: 1
  432. Class Images Instances Box(P R mAP50 m
  433.  
  434. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  435. 38/100 42.8G 0.4903 0.5156 0.8635 1113 1056: 1
  436. Class Images Instances Box(P R mAP50 m
  437.  
  438. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  439. 39/100 42.4G 0.4886 0.5136 0.8628 1111 1056: 1
  440. Class Images Instances Box(P R mAP50 m
  441.  
  442. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  443. 40/100 38.2G 0.4874 0.5111 0.8624 1265 1056: 1
  444. Class Images Instances Box(P R mAP50 m
  445.  
  446. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  447. 41/100 39.1G 0.4853 0.5111 0.8624 1184 1056: 1
  448. Class Images Instances Box(P R mAP50 m
  449.  
  450. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  451. 42/100 44.9G 0.4836 0.5106 0.862 1345 1056: 1
  452. Class Images Instances Box(P R mAP50 m
  453.  
  454. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  455. 43/100 44.9G 0.4821 0.5071 0.8612 1158 1056: 1
  456. Class Images Instances Box(P R mAP50 m
  457.  
  458. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  459. 44/100 37.7G 0.4797 0.5056 0.8612 1163 1056: 1
  460. Class Images Instances Box(P R mAP50 m
  461.  
  462. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  463. 45/100 43.1G 0.4796 0.5049 0.8613 1181 1056: 1
  464. Class Images Instances Box(P R mAP50 m
  465.  
  466. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  467. 46/100 40.7G 0.4767 0.5026 0.8605 1114 1056: 1
  468. Class Images Instances Box(P R mAP50 m
  469.  
  470. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  471. 47/100 39.4G 0.4744 0.4982 0.8594 1263 1056: 1
  472. Class Images Instances Box(P R mAP50 m
  473.  
  474. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  475. 48/100 35.9G 0.4739 0.4999 0.8592 1242 1056: 1
  476. Class Images Instances Box(P R mAP50 m
  477.  
  478. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  479. 49/100 35.2G 0.4726 0.4973 0.8599 1289 1056: 1
  480. Class Images Instances Box(P R mAP50 m
  481.  
  482. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  483. 50/100 42G 0.4706 0.4946 0.859 1212 1056: 1
  484. Class Images Instances Box(P R mAP50 m
  485.  
  486. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  487. 51/100 44.7G 0.4698 0.4945 0.8589 1321 1056: 1
  488. Class Images Instances Box(P R mAP50 m
  489.  
  490. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  491. 52/100 47.8G 0.4682 0.4934 0.8584 1250 1056: 1
  492. Class Images Instances Box(P R mAP50 m
  493.  
  494. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  495. 53/100 35.8G inf 0.4897 0.8582 1087 1056: 1
  496. Class Images Instances Box(P R mAP50 m
  497.  
  498. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  499. 54/100 43.9G 0.4634 0.4887 0.8574 1189 1056: 1
  500. Class Images Instances Box(P R mAP50 m
  501.  
  502. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  503. 55/100 34.5G 0.4627 0.4857 0.8568 1104 1056: 1
  504. Class Images Instances Box(P R mAP50 m
  505.  
  506. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  507. 56/100 37.6G 0.4615 0.4859 0.8572 1185 1056: 1
  508. Class Images Instances Box(P R mAP50 m
  509.  
  510. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  511. 57/100 37.8G 0.4607 0.4855 0.8569 1197 1056: 1
  512. Class Images Instances Box(P R mAP50 m
  513.  
  514. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  515. 58/100 38.1G 0.4601 0.484 0.8567 1383 1056: 1
  516. Class Images Instances Box(P R mAP50 m
  517.  
  518. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  519. 59/100 33.7G 0.4567 0.4803 0.8559 1130 1056: 1
  520. Class Images Instances Box(P R mAP50 m
  521.  
  522. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  523. 60/100 42.3G 0.456 0.4803 0.8556 1236 1056: 1
  524. Class Images Instances Box(P R mAP50 m
  525.  
  526. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  527. 61/100 39.3G 0.4542 0.4772 0.8553 1206 1056: 1
  528. Class Images Instances Box(P R mAP50 m
  529.  
  530. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  531. 62/100 37.1G 0.4535 0.4772 0.8552 1124 1056: 1
  532. Class Images Instances Box(P R mAP50 m
  533.  
  534. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  535. 63/100 46.4G 0.4515 0.4752 0.8551 1204 1056: 1
  536. Class Images Instances Box(P R mAP50 m
  537.  
  538. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  539. 64/100 44.7G 0.4502 0.4732 0.8545 1294 1056: 1
  540. Class Images Instances Box(P R mAP50 m
  541.  
  542. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  543. 65/100 37.5G 0.4492 0.4729 0.854 1470 1056: 1
  544. Class Images Instances Box(P R mAP50 m
  545.  
  546. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  547. 66/100 37.3G 0.4473 0.4692 0.8534 1244 1056: 1
  548. Class Images Instances Box(P R mAP50 m
  549.  
  550. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  551. 67/100 44.7G 0.4465 0.4693 0.8535 1318 1056: 1
  552. Class Images Instances Box(P R mAP50 m
  553.  
  554. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  555. 68/100 46.6G 0.4434 0.4661 0.8528 1058 1056: 1
  556. Class Images Instances Box(P R mAP50 m
  557.  
  558. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  559. 69/100 45.3G 0.4432 0.4665 0.8534 1293 1056: 1
  560. Class Images Instances Box(P R mAP50 m
  561.  
  562. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  563. 70/100 54.7G 0.4408 0.4641 0.8524 1253 1056: 1
  564. Class Images Instances Box(P R mAP50 m
  565.  
  566. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  567. 71/100 39.6G 0.4394 0.4611 0.852 1131 1056: 1
  568. Class Images Instances Box(P R mAP50 m
  569.  
  570. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  571. 72/100 44.4G 0.4374 0.462 0.8518 1080 1056: 1
  572. Class Images Instances Box(P R mAP50 m
  573.  
  574. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  575. 73/100 39.6G 0.4357 0.4579 0.8514 1163 1056: 1
  576. Class Images Instances Box(P R mAP50 m
  577.  
  578. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  579. 74/100 46.1G 0.4346 0.4568 0.8517 1160 1056: 1
  580. Class Images Instances Box(P R mAP50 m
  581.  
  582. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  583. 75/100 50.4G 0.4314 0.4519 0.8506 1220 1056: 1
  584. Class Images Instances Box(P R mAP50 m
  585.  
  586. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  587. 76/100 37.3G inf 0.454 0.8503 1018 1056: 1
  588. Class Images Instances Box(P R mAP50 m
  589.  
  590. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  591. 77/100 37.2G 0.4285 0.4505 0.8499 1317 1056: 1
  592. Class Images Instances Box(P R mAP50 m
  593.  
  594. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  595. 78/100 33.3G 0.4289 0.4504 0.8497 1143 1056: 1
  596. Class Images Instances Box(P R mAP50 m
  597.  
  598. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  599. 79/100 36.7G 0.4257 0.4471 0.8486 1195 1056: 1
  600. Class Images Instances Box(P R mAP50 m
  601.  
  602. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  603. 80/100 31G 0.4238 0.4448 0.8491 1331 1056: 1
  604. Class Images Instances Box(P R mAP50 m
  605.  
  606. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  607. 81/100 31.8G 0.4227 0.4446 0.8489 1202 1056: 1
  608. Class Images Instances Box(P R mAP50 m
  609.  
  610. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  611. 82/100 42.1G 0.4213 0.442 0.8482 1034 1056: 1
  612. Class Images Instances Box(P R mAP50 m
  613.  
  614. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  615. 83/100 45.3G 0.4195 0.439 0.8484 1326 1056: 1
  616. Class Images Instances Box(P R mAP50 m
  617.  
  618. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  619. 84/100 48.6G 0.4164 0.4358 0.8473 1108 1056: 1
  620. Class Images Instances Box(P R mAP50 m
  621.  
  622. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  623. 85/100 39.8G 0.4155 0.4357 0.8472 1151 1056: 1
  624. Class Images Instances Box(P R mAP50 m
  625.  
  626. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  627. 86/100 43.9G 0.4136 0.4329 0.8469 1230 1056: 1
  628. Class Images Instances Box(P R mAP50 m
  629.  
  630. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  631. 87/100 36.8G 0.4125 0.4319 0.8465 1323 1056: 1
  632. Class Images Instances Box(P R mAP50 m
  633.  
  634. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  635. 88/100 38.2G 0.408 0.4272 0.8455 1224 1056: 1
  636. Class Images Instances Box(P R mAP50 m
  637.  
  638. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  639. 89/100 42.4G 0.4077 0.4262 0.8454 1205 1056: 1
  640. Class Images Instances Box(P R mAP50 m
  641.  
  642. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  643. 90/100 56G 0.4054 0.4246 0.8449 980 1056: 1
  644. Class Images Instances Box(P R mAP50 m
  645. Closing dataloader mosaic
  646.  
  647. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  648. 91/100 34.6G 0.4704 0.4162 0.8003 741 1056: 1
  649. Class Images Instances Box(P R mAP50 m
  650.  
  651. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  652. 92/100 31.8G 0.4655 0.4085 0.7985 680 1056: 1
  653. Class Images Instances Box(P R mAP50 m
  654.  
  655. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  656. 93/100 34.5G 0.4619 0.4046 0.7969 640 1056: 1
  657. Class Images Instances Box(P R mAP50 m
  658.  
  659. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  660. 94/100 40.1G 0.4583 0.3996 0.7967 602 1056: 1
  661. Class Images Instances Box(P R mAP50 m
  662.  
  663. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  664. 95/100 40.1G 0.4556 0.3962 0.7959 750 1056: 1
  665. Class Images Instances Box(P R mAP50 m
  666.  
  667. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  668. 96/100 35.5G 0.4525 0.3918 0.7945 747 1056: 1
  669. Class Images Instances Box(P R mAP50 m
  670.  
  671. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  672. 97/100 37.7G 0.4491 0.3882 0.7941 643 1056: 1
  673. Class Images Instances Box(P R mAP50 m
  674.  
  675. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  676. 98/100 33.8G 0.4471 0.3846 0.7932 660 1056: 1
  677. Class Images Instances Box(P R mAP50 m
  678.  
  679. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  680. 99/100 38.1G 0.4427 0.3807 0.7928 714 1056: 1
  681. Class Images Instances Box(P R mAP50 m
  682.  
  683. Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
  684. 100/100 36G 0.4395 0.376 0.7925 671 1056: 1
  685. Class Images Instances Box(P R mAP50 m
  686.  
  687. 100 epochs completed in 13.066 hours.
  688. Optimizer stripped from runs/detect/train24/weights/last.pt, 6.3MB
  689. Optimizer stripped from runs/detect/train24/weights/best.pt, 6.3MB
  690.  
  691. Validating runs/detect/train24/weights/best.pt...
  692. Class Images Instances Box(P R mAP50 m
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