thanhtuit96 commited on
Commit
ab4744d
1 Parent(s): 7f6241d
Files changed (49) hide show
  1. .gitattributes +0 -0
  2. rtdetr-x.pt +3 -0
  3. runs/detect/RTDETR/args.yaml +108 -0
  4. runs/detect/RTDETR/events.out.tfevents.1715649540.e6c072adb760.143.0 +3 -0
  5. runs/detect/RTDETR/events.out.tfevents.1715694261.6a2d8cb99c24.161.0 +3 -0
  6. runs/detect/RTDETR/events.out.tfevents.1715739410.a731a84dd326.123.0 +3 -0
  7. runs/detect/RTDETR/labels.jpg +3 -0
  8. runs/detect/RTDETR/labels_correlogram.jpg +3 -0
  9. runs/detect/RTDETR/results.csv +135 -0
  10. runs/detect/RTDETR/train_batch0.jpg +3 -0
  11. runs/detect/RTDETR/train_batch1.jpg +3 -0
  12. runs/detect/RTDETR/train_batch2.jpg +3 -0
  13. runs/detect/RTDETR/weights/best.pt +3 -0
  14. runs/detect/RTDETR/weights/epoch100.pt +3 -0
  15. runs/detect/RTDETR/weights/epoch50.pt +3 -0
  16. runs/detect/RTDETR/weights/last.pt +3 -0
  17. wandb/run-20240514_011900-d0zhpk4t/files/conda-environment.yaml +0 -0
  18. wandb/run-20240514_011900-d0zhpk4t/files/config.yaml +364 -0
  19. wandb/run-20240514_011900-d0zhpk4t/files/media/images/labels_1_d6f228f8aa5fae43804f.jpg +3 -0
  20. wandb/run-20240514_011900-d0zhpk4t/files/media/images/train_batch0_1_2951a6cb9265745c7fa5.jpg +3 -0
  21. wandb/run-20240514_011900-d0zhpk4t/files/media/images/train_batch1_1_6a8f67d09f1e68fece74.jpg +3 -0
  22. wandb/run-20240514_011900-d0zhpk4t/files/media/images/train_batch2_1_a662ded17184ed0b673b.jpg +3 -0
  23. wandb/run-20240514_011900-d0zhpk4t/files/output.log +0 -0
  24. wandb/run-20240514_011900-d0zhpk4t/files/requirements.txt +865 -0
  25. wandb/run-20240514_011900-d0zhpk4t/files/wandb-metadata.json +65 -0
  26. wandb/run-20240514_011900-d0zhpk4t/files/wandb-summary.json +1 -0
  27. wandb/run-20240514_011900-d0zhpk4t/logs/debug-internal.log +0 -0
  28. wandb/run-20240514_011900-d0zhpk4t/logs/debug.log +30 -0
  29. wandb/run-20240514_011900-d0zhpk4t/run-d0zhpk4t.wandb +3 -0
  30. wandb/run-20240514_134421-rr61r5sa/files/conda-environment.yaml +0 -0
  31. wandb/run-20240514_134421-rr61r5sa/files/config.yaml +364 -0
  32. wandb/run-20240514_134421-rr61r5sa/files/media/images/labels_45_d6f228f8aa5fae43804f.jpg +3 -0
  33. wandb/run-20240514_134421-rr61r5sa/files/output.log +0 -0
  34. wandb/run-20240514_134421-rr61r5sa/files/requirements.txt +865 -0
  35. wandb/run-20240514_134421-rr61r5sa/files/wandb-metadata.json +65 -0
  36. wandb/run-20240514_134421-rr61r5sa/files/wandb-summary.json +1 -0
  37. wandb/run-20240514_134421-rr61r5sa/logs/debug-internal.log +0 -0
  38. wandb/run-20240514_134421-rr61r5sa/logs/debug.log +30 -0
  39. wandb/run-20240514_134421-rr61r5sa/run-rr61r5sa.wandb +3 -0
  40. wandb/run-20240515_021650-bpsvopv0/files/conda-environment.yaml +0 -0
  41. wandb/run-20240515_021650-bpsvopv0/files/config.yaml +364 -0
  42. wandb/run-20240515_021650-bpsvopv0/files/media/images/labels_89_d6f228f8aa5fae43804f.jpg +3 -0
  43. wandb/run-20240515_021650-bpsvopv0/files/output.log +0 -0
  44. wandb/run-20240515_021650-bpsvopv0/files/requirements.txt +865 -0
  45. wandb/run-20240515_021650-bpsvopv0/files/wandb-metadata.json +65 -0
  46. wandb/run-20240515_021650-bpsvopv0/files/wandb-summary.json +1 -0
  47. wandb/run-20240515_021650-bpsvopv0/logs/debug-internal.log +0 -0
  48. wandb/run-20240515_021650-bpsvopv0/logs/debug.log +30 -0
  49. wandb/run-20240515_021650-bpsvopv0/run-bpsvopv0.wandb +3 -0
.gitattributes CHANGED
The diff for this file is too large to render. See raw diff
 
rtdetr-x.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f88f4f6ca0068be23dbf3f09a78ad758da222d0e3afec8e591fee24d3a277913
3
+ size 135753358
runs/detect/RTDETR/args.yaml ADDED
@@ -0,0 +1,108 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task: detect
2
+ mode: train
3
+ model: /kaggle/working/runs/detect/RTDETR/weights/last.pt
4
+ data: /opt/conda/lib/python3.10/site-packages/ultralytics/cfg/datasets/VisDrone.yaml
5
+ epochs: 300
6
+ time: null
7
+ patience: 100
8
+ batch: 8
9
+ imgsz: 640
10
+ save: true
11
+ save_period: 50
12
+ cache: false
13
+ device:
14
+ - 0
15
+ - 1
16
+ workers: 8
17
+ project: null
18
+ name: RTDETR
19
+ exist_ok: false
20
+ pretrained: true
21
+ optimizer: auto
22
+ verbose: false
23
+ seed: 0
24
+ deterministic: true
25
+ single_cls: false
26
+ rect: false
27
+ cos_lr: false
28
+ close_mosaic: 10
29
+ resume: /kaggle/working/runs/detect/RTDETR/weights/last.pt
30
+ amp: false
31
+ fraction: 1.0
32
+ profile: false
33
+ freeze: null
34
+ multi_scale: false
35
+ overlap_mask: true
36
+ mask_ratio: 4
37
+ dropout: 0.0
38
+ val: true
39
+ split: val
40
+ save_json: false
41
+ save_hybrid: false
42
+ conf: null
43
+ iou: 0.7
44
+ max_det: 300
45
+ half: false
46
+ dnn: false
47
+ plots: true
48
+ source: null
49
+ vid_stride: 1
50
+ stream_buffer: false
51
+ visualize: false
52
+ augment: false
53
+ agnostic_nms: false
54
+ classes: null
55
+ retina_masks: false
56
+ embed: null
57
+ show: false
58
+ save_frames: false
59
+ save_txt: false
60
+ save_conf: false
61
+ save_crop: false
62
+ show_labels: true
63
+ show_conf: true
64
+ show_boxes: true
65
+ line_width: null
66
+ format: torchscript
67
+ keras: false
68
+ optimize: false
69
+ int8: false
70
+ dynamic: false
71
+ simplify: false
72
+ opset: null
73
+ workspace: 4
74
+ nms: false
75
+ lr0: 0.01
76
+ lrf: 0.01
77
+ momentum: 0.937
78
+ weight_decay: 0.0005
79
+ warmup_epochs: 3.0
80
+ warmup_momentum: 0.8
81
+ warmup_bias_lr: 0.0
82
+ box: 7.5
83
+ cls: 0.5
84
+ dfl: 1.5
85
+ pose: 12.0
86
+ kobj: 1.0
87
+ label_smoothing: 0.0
88
+ nbs: 64
89
+ hsv_h: 0.015
90
+ hsv_s: 0.7
91
+ hsv_v: 0.4
92
+ degrees: 0.0
93
+ translate: 0.1
94
+ scale: 0.5
95
+ shear: 0.0
96
+ perspective: 0.0
97
+ flipud: 0.0
98
+ fliplr: 0.5
99
+ bgr: 0.0
100
+ mosaic: 1.0
101
+ mixup: 0.0
102
+ copy_paste: 0.0
103
+ auto_augment: randaugment
104
+ erasing: 0.4
105
+ crop_fraction: 1.0
106
+ cfg: null
107
+ tracker: botsort.yaml
108
+ save_dir: runs/detect/RTDETR
runs/detect/RTDETR/events.out.tfevents.1715649540.e6c072adb760.143.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e418c6e77eb29f88af1e45e5449cd4acda94ed3c1b9757022754b247ebd61261
3
+ size 1284101
runs/detect/RTDETR/events.out.tfevents.1715694261.6a2d8cb99c24.161.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8c8edcee603afd8d83a4058b2bd0c73b2d2a0321b8880625b40a5f50b04f1571
3
+ size 1284763
runs/detect/RTDETR/events.out.tfevents.1715739410.a731a84dd326.123.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0426f9ea93513a97a713fbb95875434513eccaae2510eb3a795eec80b393504a
3
+ size 1286178
runs/detect/RTDETR/labels.jpg ADDED

Git LFS Details

  • SHA256: d6f228f8aa5fae43804fe0bc7b816029875a757ac3fdd7a8dbcd9ea9de53dc61
  • Pointer size: 131 Bytes
  • Size of remote file: 137 kB
runs/detect/RTDETR/labels_correlogram.jpg ADDED

Git LFS Details

  • SHA256: e4975f2fbf6df0d9f4751a4c8019974b19af0e0ccce3815d661e8d318681abf5
  • Pointer size: 131 Bytes
  • Size of remote file: 215 kB
runs/detect/RTDETR/results.csv ADDED
@@ -0,0 +1,135 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ epoch, train/giou_loss, train/cls_loss, train/l1_loss, metrics/precision(B), metrics/recall(B), metrics/mAP50(B), metrics/mAP50-95(B), val/giou_loss, val/cls_loss, val/l1_loss, lr/pg0, lr/pg1, lr/pg2
2
+ 1, 1.7872, 0.72308, 0.59821, 0.7339, 0.05208, 0.06586, 0.03739, 1.1895, 0.60509, 0.19393, 0.0033292, 0.0033292, 0.0033292
3
+ 2, 1.5966, 0.41113, 0.3238, 0.56931, 0.07181, 0.07112, 0.03444, 1.2148, 0.51133, 0.17153, 0.0066406, 0.0066406, 0.0066406
4
+ 3, 1.6381, 0.35259, 0.30146, 0.56382, 0.07312, 0.07446, 0.03271, 1.3208, 0.43546, 0.19698, 0.0099299, 0.0099299, 0.0099299
5
+ 4, 1.6312, 0.33744, 0.28479, 0.43684, 0.10341, 0.08342, 0.03309, 1.3483, 0.42252, 0.17258, 0.009901, 0.009901, 0.009901
6
+ 5, 1.6012, 0.33614, 0.26209, 0.48997, 0.12133, 0.10012, 0.03981, 1.2539, 0.44496, 0.16485, 0.009868, 0.009868, 0.009868
7
+ 6, 1.5823, 0.33853, 0.24553, 0.59455, 0.13995, 0.12523, 0.05339, 1.1852, 0.47895, 0.14506, 0.009835, 0.009835, 0.009835
8
+ 7, 1.5192, 0.35264, 0.22225, 0.68131, 0.13894, 0.15642, 0.06564, 1.1603, 0.43737, 0.17122, 0.009802, 0.009802, 0.009802
9
+ 8, 1.4818, 0.36223, 0.21246, 0.58433, 0.14642, 0.15256, 0.07314, 1.1562, 0.44621, 0.1405, 0.009769, 0.009769, 0.009769
10
+ 9, 1.4609, 0.36764, 0.2068, 0.52963, 0.17973, 0.19163, 0.09507, 1.0512, 0.5002, 0.12358, 0.009736, 0.009736, 0.009736
11
+ 10, 1.397, 0.39624, 0.19313, 0.35198, 0.16511, 0.16846, 0.0774, 1.0957, 0.47451, 0.13955, 0.009703, 0.009703, 0.009703
12
+ 11, 1.3579, 0.41013, 0.18782, 0.54483, 0.1804, 0.18536, 0.08524, 1.0891, 0.49126, 0.12907, 0.00967, 0.00967, 0.00967
13
+ 12, 1.3535, 0.40731, 0.19262, 0.49971, 0.17931, 0.18713, 0.09207, 1.1124, 0.48774, 0.1215, 0.009637, 0.009637, 0.009637
14
+ 13, 1.3449, 0.40952, 0.18012, 0.52803, 0.18619, 0.19821, 0.0931, 1.0908, 0.48648, 0.12501, 0.009604, 0.009604, 0.009604
15
+ 14, 1.281, 0.42756, 0.17277, 0.54248, 0.21205, 0.2252, 0.11394, 1.01, 0.52059, 0.11302, 0.009571, 0.009571, 0.009571
16
+ 15, 1.3229, 0.40742, 0.17742, 0.4947, 0.2135, 0.22984, 0.11597, 1.0321, 0.50075, 0.10975, 0.009538, 0.009538, 0.009538
17
+ 16, 1.3315, 0.40661, 0.17608, 0.47109, 0.20525, 0.2089, 0.10084, 1.0938, 0.48566, 0.12206, 0.009505, 0.009505, 0.009505
18
+ 17, 1.2803, 0.42162, 0.16962, 0.43947, 0.23097, 0.23923, 0.12195, 1.0186, 0.49225, 0.11635, 0.009472, 0.009472, 0.009472
19
+ 18, 1.2596, 0.42481, 0.16301, 0.40261, 0.22391, 0.22695, 0.11118, 1.049, 0.48797, 0.12291, 0.009439, 0.009439, 0.009439
20
+ 19, 1.2923, 0.41353, 0.16809, 0.41659, 0.25414, 0.2568, 0.13148, 0.98621, 0.50965, 0.1037, 0.009406, 0.009406, 0.009406
21
+ 20, 1.2638, 0.42232, 0.16544, 0.43576, 0.25653, 0.25641, 0.12919, 0.97499, 0.50083, 0.11249, 0.009373, 0.009373, 0.009373
22
+ 21, 1.2904, 0.41609, 0.16669, 0.43598, 0.25642, 0.26018, 0.13729, 0.9549, 0.52622, 0.09903, 0.00934, 0.00934, 0.00934
23
+ 22, 1.2414, 0.42795, 0.15778, 0.41224, 0.26265, 0.26167, 0.12898, 0.98413, 0.50604, 0.10555, 0.009307, 0.009307, 0.009307
24
+ 23, 1.2572, 0.42263, 0.15486, 0.457, 0.28815, 0.29088, 0.15747, 0.89898, 0.53625, 0.0937, 0.009274, 0.009274, 0.009274
25
+ 24, 1.2374, 0.43304, 0.15392, 0.45932, 0.27328, 0.27786, 0.14829, 0.9535, 0.51124, 0.09975, 0.009241, 0.009241, 0.009241
26
+ 25, 1.2439, 0.42467, 0.15832, 0.42077, 0.27363, 0.26636, 0.13849, 0.9738, 0.51747, 0.10355, 0.009208, 0.009208, 0.009208
27
+ 26, 1.2341, 0.4268, 0.153, 0.44202, 0.27219, 0.27199, 0.13775, 0.98153, 0.50516, 0.10482, 0.009175, 0.009175, 0.009175
28
+ 27, 1.2498, 0.42267, 0.15491, 0.42823, 0.27603, 0.2715, 0.12469, 1.02, 0.50008, 0.10766, 0.009142, 0.009142, 0.009142
29
+ 28, 1.2375, 0.43307, 0.15427, 0.42352, 0.28248, 0.28369, 0.14825, 0.94212, 0.52406, 0.09816, 0.009109, 0.009109, 0.009109
30
+ 29, 1.208, 0.43587, 0.14655, 0.441, 0.28936, 0.28817, 0.14233, 0.95135, 0.52512, 0.10199, 0.009076, 0.009076, 0.009076
31
+ 30, 1.2373, 0.42799, 0.14688, 0.42199, 0.28613, 0.28003, 0.14277, 0.95558, 0.52122, 0.09864, 0.009043, 0.009043, 0.009043
32
+ 31, 1.2227, 0.43187, 0.15297, 0.44898, 0.28168, 0.28378, 0.14775, 0.9674, 0.50965, 0.09987, 0.00901, 0.00901, 0.00901
33
+ 32, 1.2177, 0.43492, 0.15018, 0.46386, 0.31153, 0.31168, 0.16762, 0.88469, 0.54597, 0.09145, 0.008977, 0.008977, 0.008977
34
+ 33, 1.2193, 0.42925, 0.1439, 0.47416, 0.30814, 0.30961, 0.1686, 0.89821, 0.52816, 0.09393, 0.008944, 0.008944, 0.008944
35
+ 34, 1.209, 0.43225, 0.14407, 0.44456, 0.29483, 0.29287, 0.15854, 0.912, 0.53141, 0.09678, 0.008911, 0.008911, 0.008911
36
+ 35, 1.2295, 0.42699, 0.14557, 0.45905, 0.28266, 0.28893, 0.15811, 0.95782, 0.50174, 0.09534, 0.008878, 0.008878, 0.008878
37
+ 36, 1.2266, 0.42832, 0.14868, 0.49401, 0.30367, 0.31481, 0.1736, 0.90795, 0.52676, 0.09735, 0.008845, 0.008845, 0.008845
38
+ 37, 1.2236, 0.43227, 0.14926, 0.47031, 0.30618, 0.31419, 0.16267, 0.91186, 0.52742, 0.094, 0.008812, 0.008812, 0.008812
39
+ 38, 1.2024, 0.43676, 0.14094, 0.47585, 0.31445, 0.31975, 0.16966, 0.92001, 0.51815, 0.09142, 0.008779, 0.008779, 0.008779
40
+ 39, 1.195, 0.43776, 0.13938, 0.46556, 0.31399, 0.31612, 0.16514, 0.8957, 0.53128, 0.0937, 0.008746, 0.008746, 0.008746
41
+ 40, 1.2007, 0.43418, 0.14209, 0.46511, 0.31026, 0.30941, 0.16339, 0.89698, 0.52733, 0.09241, 0.008713, 0.008713, 0.008713
42
+ 41, 1.1958, 0.43763, 0.14055, 0.42159, 0.27804, 0.28183, 0.13038, 0.98783, 0.50957, 0.09655, 0.00868, 0.00868, 0.00868
43
+ 42, 1.1599, 0.44601, 0.13515, 0.47045, 0.29103, 0.29887, 0.15695, 0.94586, 0.50356, 0.09514, 0.008647, 0.008647, 0.008647
44
+ 43, 1.1752, 0.44193, 0.13902, 0.46848, 0.29787, 0.30419, 0.15874, 0.94864, 0.50658, 0.09394, 0.008614, 0.008614, 0.008614
45
+ 44, 1.1724, 0.44263, 0.13859, 0.48357, 0.31868, 0.3236, 0.17646, 0.88712, 0.53271, 0.09072, 0.008581, 0.008581, 0.008581
46
+ 45, 1.2201, 0.43283, 0.14454, 0.50416, 0.33654, 0.34641, 0.19354, 0.84094, 0.54387, 0.08601, 0.008548, 0.008548, 0.008548
47
+ 46, 1.2342, 0.41894, 0.14341, 0.50278, 0.32637, 0.33269, 0.1779, 0.88519, 0.52226, 0.08932, 0.008515, 0.008515, 0.008515
48
+ 47, 1.1987, 0.43101, 0.13786, 0.48962, 0.32263, 0.32667, 0.17279, 0.88141, 0.53607, 0.08764, 0.008482, 0.008482, 0.008482
49
+ 48, 1.1947, 0.43118, 0.13784, 0.49004, 0.32185, 0.32364, 0.17533, 0.89511, 0.51973, 0.0931, 0.008449, 0.008449, 0.008449
50
+ 49, 1.2019, 0.43364, 0.13898, 0.4607, 0.30309, 0.30171, 0.14748, 0.97463, 0.51304, 0.09529, 0.008416, 0.008416, 0.008416
51
+ 50, 1.1729, 0.44261, 0.13692, 0.47648, 0.32601, 0.32734, 0.17786, 0.87124, 0.54342, 0.08724, 0.008383, 0.008383, 0.008383
52
+ 51, 1.1472, 0.44945, 0.13322, 0.49176, 0.33573, 0.34282, 0.18441, 0.84879, 0.54852, 0.08526, 0.00835, 0.00835, 0.00835
53
+ 52, 1.1778, 0.43646, 0.13471, 0.4713, 0.32664, 0.32675, 0.17516, 0.88968, 0.52795, 0.08695, 0.008317, 0.008317, 0.008317
54
+ 53, 1.1799, 0.44267, 0.13558, 0.47877, 0.33038, 0.3308, 0.17394, 0.86142, 0.53805, 0.08671, 0.008284, 0.008284, 0.008284
55
+ 54, 1.1656, 0.44683, 0.13412, 0.49492, 0.33933, 0.34085, 0.19178, 0.84782, 0.54534, 0.08517, 0.008251, 0.008251, 0.008251
56
+ 55, 1.1751, 0.43476, 0.12895, 0.49713, 0.33015, 0.33622, 0.1767, 0.88115, 0.52951, 0.08886, 0.008218, 0.008218, 0.008218
57
+ 56, 1.1616, 0.44637, 0.1344, 0.47162, 0.33465, 0.33133, 0.17293, 0.88311, 0.53791, 0.08874, 0.008185, 0.008185, 0.008185
58
+ 57, 1.1215, 0.4535, 0.12258, 0.51987, 0.34188, 0.35156, 0.19205, 0.84242, 0.54286, 0.08482, 0.008152, 0.008152, 0.008152
59
+ 58, 1.1701, 0.43922, 0.13494, 0.50238, 0.3352, 0.33903, 0.181, 0.87639, 0.52931, 0.08718, 0.008119, 0.008119, 0.008119
60
+ 59, 1.199, 0.43165, 0.13482, 0.50097, 0.34251, 0.34899, 0.18711, 0.8527, 0.53525, 0.08907, 0.008086, 0.008086, 0.008086
61
+ 60, 1.1396, 0.44965, 0.12497, 0.47357, 0.33319, 0.3299, 0.18126, 0.87274, 0.53111, 0.08535, 0.008053, 0.008053, 0.008053
62
+ 61, 1.1582, 0.44684, 0.1291, 0.47678, 0.32791, 0.3299, 0.17584, 0.91092, 0.52465, 0.08969, 0.00802, 0.00802, 0.00802
63
+ 62, 1.1354, 0.45116, 0.12151, 0.49298, 0.33941, 0.34035, 0.18116, 0.852, 0.54325, 0.08429, 0.007987, 0.007987, 0.007987
64
+ 63, 1.1764, 0.44109, 0.13379, 0.50646, 0.35066, 0.35389, 0.19722, 0.83224, 0.54587, 0.08454, 0.007954, 0.007954, 0.007954
65
+ 64, 1.1826, 0.43407, 0.13269, 0.49828, 0.34092, 0.34374, 0.18515, 0.86724, 0.52834, 0.08928, 0.007921, 0.007921, 0.007921
66
+ 65, 1.1397, 0.45416, 0.12567, 0.51605, 0.35499, 0.36086, 0.19791, 0.83725, 0.54462, 0.08485, 0.007888, 0.007888, 0.007888
67
+ 66, 1.1345, 0.44841, 0.12444, 0.48428, 0.3359, 0.33657, 0.18336, 0.87499, 0.53234, 0.0868, 0.007855, 0.007855, 0.007855
68
+ 67, 1.0895, 0.46767, 0.11779, 0.53195, 0.35883, 0.36836, 0.20846, 0.80805, 0.55182, 0.08191, 0.007822, 0.007822, 0.007822
69
+ 68, 1.1274, 0.44797, 0.12169, 0.47645, 0.33443, 0.32883, 0.16095, 0.91353, 0.53655, 0.08917, 0.007789, 0.007789, 0.007789
70
+ 69, 1.15, 0.44008, 0.1252, 0.50267, 0.35566, 0.35795, 0.19724, 0.84284, 0.53986, 0.08347, 0.007756, 0.007756, 0.007756
71
+ 70, 1.1709, 0.43934, 0.12507, 0.50902, 0.35648, 0.35722, 0.19622, 0.83792, 0.5444, 0.08527, 0.007723, 0.007723, 0.007723
72
+ 71, 1.0993, 0.4629, 0.11844, 0.51749, 0.35892, 0.36545, 0.20832, 0.80234, 0.55511, 0.08116, 0.00769, 0.00769, 0.00769
73
+ 72, 1.1304, 0.44688, 0.12191, 0.52766, 0.36293, 0.36918, 0.21209, 0.80092, 0.54973, 0.08077, 0.007657, 0.007657, 0.007657
74
+ 73, 1.122, 0.44556, 0.11835, 0.52027, 0.35609, 0.35917, 0.19847, 0.83365, 0.54323, 0.08428, 0.007624, 0.007624, 0.007624
75
+ 74, 1.142, 0.44299, 0.12377, 0.51866, 0.35608, 0.36208, 0.20515, 0.82466, 0.54337, 0.08373, 0.007591, 0.007591, 0.007591
76
+ 75, 1.1065, 0.45428, 0.12012, 0.50865, 0.3545, 0.35492, 0.19673, 0.83727, 0.54344, 0.08296, 0.007558, 0.007558, 0.007558
77
+ 76, 1.1215, 0.4506, 0.12, 0.51407, 0.35026, 0.35567, 0.19774, 0.84513, 0.5351, 0.08305, 0.007525, 0.007525, 0.007525
78
+ 77, 1.0923, 0.45577, 0.11509, 0.5297, 0.36257, 0.36768, 0.20905, 0.80239, 0.54524, 0.08038, 0.007492, 0.007492, 0.007492
79
+ 78, 1.1132, 0.45337, 0.12022, 0.53075, 0.36079, 0.36686, 0.21042, 0.80462, 0.54547, 0.08021, 0.007459, 0.007459, 0.007459
80
+ 79, 1.1209, 0.4482, 0.1189, 0.52935, 0.36323, 0.36776, 0.20554, 0.81267, 0.54293, 0.08211, 0.007426, 0.007426, 0.007426
81
+ 80, 1.1279, 0.44769, 0.11981, 0.52505, 0.35674, 0.3617, 0.20496, 0.82574, 0.5398, 0.08284, 0.007393, 0.007393, 0.007393
82
+ 81, 1.1225, 0.44541, 0.119, 0.52299, 0.36282, 0.36644, 0.20816, 0.81742, 0.54237, 0.08124, 0.00736, 0.00736, 0.00736
83
+ 82, 1.1625, 0.43731, 0.12789, 0.53106, 0.36201, 0.36873, 0.20928, 0.82403, 0.53535, 0.0829, 0.007327, 0.007327, 0.007327
84
+ 83, 1.1641, 0.43172, 0.12493, 0.52128, 0.33852, 0.34271, 0.18231, 0.89465, 0.51214, 0.0881, 0.007294, 0.007294, 0.007294
85
+ 84, 1.1913, 0.43218, 0.13604, 0.52859, 0.3529, 0.35733, 0.19253, 0.86956, 0.5292, 0.08874, 0.007261, 0.007261, 0.007261
86
+ 85, 1.0804, 0.46765, 0.11469, 0.527, 0.36006, 0.36735, 0.20616, 0.82609, 0.55289, 0.08163, 0.007228, 0.007228, 0.007228
87
+ 86, 1.1076, 0.45243, 0.11943, 0.52715, 0.36038, 0.36636, 0.20254, 0.82683, 0.54901, 0.08081, 0.007195, 0.007195, 0.007195
88
+ 87, 1.1291, 0.4493, 0.12268, 0.52323, 0.36221, 0.36185, 0.20578, 0.81763, 0.54331, 0.08127, 0.007162, 0.007162, 0.007162
89
+ 88, 1.1571, 0.44072, 0.12613, 0.51987, 0.3547, 0.35722, 0.20211, 0.83361, 0.53485, 0.08415, 0.007129, 0.007129, 0.007129
90
+ 89, 1.1692, 0.43777, 0.13026, 0.52082, 0.356, 0.35354, 0.19893, 0.83642, 0.53621, 0.08343, 0.007096, 0.007096, 0.007096
91
+ 90, 1.1526, 0.44248, 0.12702, 0.52985, 0.36033, 0.36197, 0.20644, 0.81721, 0.54962, 0.0827, 0.007063, 0.007063, 0.007063
92
+ 91, 1.0739, 0.46413, 0.11364, 0.53062, 0.36632, 0.36753, 0.20799, 0.81219, 0.55259, 0.08171, 0.00703, 0.00703, 0.00703
93
+ 92, 1.1789, 0.43348, 0.13011, 0.53702, 0.3645, 0.36674, 0.21149, 0.80861, 0.54495, 0.08197, 0.006997, 0.006997, 0.006997
94
+ 93, 1.0838, 0.45959, 0.11158, 0.54135, 0.36945, 0.3754, 0.21557, 0.79461, 0.55609, 0.07918, 0.006964, 0.006964, 0.006964
95
+ 94, 1.0834, 0.45569, 0.11174, 0.53382, 0.37008, 0.37397, 0.20761, 0.81018, 0.55679, 0.07991, 0.006931, 0.006931, 0.006931
96
+ 95, 1.0991, 0.45276, 0.11743, 0.53949, 0.37358, 0.37761, 0.21338, 0.79917, 0.55544, 0.07944, 0.006898, 0.006898, 0.006898
97
+ 96, 1.1073, 0.451, 0.11649, 0.53734, 0.36945, 0.37282, 0.21077, 0.80899, 0.54847, 0.0815, 0.006865, 0.006865, 0.006865
98
+ 97, 1.2108, 0.42336, 0.13226, 0.54124, 0.36436, 0.36699, 0.21184, 0.81654, 0.53455, 0.0822, 0.006832, 0.006832, 0.006832
99
+ 98, 1.0926, 0.45966, 0.11371, 0.54001, 0.37063, 0.373, 0.21399, 0.81397, 0.54575, 0.08107, 0.006799, 0.006799, 0.006799
100
+ 99, 1.1409, 0.43559, 0.12103, 0.53418, 0.36439, 0.36721, 0.20905, 0.82602, 0.53795, 0.08202, 0.006766, 0.006766, 0.006766
101
+ 100, 1.3, 0.38955, 0.14257, 0.53063, 0.35801, 0.35699, 0.19867, 0.86025, 0.52163, 0.08444, 0.006733, 0.006733, 0.006733
102
+ 101, 1.2313, 0.40956, 0.13139, 0.53965, 0.36125, 0.36239, 0.19035, 0.87338, 0.52403, 0.08729, 0.0067, 0.0067, 0.0067
103
+ 102, 1.2225, 0.41285, 0.13441, 0.53084, 0.36048, 0.35755, 0.20151, 0.86392, 0.51756, 0.08719, 0.006667, 0.006667, 0.006667
104
+ 103, 1.2605, 0.40284, 0.1373, 0.52733, 0.36102, 0.35899, 0.20143, 0.85718, 0.51954, 0.08622, 0.006634, 0.006634, 0.006634
105
+ 104, 1.232, 0.41811, 0.13299, 0.52479, 0.36529, 0.36077, 0.20228, 0.85639, 0.52004, 0.08642, 0.006601, 0.006601, 0.006601
106
+ 105, 1.2602, 0.40155, 0.13419, 0.52711, 0.37188, 0.36441, 0.20514, 0.85064, 0.51901, 0.08596, 0.006568, 0.006568, 0.006568
107
+ 106, 1.264, 0.40649, 0.13935, 0.49498, 0.34175, 0.33968, 0.17054, 0.93908, 0.50238, 0.0903, 0.006535, 0.006535, 0.006535
108
+ 107, 1.1062, 0.45122, 0.1156, 0.5229, 0.35874, 0.36045, 0.20358, 0.8629, 0.51959, 0.08511, 0.006502, 0.006502, 0.006502
109
+ 108, 1.2402, 0.41365, 0.13777, 0.52055, 0.36302, 0.36336, 0.20421, 0.85385, 0.52435, 0.08504, 0.006469, 0.006469, 0.006469
110
+ 109, 1.1167, 0.44772, 0.11538, 0.52109, 0.36898, 0.36907, 0.20988, 0.83272, 0.53755, 0.08362, 0.006436, 0.006436, 0.006436
111
+ 110, 1.3427, 0.38092, 0.14598, 0.51996, 0.35917, 0.35957, 0.20239, 0.85323, 0.52714, 0.08464, 0.006403, 0.006403, 0.006403
112
+ 111, 1.4399, 0.35251, 0.17022, 0.45204, 0.33102, 0.31834, 0.1469, 0.96102, 0.506, 0.09352, 0.00637, 0.00637, 0.00637
113
+ 112, 1.2028, 0.42071, 0.12562, 0.42614, 0.32066, 0.305, 0.13699, 0.97249, 0.50372, 0.09468, 0.006337, 0.006337, 0.006337
114
+ 113, 1.0692, 0.46055, 0.10712, 0.4502, 0.33622, 0.32154, 0.16087, 0.91144, 0.51489, 0.08961, 0.006304, 0.006304, 0.006304
115
+ 114, 1.0384, 0.46514, 0.1042, 0.46662, 0.34954, 0.33639, 0.17756, 0.87227, 0.52599, 0.08618, 0.006271, 0.006271, 0.006271
116
+ 115, 1.0652, 0.45811, 0.10775, 0.49693, 0.36308, 0.35582, 0.19516, 0.83917, 0.53356, 0.08367, 0.006238, 0.006238, 0.006238
117
+ 116, 1.0754, 0.45345, 0.10279, 0.52074, 0.3703, 0.36976, 0.20692, 0.8191, 0.5397, 0.08208, 0.006205, 0.006205, 0.006205
118
+ 117, 1.2266, 0.41229, 0.13429, 0.53155, 0.37484, 0.37427, 0.2114, 0.8186, 0.53785, 0.08266, 0.006172, 0.006172, 0.006172
119
+ 118, 1.0825, 0.45886, 0.10997, 0.52855, 0.37162, 0.37131, 0.20619, 0.82203, 0.54019, 0.08226, 0.006139, 0.006139, 0.006139
120
+ 119, 1.1246, 0.44035, 0.11626, 0.53602, 0.37585, 0.37678, 0.21312, 0.81269, 0.53916, 0.08147, 0.006106, 0.006106, 0.006106
121
+ 120, 1.3501, 0.37613, 0.14741, 0.53337, 0.37966, 0.37911, 0.21813, 0.80586, 0.53977, 0.08135, 0.006073, 0.006073, 0.006073
122
+ 121, 1.5765, 0.31661, 0.19023, 0.53616, 0.37167, 0.37186, 0.20981, 0.83678, 0.5239, 0.08442, 0.00604, 0.00604, 0.00604
123
+ 122, 1.2593, 0.39951, 0.13031, 0.52407, 0.36709, 0.36403, 0.20455, 0.86144, 0.51342, 0.08581, 0.006007, 0.006007, 0.006007
124
+ 123, 1.4465, 0.36665, 0.17305, 0.52978, 0.35923, 0.35996, 0.1994, 0.86569, 0.50984, 0.08602, 0.005974, 0.005974, 0.005974
125
+ 124, 1.0597, 0.45989, 0.10746, 0.52625, 0.36339, 0.36379, 0.19789, 0.85299, 0.51739, 0.08481, 0.005941, 0.005941, 0.005941
126
+ 125, 1.1924, 0.42505, 0.11519, 0.5257, 0.36398, 0.36472, 0.20007, 0.84711, 0.52152, 0.0841, 0.005908, 0.005908, 0.005908
127
+ 126, 1.4974, 0.33409, 0.16313, 0.52654, 0.36881, 0.36592, 0.20638, 0.8452, 0.52196, 0.08426, 0.005875, 0.005875, 0.005875
128
+ 127, 1.1744, 0.42196, 0.11331, 0.5277, 0.36851, 0.3653, 0.2047, 0.85305, 0.5198, 0.0847, 0.005842, 0.005842, 0.005842
129
+ 128, 1.4074, 0.35879, 0.15148, 0.531, 0.36746, 0.36553, 0.20344, 0.85932, 0.5165, 0.0855, 0.005809, 0.005809, 0.005809
130
+ 129, 1.143, 0.43476, 0.10844, 0.52052, 0.35842, 0.35807, 0.19262, 0.88295, 0.50984, 0.08609, 0.005776, 0.005776, 0.005776
131
+ 130, 1.0358, 0.4584, 0.10477, 0.51239, 0.34756, 0.34966, 0.18372, 0.90906, 0.5028, 0.08668, 0.005743, 0.005743, 0.005743
132
+ 131, 1.0267, 0.46074, 0.09829, 0.50577, 0.34279, 0.34525, 0.18039, 0.91627, 0.50112, 0.08692, 0.00571, 0.00571, 0.00571
133
+ 132, 1.0063, 0.46565, 0.0974, 0.50897, 0.34231, 0.34547, 0.18286, 0.91038, 0.50373, 0.08618, 0.005677, 0.005677, 0.005677
134
+ 133, 1.0638, 0.44911, 0.10323, 0.5096, 0.33837, 0.34405, 0.17958, 0.91735, 0.5063, 0.08655, 0.005644, 0.005644, 0.005644
135
+ 134, 1.0049, 0.46872, 0.09616, 0.51227, 0.34402, 0.34832, 0.18261, 0.90818, 0.51042, 0.08571, 0.005611, 0.005611, 0.005611
runs/detect/RTDETR/train_batch0.jpg ADDED

Git LFS Details

  • SHA256: 2951a6cb9265745c7fa551e482f7a771d6d497e3881ff33a90cebc5ea5ac7ab4
  • Pointer size: 131 Bytes
  • Size of remote file: 427 kB
runs/detect/RTDETR/train_batch1.jpg ADDED

Git LFS Details

  • SHA256: 6a8f67d09f1e68fece74127b61494cce70d692bb16f46d1ae8df73ea2df8d77f
  • Pointer size: 131 Bytes
  • Size of remote file: 256 kB
runs/detect/RTDETR/train_batch2.jpg ADDED

Git LFS Details

  • SHA256: a662ded17184ed0b673b460682f3f45c9598402b02c1a94c6511034a5308ddc2
  • Pointer size: 131 Bytes
  • Size of remote file: 368 kB
runs/detect/RTDETR/weights/best.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5f48de0c2791fa4282332bd61eef144f908d7660566fbffe2f0d713915f4543e
3
+ size 270368347
runs/detect/RTDETR/weights/epoch100.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5be74382f63c7ec53525485636995628d81a92c256dcb24ecc4fd7dde87d3e70
3
+ size 270366107
runs/detect/RTDETR/weights/epoch50.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:402270412255f550853b38d53315ec2966b4f06bc5c9c0dfcd64dd605f4dc666
3
+ size 270360155
runs/detect/RTDETR/weights/last.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fd9212c33d6f4f39cacc5f346e95b8ee83b7d17b8df26473e5c0e48ab0a0c4d1
3
+ size 270370011
wandb/run-20240514_011900-d0zhpk4t/files/conda-environment.yaml ADDED
File without changes
wandb/run-20240514_011900-d0zhpk4t/files/config.yaml ADDED
@@ -0,0 +1,364 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ wandb_version: 1
2
+
3
+ task:
4
+ desc: null
5
+ value: detect
6
+ mode:
7
+ desc: null
8
+ value: train
9
+ model:
10
+ desc: null
11
+ value: rtdetr-x.pt
12
+ data:
13
+ desc: null
14
+ value: /opt/conda/lib/python3.10/site-packages/ultralytics/cfg/datasets/VisDrone.yaml
15
+ epochs:
16
+ desc: null
17
+ value: 300
18
+ time:
19
+ desc: null
20
+ value: null
21
+ patience:
22
+ desc: null
23
+ value: 100
24
+ batch:
25
+ desc: null
26
+ value: 8
27
+ imgsz:
28
+ desc: null
29
+ value: 640
30
+ save:
31
+ desc: null
32
+ value: true
33
+ save_period:
34
+ desc: null
35
+ value: 50
36
+ cache:
37
+ desc: null
38
+ value: false
39
+ device:
40
+ desc: null
41
+ value:
42
+ - 0
43
+ - 1
44
+ workers:
45
+ desc: null
46
+ value: 8
47
+ project:
48
+ desc: null
49
+ value: null
50
+ name:
51
+ desc: null
52
+ value: RTDETR
53
+ exist_ok:
54
+ desc: null
55
+ value: false
56
+ pretrained:
57
+ desc: null
58
+ value: true
59
+ optimizer:
60
+ desc: null
61
+ value: auto
62
+ verbose:
63
+ desc: null
64
+ value: false
65
+ seed:
66
+ desc: null
67
+ value: 0
68
+ deterministic:
69
+ desc: null
70
+ value: true
71
+ single_cls:
72
+ desc: null
73
+ value: false
74
+ rect:
75
+ desc: null
76
+ value: false
77
+ cos_lr:
78
+ desc: null
79
+ value: false
80
+ close_mosaic:
81
+ desc: null
82
+ value: 10
83
+ resume:
84
+ desc: null
85
+ value: false
86
+ amp:
87
+ desc: null
88
+ value: false
89
+ fraction:
90
+ desc: null
91
+ value: 1.0
92
+ profile:
93
+ desc: null
94
+ value: false
95
+ freeze:
96
+ desc: null
97
+ value: null
98
+ multi_scale:
99
+ desc: null
100
+ value: false
101
+ overlap_mask:
102
+ desc: null
103
+ value: true
104
+ mask_ratio:
105
+ desc: null
106
+ value: 4
107
+ dropout:
108
+ desc: null
109
+ value: 0.0
110
+ val:
111
+ desc: null
112
+ value: true
113
+ split:
114
+ desc: null
115
+ value: val
116
+ save_json:
117
+ desc: null
118
+ value: false
119
+ save_hybrid:
120
+ desc: null
121
+ value: false
122
+ conf:
123
+ desc: null
124
+ value: null
125
+ iou:
126
+ desc: null
127
+ value: 0.7
128
+ max_det:
129
+ desc: null
130
+ value: 300
131
+ half:
132
+ desc: null
133
+ value: false
134
+ dnn:
135
+ desc: null
136
+ value: false
137
+ plots:
138
+ desc: null
139
+ value: true
140
+ source:
141
+ desc: null
142
+ value: null
143
+ vid_stride:
144
+ desc: null
145
+ value: 1
146
+ stream_buffer:
147
+ desc: null
148
+ value: false
149
+ visualize:
150
+ desc: null
151
+ value: false
152
+ augment:
153
+ desc: null
154
+ value: false
155
+ agnostic_nms:
156
+ desc: null
157
+ value: false
158
+ classes:
159
+ desc: null
160
+ value: null
161
+ retina_masks:
162
+ desc: null
163
+ value: false
164
+ embed:
165
+ desc: null
166
+ value: null
167
+ show:
168
+ desc: null
169
+ value: false
170
+ save_frames:
171
+ desc: null
172
+ value: false
173
+ save_txt:
174
+ desc: null
175
+ value: false
176
+ save_conf:
177
+ desc: null
178
+ value: false
179
+ save_crop:
180
+ desc: null
181
+ value: false
182
+ show_labels:
183
+ desc: null
184
+ value: true
185
+ show_conf:
186
+ desc: null
187
+ value: true
188
+ show_boxes:
189
+ desc: null
190
+ value: true
191
+ line_width:
192
+ desc: null
193
+ value: null
194
+ format:
195
+ desc: null
196
+ value: torchscript
197
+ keras:
198
+ desc: null
199
+ value: false
200
+ optimize:
201
+ desc: null
202
+ value: false
203
+ int8:
204
+ desc: null
205
+ value: false
206
+ dynamic:
207
+ desc: null
208
+ value: false
209
+ simplify:
210
+ desc: null
211
+ value: false
212
+ opset:
213
+ desc: null
214
+ value: null
215
+ workspace:
216
+ desc: null
217
+ value: 4
218
+ nms:
219
+ desc: null
220
+ value: false
221
+ lr0:
222
+ desc: null
223
+ value: 0.01
224
+ lrf:
225
+ desc: null
226
+ value: 0.01
227
+ momentum:
228
+ desc: null
229
+ value: 0.937
230
+ weight_decay:
231
+ desc: null
232
+ value: 0.0005
233
+ warmup_epochs:
234
+ desc: null
235
+ value: 3.0
236
+ warmup_momentum:
237
+ desc: null
238
+ value: 0.8
239
+ warmup_bias_lr:
240
+ desc: null
241
+ value: 0.1
242
+ box:
243
+ desc: null
244
+ value: 7.5
245
+ cls:
246
+ desc: null
247
+ value: 0.5
248
+ dfl:
249
+ desc: null
250
+ value: 1.5
251
+ pose:
252
+ desc: null
253
+ value: 12.0
254
+ kobj:
255
+ desc: null
256
+ value: 1.0
257
+ label_smoothing:
258
+ desc: null
259
+ value: 0.0
260
+ nbs:
261
+ desc: null
262
+ value: 64
263
+ hsv_h:
264
+ desc: null
265
+ value: 0.015
266
+ hsv_s:
267
+ desc: null
268
+ value: 0.7
269
+ hsv_v:
270
+ desc: null
271
+ value: 0.4
272
+ degrees:
273
+ desc: null
274
+ value: 0.0
275
+ translate:
276
+ desc: null
277
+ value: 0.1
278
+ scale:
279
+ desc: null
280
+ value: 0.5
281
+ shear:
282
+ desc: null
283
+ value: 0.0
284
+ perspective:
285
+ desc: null
286
+ value: 0.0
287
+ flipud:
288
+ desc: null
289
+ value: 0.0
290
+ fliplr:
291
+ desc: null
292
+ value: 0.5
293
+ bgr:
294
+ desc: null
295
+ value: 0.0
296
+ mosaic:
297
+ desc: null
298
+ value: 1.0
299
+ mixup:
300
+ desc: null
301
+ value: 0.0
302
+ copy_paste:
303
+ desc: null
304
+ value: 0.0
305
+ auto_augment:
306
+ desc: null
307
+ value: randaugment
308
+ erasing:
309
+ desc: null
310
+ value: 0.4
311
+ crop_fraction:
312
+ desc: null
313
+ value: 1.0
314
+ cfg:
315
+ desc: null
316
+ value: null
317
+ tracker:
318
+ desc: null
319
+ value: botsort.yaml
320
+ save_dir:
321
+ desc: null
322
+ value: runs/detect/RTDETR
323
+ _wandb:
324
+ desc: null
325
+ value:
326
+ python_version: 3.10.13
327
+ cli_version: 0.16.6
328
+ framework: huggingface
329
+ is_jupyter_run: false
330
+ is_kaggle_kernel: true
331
+ start_time: 1715649540.0
332
+ t:
333
+ 1:
334
+ - 1
335
+ - 2
336
+ - 3
337
+ - 12
338
+ - 30
339
+ - 55
340
+ - 105
341
+ 2:
342
+ - 1
343
+ - 2
344
+ - 3
345
+ - 5
346
+ - 11
347
+ - 12
348
+ - 30
349
+ - 49
350
+ - 53
351
+ - 55
352
+ - 80
353
+ - 105
354
+ 3:
355
+ - 13
356
+ - 16
357
+ - 23
358
+ - 61
359
+ 4: 3.10.13
360
+ 5: 0.16.6
361
+ 8:
362
+ - 2
363
+ - 5
364
+ 13: linux-x86_64
wandb/run-20240514_011900-d0zhpk4t/files/media/images/labels_1_d6f228f8aa5fae43804f.jpg ADDED

Git LFS Details

  • SHA256: d6f228f8aa5fae43804fe0bc7b816029875a757ac3fdd7a8dbcd9ea9de53dc61
  • Pointer size: 131 Bytes
  • Size of remote file: 137 kB
wandb/run-20240514_011900-d0zhpk4t/files/media/images/train_batch0_1_2951a6cb9265745c7fa5.jpg ADDED

Git LFS Details

  • SHA256: 2951a6cb9265745c7fa551e482f7a771d6d497e3881ff33a90cebc5ea5ac7ab4
  • Pointer size: 131 Bytes
  • Size of remote file: 427 kB
wandb/run-20240514_011900-d0zhpk4t/files/media/images/train_batch1_1_6a8f67d09f1e68fece74.jpg ADDED

Git LFS Details

  • SHA256: 6a8f67d09f1e68fece74127b61494cce70d692bb16f46d1ae8df73ea2df8d77f
  • Pointer size: 131 Bytes
  • Size of remote file: 256 kB
wandb/run-20240514_011900-d0zhpk4t/files/media/images/train_batch2_1_a662ded17184ed0b673b.jpg ADDED

Git LFS Details

  • SHA256: a662ded17184ed0b673b460682f3f45c9598402b02c1a94c6511034a5308ddc2
  • Pointer size: 131 Bytes
  • Size of remote file: 368 kB
wandb/run-20240514_011900-d0zhpk4t/files/output.log ADDED
The diff for this file is too large to render. See raw diff
 
wandb/run-20240514_011900-d0zhpk4t/files/requirements.txt ADDED
@@ -0,0 +1,865 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Babel==2.14.0
2
+ Boruta==0.3
3
+ Brotli==1.0.9
4
+ CVXcanon==0.1.2
5
+ Cartopy==0.23.0
6
+ Cython==3.0.8
7
+ Deprecated==1.2.14
8
+ Farama-Notifications==0.0.4
9
+ Flask==3.0.3
10
+ Geohash==1.0
11
+ GitPython==3.1.41
12
+ ImageHash==4.3.1
13
+ Janome==0.5.0
14
+ Jinja2==3.1.2
15
+ LunarCalendar==0.0.9
16
+ Mako==1.3.3
17
+ Markdown==3.5.2
18
+ MarkupSafe==2.1.3
19
+ MarkupSafe==2.1.5
20
+ Pillow==9.5.0
21
+ PuLP==2.8.0
22
+ PyArabic==0.6.15
23
+ PyJWT==2.8.0
24
+ PyMeeus==0.5.12
25
+ PySocks==1.7.1
26
+ PyUpSet==0.1.1.post7
27
+ PyWavelets==1.5.0
28
+ PyYAML==6.0.1
29
+ Pygments==2.17.2
30
+ Pympler==1.0.1
31
+ QtPy==2.4.1
32
+ Rtree==1.2.0
33
+ SQLAlchemy==2.0.25
34
+ SecretStorage==3.3.3
35
+ Send2Trash==1.8.2
36
+ Shapely==1.8.5.post1
37
+ Shimmy==1.3.0
38
+ SimpleITK==2.3.1
39
+ TPOT==0.12.1
40
+ Theano-PyMC==1.1.2
41
+ Theano==1.0.5
42
+ Wand==0.6.13
43
+ Werkzeug==3.0.2
44
+ absl-py==1.4.0
45
+ accelerate==0.29.3
46
+ access==1.1.9
47
+ affine==2.4.0
48
+ aiobotocore==2.12.3
49
+ aiofiles==22.1.0
50
+ aiohttp-cors==0.7.0
51
+ aiohttp==3.9.1
52
+ aioitertools==0.11.0
53
+ aiorwlock==1.3.0
54
+ aiosignal==1.3.1
55
+ aiosqlite==0.19.0
56
+ albumentations==1.4.0
57
+ alembic==1.13.1
58
+ altair==5.3.0
59
+ annotated-types==0.6.0
60
+ annoy==1.17.3
61
+ anyio==4.2.0
62
+ apache-beam==2.46.0
63
+ aplus==0.11.0
64
+ appdirs==1.4.4
65
+ archspec==0.2.3
66
+ argon2-cffi-bindings==21.2.0
67
+ argon2-cffi==23.1.0
68
+ array-record==0.5.0
69
+ arrow==1.3.0
70
+ arviz==0.18.0
71
+ astroid==3.1.0
72
+ astropy-iers-data==0.2024.4.15.2.45.49
73
+ astropy==6.0.1
74
+ asttokens==2.4.1
75
+ astunparse==1.6.3
76
+ async-lru==2.0.4
77
+ async-timeout==4.0.3
78
+ attrs==23.2.0
79
+ audioread==3.0.1
80
+ autopep8==2.0.4
81
+ backoff==2.2.1
82
+ bayesian-optimization==1.4.3
83
+ beatrix_jupyterlab==2023.128.151533
84
+ beautifulsoup4==4.12.2
85
+ blake3==0.2.1
86
+ bleach==6.1.0
87
+ blessed==1.20.0
88
+ blinker==1.7.0
89
+ blis==0.7.10
90
+ blosc2==2.6.2
91
+ bokeh==3.4.1
92
+ boltons==23.1.1
93
+ boto3==1.26.100
94
+ botocore==1.34.69
95
+ bq_helper==0.4.1
96
+ bqplot==0.12.43
97
+ branca==0.7.1
98
+ brewer2mpl==1.4.1
99
+ brotlipy==0.7.0
100
+ cached-property==1.5.2
101
+ cachetools==4.2.4
102
+ cachetools==5.3.2
103
+ catalogue==2.0.10
104
+ catalyst==22.4
105
+ catboost==1.2.3
106
+ category-encoders==2.6.3
107
+ certifi==2024.2.2
108
+ cesium==0.12.1
109
+ cffi==1.16.0
110
+ charset-normalizer==3.3.2
111
+ chex==0.1.86
112
+ cleverhans==4.0.0
113
+ click-plugins==1.1.1
114
+ click==8.1.7
115
+ cligj==0.7.2
116
+ cloud-tpu-client==0.10
117
+ cloud-tpu-profiler==2.4.0
118
+ cloudpathlib==0.16.0
119
+ cloudpickle==2.2.1
120
+ cloudpickle==3.0.0
121
+ cmdstanpy==1.2.2
122
+ colorama==0.4.6
123
+ colorama==0.4.6
124
+ colorcet==3.1.0
125
+ colorful==0.5.6
126
+ colorlog==6.8.2
127
+ colorlover==0.3.0
128
+ comm==0.2.1
129
+ conda-libmamba-solver==23.7.0
130
+ conda-package-handling==2.2.0
131
+ conda==23.7.4
132
+ conda_package_streaming==0.9.0
133
+ confection==0.1.4
134
+ contextily==1.6.0
135
+ contourpy==1.2.0
136
+ contourpy==1.2.1
137
+ convertdate==2.4.0
138
+ crcmod==1.7
139
+ cryptography==41.0.7
140
+ cuda-python==12.4.0
141
+ cudf==23.8.0
142
+ cufflinks==0.17.3
143
+ cuml==23.8.0
144
+ cupy==13.0.0
145
+ cycler==0.12.1
146
+ cymem==2.0.8
147
+ cytoolz==0.12.3
148
+ daal4py==2024.3.0
149
+ daal==2024.3.0
150
+ dacite==1.8.1
151
+ dask-cuda==23.8.0
152
+ dask-cudf==23.8.0
153
+ dask-expr==1.0.11
154
+ dask==2024.4.1
155
+ dataclasses-json==0.6.4
156
+ dataproc_jupyter_plugin==0.1.66
157
+ datasets==2.18.0
158
+ datashader==0.16.0
159
+ datatile==1.0.3
160
+ db-dtypes==1.2.0
161
+ deap==1.4.1
162
+ debugpy==1.8.0
163
+ decorator==5.1.1
164
+ deepdiff==7.0.1
165
+ defusedxml==0.7.1
166
+ deprecation==2.1.0
167
+ descartes==1.1.0
168
+ dill==0.3.8
169
+ dipy==1.9.0
170
+ distlib==0.3.8
171
+ distributed==2023.7.1
172
+ distro==1.9.0
173
+ dm-tree==0.1.8
174
+ docker-pycreds==0.4.0
175
+ docker==7.0.0
176
+ docopt==0.6.2
177
+ docstring-parser==0.15
178
+ docstring-to-markdown==0.15
179
+ docutils==0.21.1
180
+ earthengine-api==0.1.399
181
+ easydict==1.13
182
+ easyocr==1.7.1
183
+ ecos==2.0.13
184
+ eli5==0.13.0
185
+ emoji==2.11.0
186
+ en-core-web-lg==3.7.1
187
+ en-core-web-sm==3.7.1
188
+ entrypoints==0.4
189
+ ephem==4.1.5
190
+ esda==2.5.1
191
+ essentia==2.1b6.dev1110
192
+ et-xmlfile==1.1.0
193
+ etils==1.6.0
194
+ exceptiongroup==1.2.0
195
+ executing==2.0.1
196
+ explainable-ai-sdk==1.3.3
197
+ fastai==2.7.14
198
+ fastapi==0.108.0
199
+ fastavro==1.9.3
200
+ fastcore==1.5.29
201
+ fastdownload==0.0.7
202
+ fasteners==0.19
203
+ fastjsonschema==2.19.1
204
+ fastprogress==1.0.3
205
+ fastrlock==0.8.2
206
+ fasttext==0.9.2
207
+ feather-format==0.4.1
208
+ featuretools==1.30.0
209
+ filelock==3.13.1
210
+ fiona==1.9.6
211
+ fitter==1.7.0
212
+ flake8==7.0.0
213
+ flashtext==2.7
214
+ flatbuffers==23.5.26
215
+ flax==0.8.2
216
+ folium==0.16.0
217
+ fonttools==4.47.0
218
+ fonttools==4.51.0
219
+ fqdn==1.5.1
220
+ frozendict==2.4.2
221
+ frozenlist==1.4.1
222
+ fsspec==2024.2.0
223
+ fsspec==2024.3.1
224
+ funcy==2.0
225
+ fury==0.10.0
226
+ future==1.0.0
227
+ fuzzywuzzy==0.18.0
228
+ gast==0.5.4
229
+ gatspy==0.3
230
+ gcsfs==2024.2.0
231
+ gensim==4.3.2
232
+ geographiclib==2.0
233
+ geojson==3.1.0
234
+ geopandas==0.14.3
235
+ geoplot==0.5.1
236
+ geopy==2.4.1
237
+ geoviews==1.12.0
238
+ ggplot==0.11.5
239
+ giddy==2.3.5
240
+ gitdb==4.0.11
241
+ google-ai-generativelanguage==0.6.2
242
+ google-api-core==2.11.1
243
+ google-api-core==2.18.0
244
+ google-api-python-client==2.126.0
245
+ google-apitools==0.5.31
246
+ google-auth-httplib2==0.2.0
247
+ google-auth-oauthlib==1.2.0
248
+ google-auth==2.26.1
249
+ google-cloud-aiplatform==0.6.0a1
250
+ google-cloud-artifact-registry==1.10.0
251
+ google-cloud-automl==1.0.1
252
+ google-cloud-bigquery==2.34.4
253
+ google-cloud-bigtable==1.7.3
254
+ google-cloud-core==2.4.1
255
+ google-cloud-datastore==2.19.0
256
+ google-cloud-dlp==3.14.0
257
+ google-cloud-jupyter-config==0.0.5
258
+ google-cloud-language==2.13.3
259
+ google-cloud-monitoring==2.18.0
260
+ google-cloud-pubsub==2.19.0
261
+ google-cloud-pubsublite==1.9.0
262
+ google-cloud-recommendations-ai==0.7.1
263
+ google-cloud-resource-manager==1.11.0
264
+ google-cloud-spanner==3.40.1
265
+ google-cloud-storage==1.44.0
266
+ google-cloud-translate==3.12.1
267
+ google-cloud-videointelligence==2.13.3
268
+ google-cloud-vision==2.8.0
269
+ google-crc32c==1.5.0
270
+ google-generativeai==0.5.1
271
+ google-pasta==0.2.0
272
+ google-resumable-media==2.7.0
273
+ googleapis-common-protos==1.62.0
274
+ gplearn==0.4.2
275
+ gpustat==1.0.0
276
+ gpxpy==1.6.2
277
+ graphviz==0.20.3
278
+ greenlet==3.0.3
279
+ grpc-google-iam-v1==0.12.7
280
+ grpcio-status==1.48.1
281
+ grpcio-status==1.48.2
282
+ grpcio==1.51.1
283
+ grpcio==1.60.0
284
+ gviz-api==1.10.0
285
+ gym-notices==0.0.8
286
+ gym==0.26.2
287
+ gymnasium==0.29.0
288
+ h11==0.14.0
289
+ h2o==3.46.0.1
290
+ h5netcdf==1.3.0
291
+ h5py==3.10.0
292
+ haversine==2.8.1
293
+ hdfs==2.7.3
294
+ hep-ml==0.7.2
295
+ hijri-converter==2.3.1
296
+ hmmlearn==0.3.2
297
+ holidays==0.24
298
+ holoviews==1.18.3
299
+ hpsklearn==0.1.0
300
+ html5lib==1.1
301
+ htmlmin==0.1.12
302
+ httpcore==1.0.5
303
+ httplib2==0.21.0
304
+ httptools==0.6.1
305
+ httpx==0.27.0
306
+ huggingface-hub==0.22.2
307
+ hunspell==0.5.5
308
+ hydra-slayer==0.5.0
309
+ hyperopt==0.2.7
310
+ hypertools==0.8.0
311
+ idna==3.6
312
+ igraph==0.11.4
313
+ imagecodecs==2024.1.1
314
+ imageio==2.33.1
315
+ imbalanced-learn==0.12.2
316
+ imgaug==0.4.0
317
+ importlib-metadata==6.11.0
318
+ importlib-metadata==7.0.1
319
+ importlib-resources==6.1.1
320
+ inequality==1.0.1
321
+ iniconfig==2.0.0
322
+ ipydatawidgets==4.3.5
323
+ ipykernel==6.28.0
324
+ ipyleaflet==0.18.2
325
+ ipympl==0.7.0
326
+ ipython-genutils==0.2.0
327
+ ipython-genutils==0.2.0
328
+ ipython-sql==0.5.0
329
+ ipython==8.20.0
330
+ ipyvolume==0.6.3
331
+ ipyvue==1.11.0
332
+ ipyvuetify==1.9.4
333
+ ipywebrtc==0.6.0
334
+ ipywidgets==7.7.1
335
+ isoduration==20.11.0
336
+ isort==5.13.2
337
+ isoweek==1.3.3
338
+ itsdangerous==2.2.0
339
+ jaraco.classes==3.3.0
340
+ jax-jumpy==1.0.0
341
+ jax==0.4.23
342
+ jaxlib==0.4.23.dev20240116
343
+ jedi==0.19.1
344
+ jeepney==0.8.0
345
+ jieba==0.42.1
346
+ jmespath==1.0.1
347
+ joblib==1.4.0
348
+ json5==0.9.14
349
+ jsonpatch==1.33
350
+ jsonpointer==2.4
351
+ jsonschema-specifications==2023.12.1
352
+ jsonschema==4.20.0
353
+ jupyter-console==6.6.3
354
+ jupyter-events==0.9.0
355
+ jupyter-http-over-ws==0.0.8
356
+ jupyter-lsp==1.5.1
357
+ jupyter-server-mathjax==0.2.6
358
+ jupyter-ydoc==0.2.5
359
+ jupyter_client==7.4.9
360
+ jupyter_client==8.6.0
361
+ jupyter_core==5.7.1
362
+ jupyter_server==2.12.5
363
+ jupyter_server_fileid==0.9.1
364
+ jupyter_server_proxy==4.1.0
365
+ jupyter_server_terminals==0.5.1
366
+ jupyter_server_ydoc==0.8.0
367
+ jupyterlab-lsp==5.1.0
368
+ jupyterlab-widgets==3.0.9
369
+ jupyterlab==4.1.6
370
+ jupyterlab_git==0.44.0
371
+ jupyterlab_pygments==0.3.0
372
+ jupyterlab_server==2.25.2
373
+ jupytext==1.16.0
374
+ kaggle-environments==1.14.3
375
+ kaggle==1.6.12
376
+ kagglehub==0.2.3
377
+ keras-cv==0.8.2
378
+ keras-nlp==0.9.3
379
+ keras-tuner==1.4.6
380
+ keras==3.2.1
381
+ kernels-mixer==0.0.7
382
+ keyring==24.3.0
383
+ keyrings.google-artifactregistry-auth==1.1.2
384
+ kfp-pipeline-spec==0.2.2
385
+ kfp-server-api==2.0.5
386
+ kfp==2.5.0
387
+ kiwisolver==1.4.5
388
+ kmapper==2.0.1
389
+ kmodes==0.12.2
390
+ korean-lunar-calendar==0.3.1
391
+ kornia==0.7.2
392
+ kornia_rs==0.1.3
393
+ kt-legacy==1.0.5
394
+ kubernetes==26.1.0
395
+ langcodes==3.3.0
396
+ langid==1.1.6
397
+ lazy_loader==0.3
398
+ learntools==0.3.4
399
+ leven==1.0.4
400
+ libclang==16.0.6
401
+ libmambapy==1.5.0
402
+ libpysal==4.9.2
403
+ librosa==0.10.1
404
+ lightgbm==4.2.0
405
+ lightning-utilities==0.11.2
406
+ lime==0.2.0.1
407
+ line-profiler==4.1.2
408
+ linkify-it-py==2.0.3
409
+ llvmlite==0.41.1
410
+ llvmlite==0.42.0
411
+ lml==0.1.0
412
+ locket==1.0.0
413
+ loguru==0.7.2
414
+ lxml==5.2.1
415
+ lz4==4.3.3
416
+ mamba==1.5.0
417
+ mapclassify==2.6.1
418
+ markdown-it-py==3.0.0
419
+ marshmallow==3.21.1
420
+ matplotlib-inline==0.1.6
421
+ matplotlib-venn==0.11.10
422
+ matplotlib==3.7.5
423
+ matplotlib==3.8.4
424
+ mccabe==0.7.0
425
+ mdit-py-plugins==0.4.0
426
+ mdurl==0.1.2
427
+ memory-profiler==0.61.0
428
+ menuinst==2.0.1
429
+ mercantile==1.2.1
430
+ mgwr==2.2.1
431
+ missingno==0.5.2
432
+ mistune==0.8.4
433
+ mizani==0.11.1
434
+ ml-dtypes==0.2.0
435
+ mlcrate==0.2.0
436
+ mlens==0.2.3
437
+ mlxtend==0.23.1
438
+ mne==1.6.1
439
+ mnist==0.2.2
440
+ momepy==0.7.0
441
+ more-itertools==10.2.0
442
+ mpld3==0.5.10
443
+ mpmath==1.3.0
444
+ msgpack==1.0.7
445
+ multidict==6.0.4
446
+ multimethod==1.10
447
+ multipledispatch==1.0.0
448
+ multiprocess==0.70.16
449
+ munkres==1.1.4
450
+ murmurhash==1.0.10
451
+ mypy-extensions==1.0.0
452
+ namex==0.0.8
453
+ nb-conda-kernels==2.3.1
454
+ nb_conda==2.2.1
455
+ nbclassic==1.0.0
456
+ nbclient==0.5.13
457
+ nbconvert==6.4.5
458
+ nbdime==3.2.0
459
+ nbformat==5.9.2
460
+ ndindex==1.8
461
+ nest-asyncio==1.5.8
462
+ networkx==3.2.1
463
+ nibabel==5.2.1
464
+ nilearn==0.10.4
465
+ ninja==1.11.1.1
466
+ nltk==3.2.4
467
+ nose==1.3.7
468
+ notebook==6.5.4
469
+ notebook==6.5.6
470
+ notebook_executor==0.2
471
+ notebook_shim==0.2.3
472
+ numba==0.58.1
473
+ numba==0.59.1
474
+ numexpr==2.10.0
475
+ numpy==1.26.4
476
+ nvidia-ml-py==11.495.46
477
+ nvtx==0.2.10
478
+ oauth2client==4.1.3
479
+ oauthlib==3.2.2
480
+ objsize==0.6.1
481
+ odfpy==1.4.1
482
+ olefile==0.47
483
+ onnx==1.16.0
484
+ opencensus-context==0.1.3
485
+ opencensus==0.11.4
486
+ opencv-contrib-python==4.9.0.80
487
+ opencv-python-headless==4.9.0.80
488
+ opencv-python==4.9.0.80
489
+ openpyxl==3.1.2
490
+ openslide-python==1.3.1
491
+ opentelemetry-api==1.22.0
492
+ opentelemetry-exporter-otlp-proto-common==1.22.0
493
+ opentelemetry-exporter-otlp-proto-grpc==1.22.0
494
+ opentelemetry-exporter-otlp-proto-http==1.22.0
495
+ opentelemetry-exporter-otlp==1.22.0
496
+ opentelemetry-proto==1.22.0
497
+ opentelemetry-sdk==1.22.0
498
+ opentelemetry-semantic-conventions==0.43b0
499
+ opt-einsum==3.3.0
500
+ optax==0.2.2
501
+ optree==0.11.0
502
+ optuna==3.6.1
503
+ orbax-checkpoint==0.5.9
504
+ ordered-set==4.1.0
505
+ orjson==3.9.10
506
+ ortools==9.4.1874
507
+ osmnx==1.9.2
508
+ overrides==7.4.0
509
+ packaging==21.3
510
+ pandas-datareader==0.10.0
511
+ pandas-profiling==3.6.6
512
+ pandas-summary==0.2.0
513
+ pandas==2.1.4
514
+ pandas==2.2.2
515
+ pandasql==0.7.3
516
+ pandocfilters==1.5.0
517
+ panel==1.4.1
518
+ papermill==2.5.0
519
+ param==2.1.0
520
+ parso==0.8.3
521
+ partd==1.4.1
522
+ path.py==12.5.0
523
+ path==16.14.0
524
+ pathos==0.3.2
525
+ pathy==0.10.3
526
+ patsy==0.5.6
527
+ pdf2image==1.17.0
528
+ pettingzoo==1.24.0
529
+ pexpect==4.8.0
530
+ pexpect==4.9.0
531
+ phik==0.12.4
532
+ pickleshare==0.7.5
533
+ pillow==10.3.0
534
+ pip==23.3.2
535
+ pkgutil_resolve_name==1.3.10
536
+ platformdirs==4.2.0
537
+ plotly-express==0.4.1
538
+ plotly==5.18.0
539
+ plotnine==0.13.4
540
+ pluggy==1.4.0
541
+ pointpats==2.4.0
542
+ polars==0.20.21
543
+ polyglot==16.7.4
544
+ pooch==1.8.1
545
+ pox==0.3.4
546
+ ppca==0.0.4
547
+ ppft==1.7.6.8
548
+ preprocessing==0.1.13
549
+ preshed==3.0.9
550
+ prettytable==3.9.0
551
+ progressbar2==4.4.2
552
+ prometheus-client==0.19.0
553
+ promise==2.3
554
+ prompt-toolkit==3.0.42
555
+ prompt-toolkit==3.0.43
556
+ prophet==1.1.1
557
+ proto-plus==1.23.0
558
+ protobuf==3.20.3
559
+ protobuf==4.21.12
560
+ psutil==5.9.3
561
+ psutil==5.9.7
562
+ psutil==5.9.7
563
+ ptyprocess==0.7.0
564
+ pudb==2024.1
565
+ pure-eval==0.2.2
566
+ py-cpuinfo==9.0.0
567
+ py-spy==0.3.14
568
+ py4j==0.10.9.7
569
+ pyLDAvis==3.4.1
570
+ pyOpenSSL==23.3.0
571
+ pyaml==23.12.0
572
+ pyarrow-hotfix==0.6
573
+ pyarrow==15.0.2
574
+ pyasn1-modules==0.3.0
575
+ pyasn1==0.5.1
576
+ pybind11==2.12.0
577
+ pyclipper==1.3.0.post5
578
+ pycodestyle==2.11.1
579
+ pycosat==0.6.6
580
+ pycparser==2.21
581
+ pycryptodome==3.20.0
582
+ pyct==0.5.0
583
+ pycuda==2024.1
584
+ pydantic==2.5.3
585
+ pydantic==2.7.0
586
+ pydantic_core==2.14.6
587
+ pydantic_core==2.18.1
588
+ pydegensac==0.1.2
589
+ pydicom==2.4.4
590
+ pydocstyle==6.3.0
591
+ pydot==1.4.2
592
+ pydub==0.25.1
593
+ pyemd==1.0.0
594
+ pyerfa==2.0.1.4
595
+ pyexcel-io==0.6.6
596
+ pyexcel-ods==0.6.0
597
+ pyflakes==3.2.0
598
+ pygltflib==1.16.2
599
+ pykalman==0.9.7
600
+ pylibraft==23.8.0
601
+ pylint==3.1.0
602
+ pymc3==3.11.4
603
+ pymongo==3.13.0
604
+ pynndescent==0.5.12
605
+ pynvml==11.4.1
606
+ pynvrtc==9.2
607
+ pyparsing==3.1.1
608
+ pyparsing==3.1.2
609
+ pypdf==4.2.0
610
+ pyproj==3.6.1
611
+ pysal==24.1
612
+ pyshp==2.3.1
613
+ pytesseract==0.3.10
614
+ pytest==8.1.1
615
+ python-bidi==0.4.2
616
+ python-dateutil==2.9.0.post0
617
+ python-dotenv==1.0.0
618
+ python-json-logger==2.0.7
619
+ python-louvain==0.16
620
+ python-lsp-jsonrpc==1.1.2
621
+ python-lsp-server==1.11.0
622
+ python-slugify==8.0.4
623
+ python-utils==3.8.2
624
+ pythreejs==2.4.2
625
+ pytoolconfig==1.3.1
626
+ pytools==2024.1.1
627
+ pytorch-ignite==0.5.0.post2
628
+ pytorch-lightning==2.2.2
629
+ pytz==2023.3.post1
630
+ pytz==2024.1
631
+ pyu2f==0.1.5
632
+ pyviz_comms==3.0.2
633
+ pyzmq==24.0.1
634
+ pyzmq==25.1.2
635
+ qgrid==1.3.1
636
+ qtconsole==5.5.1
637
+ quantecon==0.7.2
638
+ qudida==0.0.4
639
+ raft-dask==23.8.0
640
+ rasterio==1.3.10
641
+ rasterstats==0.19.0
642
+ ray-cpp==2.9.0
643
+ ray==2.9.0
644
+ referencing==0.32.1
645
+ regex==2023.12.25
646
+ requests-oauthlib==1.3.1
647
+ requests-toolbelt==0.10.1
648
+ requests==2.31.0
649
+ retrying==1.3.3
650
+ retrying==1.3.4
651
+ rfc3339-validator==0.1.4
652
+ rfc3986-validator==0.1.1
653
+ rgf-python==3.12.0
654
+ rich-click==1.7.4
655
+ rich==13.7.0
656
+ rich==13.7.1
657
+ rmm==23.8.0
658
+ rope==1.13.0
659
+ rpds-py==0.16.2
660
+ rsa==4.9
661
+ ruamel-yaml-conda==0.15.100
662
+ ruamel.yaml.clib==0.2.7
663
+ ruamel.yaml==0.17.40
664
+ s2sphere==0.2.5
665
+ s3fs==2024.2.0
666
+ s3transfer==0.6.2
667
+ safetensors==0.4.3
668
+ scattertext==0.1.19
669
+ scikit-image==0.22.0
670
+ scikit-learn-intelex==2024.3.0
671
+ scikit-learn==1.2.2
672
+ scikit-multilearn==0.2.0
673
+ scikit-optimize==0.10.1
674
+ scikit-plot==0.3.7
675
+ scikit-surprise==1.1.3
676
+ scipy==1.11.4
677
+ scipy==1.13.0
678
+ seaborn==0.12.2
679
+ segment_anything==1.0
680
+ segregation==2.5
681
+ semver==3.0.2
682
+ sentencepiece==0.2.0
683
+ sentry-sdk==1.45.0
684
+ setproctitle==1.2.2
685
+ setproctitle==1.3.3
686
+ setuptools-git==1.2
687
+ setuptools-scm==8.0.4
688
+ setuptools==69.0.3
689
+ shap==0.44.1
690
+ shapely==2.0.4
691
+ shellingham==1.5.4
692
+ simpervisor==1.0.0
693
+ simplejson==3.19.2
694
+ six==1.16.0
695
+ sklearn-pandas==2.2.0
696
+ slicer==0.0.7
697
+ smart-open==6.4.0
698
+ smmap==5.0.1
699
+ sniffio==1.3.0
700
+ snowballstemmer==2.2.0
701
+ snuggs==1.4.7
702
+ sortedcontainers==2.4.0
703
+ soundfile==0.12.1
704
+ soupsieve==2.5
705
+ soxr==0.3.7
706
+ spacy-legacy==3.0.12
707
+ spacy-loggers==1.0.5
708
+ spacy==3.7.3
709
+ spaghetti==1.7.5.post1
710
+ spectral==0.23.1
711
+ spglm==1.1.0
712
+ sphinx-rtd-theme==0.2.4
713
+ spint==1.0.7
714
+ splot==1.1.5.post1
715
+ spopt==0.6.0
716
+ spreg==1.4.2
717
+ spvcm==0.3.0
718
+ sqlparse==0.4.4
719
+ squarify==0.4.3
720
+ srsly==2.4.8
721
+ stable-baselines3==2.1.0
722
+ stack-data==0.6.2
723
+ stack-data==0.6.3
724
+ stanio==0.5.0
725
+ starlette==0.32.0.post1
726
+ statsmodels==0.14.1
727
+ stemming==1.0.1
728
+ stop-words==2018.7.23
729
+ stopit==1.1.2
730
+ stumpy==1.12.0
731
+ sympy==1.12
732
+ tables==3.9.2
733
+ tabulate==0.9.0
734
+ tangled-up-in-unicode==0.2.0
735
+ tbb==2021.12.0
736
+ tblib==3.0.0
737
+ tenacity==8.2.3
738
+ tensorboard-data-server==0.7.2
739
+ tensorboard-plugin-profile==2.15.0
740
+ tensorboard==2.15.1
741
+ tensorboardX==2.6.2.2
742
+ tensorflow-cloud==0.1.16
743
+ tensorflow-datasets==4.9.4
744
+ tensorflow-decision-forests==1.8.1
745
+ tensorflow-estimator==2.15.0
746
+ tensorflow-hub==0.16.1
747
+ tensorflow-io-gcs-filesystem==0.35.0
748
+ tensorflow-io==0.35.0
749
+ tensorflow-metadata==0.14.0
750
+ tensorflow-probability==0.23.0
751
+ tensorflow-serving-api==2.14.1
752
+ tensorflow-text==2.15.0
753
+ tensorflow-transform==0.14.0
754
+ tensorflow==2.15.0
755
+ tensorstore==0.1.56
756
+ termcolor==2.4.0
757
+ terminado==0.18.0
758
+ testpath==0.6.0
759
+ text-unidecode==1.3
760
+ textblob==0.18.0.post0
761
+ texttable==1.7.0
762
+ tf_keras==2.15.1
763
+ tfp-nightly==0.24.0.dev0
764
+ thinc==8.2.2
765
+ thop==0.1.1-2209072238
766
+ threadpoolctl==3.2.0
767
+ tifffile==2023.12.9
768
+ timm==0.9.16
769
+ tinycss2==1.2.1
770
+ tobler==0.11.2
771
+ tokenizers==0.15.2
772
+ toml==0.10.2
773
+ tomli==2.0.1
774
+ tomlkit==0.12.4
775
+ toolz==0.12.1
776
+ torch==2.1.2
777
+ torchaudio==2.1.2
778
+ torchdata==0.7.1
779
+ torchinfo==1.8.0
780
+ torchmetrics==1.3.2
781
+ torchtext==0.16.2
782
+ torchvision==0.16.2
783
+ tornado==6.3.3
784
+ tqdm==4.66.1
785
+ traceml==1.0.8
786
+ traitlets==5.9.0
787
+ traittypes==0.2.1
788
+ transformers==4.39.3
789
+ treelite-runtime==3.2.0
790
+ treelite==3.2.0
791
+ truststore==0.8.0
792
+ trx-python==0.2.9
793
+ tsfresh==0.20.2
794
+ typeguard==4.1.5
795
+ typer==0.9.0
796
+ typer==0.9.4
797
+ types-python-dateutil==2.8.19.20240106
798
+ typing-inspect==0.9.0
799
+ typing-utils==0.1.0
800
+ typing_extensions==4.9.0
801
+ tzdata==2023.4
802
+ uc-micro-py==1.0.3
803
+ ucx-py==0.33.0
804
+ ujson==5.9.0
805
+ ultralytics==8.2.15
806
+ umap-learn==0.5.6
807
+ unicodedata2==15.1.0
808
+ update-checker==0.18.0
809
+ uri-template==1.3.0
810
+ uritemplate==3.0.1
811
+ urllib3==1.26.18
812
+ urllib3==2.1.0
813
+ urwid==2.6.10
814
+ urwid_readline==0.14
815
+ uvicorn==0.25.0
816
+ uvloop==0.19.0
817
+ vaex-astro==0.9.3
818
+ vaex-core==4.17.1
819
+ vaex-hdf5==0.14.1
820
+ vaex-jupyter==0.8.2
821
+ vaex-ml==0.18.3
822
+ vaex-server==0.9.0
823
+ vaex-viz==0.5.4
824
+ vaex==4.17.0
825
+ vec_noise==1.1.4
826
+ vecstack==0.4.0
827
+ virtualenv==20.21.0
828
+ visions==0.7.5
829
+ vowpalwabbit==9.9.0
830
+ vtk==9.3.0
831
+ wandb==0.16.6
832
+ wasabi==1.1.2
833
+ watchfiles==0.21.0
834
+ wavio==0.0.8
835
+ wcwidth==0.2.13
836
+ weasel==0.3.4
837
+ webcolors==1.13
838
+ webencodings==0.5.1
839
+ websocket-client==1.7.0
840
+ websockets==12.0
841
+ wfdb==4.1.2
842
+ whatthepatch==1.0.5
843
+ wheel==0.42.0
844
+ widgetsnbextension==3.6.6
845
+ witwidget==1.8.1
846
+ woodwork==0.30.0
847
+ wordcloud==1.9.3
848
+ wordsegment==1.3.1
849
+ wrapt==1.14.1
850
+ xarray-einstats==0.7.0
851
+ xarray==2024.3.0
852
+ xgboost==2.0.3
853
+ xvfbwrapper==0.2.9
854
+ xxhash==3.4.1
855
+ xyzservices==2024.4.0
856
+ y-py==0.6.2
857
+ yapf==0.40.2
858
+ yarl==1.9.3
859
+ yarl==1.9.4
860
+ ydata-profiling==4.6.4
861
+ yellowbrick==1.5
862
+ ypy-websocket==0.8.4
863
+ zict==3.0.0
864
+ zipp==3.17.0
865
+ zstandard==0.22.0
wandb/run-20240514_011900-d0zhpk4t/files/wandb-metadata.json ADDED
@@ -0,0 +1,65 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "os": "Linux-5.15.133+-x86_64-with-glibc2.31",
3
+ "python": "3.10.13",
4
+ "heartbeatAt": "2024-05-14T01:19:01.027822",
5
+ "startedAt": "2024-05-14T01:19:00.667070",
6
+ "docker": null,
7
+ "cuda": null,
8
+ "args": [],
9
+ "state": "running",
10
+ "program": "/root/.config/Ultralytics/DDP/_temp_amj90z41139412460263008.py",
11
+ "codePathLocal": null,
12
+ "host": "e6c072adb760",
13
+ "username": "root",
14
+ "executable": "/opt/conda/bin/python3.10",
15
+ "cpu_count": 2,
16
+ "cpu_count_logical": 4,
17
+ "cpu_freq": {
18
+ "current": 2000.19,
19
+ "min": 0.0,
20
+ "max": 0.0
21
+ },
22
+ "cpu_freq_per_core": [
23
+ {
24
+ "current": 2000.19,
25
+ "min": 0.0,
26
+ "max": 0.0
27
+ },
28
+ {
29
+ "current": 2000.19,
30
+ "min": 0.0,
31
+ "max": 0.0
32
+ },
33
+ {
34
+ "current": 2000.19,
35
+ "min": 0.0,
36
+ "max": 0.0
37
+ },
38
+ {
39
+ "current": 2000.19,
40
+ "min": 0.0,
41
+ "max": 0.0
42
+ }
43
+ ],
44
+ "disk": {
45
+ "/": {
46
+ "total": 8062.387607574463,
47
+ "used": 5597.581279754639
48
+ }
49
+ },
50
+ "gpu": "Tesla T4",
51
+ "gpu_count": 2,
52
+ "gpu_devices": [
53
+ {
54
+ "name": "Tesla T4",
55
+ "memory_total": 16106127360
56
+ },
57
+ {
58
+ "name": "Tesla T4",
59
+ "memory_total": 16106127360
60
+ }
61
+ ],
62
+ "memory": {
63
+ "total": 31.357563018798828
64
+ }
65
+ }
wandb/run-20240514_011900-d0zhpk4t/files/wandb-summary.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"train/giou_loss": 1.1752, "train/cls_loss": 0.44193, "train/l1_loss": 0.13902, "_timestamp": 1715692164.7463372, "lr/pg0": 0.008614, "lr/pg1": 0.008614, "lr/pg2": 0.008614, "metrics/precision(B)": 0.46848, "metrics/recall(B)": 0.29787, "metrics/mAP50(B)": 0.30419, "metrics/mAP50-95(B)": 0.15874, "val/giou_loss": 0.94864, "val/cls_loss": 0.50658, "val/l1_loss": 0.09394, "labels": {"_type": "image-file", "sha256": "d6f228f8aa5fae43804fe0bc7b816029875a757ac3fdd7a8dbcd9ea9de53dc61", "size": 136926, "path": "media/images/labels_1_d6f228f8aa5fae43804f.jpg", "format": "jpg", "width": 1600, "height": 1600}, "train_batch0": {"_type": "image-file", "sha256": "2951a6cb9265745c7fa551e482f7a771d6d497e3881ff33a90cebc5ea5ac7ab4", "size": 426831, "path": "media/images/train_batch0_1_2951a6cb9265745c7fa5.jpg", "format": "jpg", "width": 1280, "height": 1280}, "train_batch1": {"_type": "image-file", "sha256": "6a8f67d09f1e68fece74127b61494cce70d692bb16f46d1ae8df73ea2df8d77f", "size": 255519, "path": "media/images/train_batch1_1_6a8f67d09f1e68fece74.jpg", "format": "jpg", "width": 1280, "height": 1280}, "train_batch2": {"_type": "image-file", "sha256": "a662ded17184ed0b673b460682f3f45c9598402b02c1a94c6511034a5308ddc2", "size": 368197, "path": "media/images/train_batch2_1_a662ded17184ed0b673b.jpg", "format": "jpg", "width": 1280, "height": 1280}, "model/parameters": 67324002, "model/GFLOPs": 232.373, "model/speed_PyTorch(ms)": 26.441, "_runtime": 42624.07221508026, "_step": 43}
wandb/run-20240514_011900-d0zhpk4t/logs/debug-internal.log ADDED
The diff for this file is too large to render. See raw diff
 
wandb/run-20240514_011900-d0zhpk4t/logs/debug.log ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-05-14 01:19:00,668 INFO MainThread:143 [wandb_setup.py:_flush():76] Current SDK version is 0.16.6
2
+ 2024-05-14 01:19:00,668 INFO MainThread:143 [wandb_setup.py:_flush():76] Configure stats pid to 143
3
+ 2024-05-14 01:19:00,668 INFO MainThread:143 [wandb_setup.py:_flush():76] Loading settings from /root/.config/wandb/settings
4
+ 2024-05-14 01:19:00,668 INFO MainThread:143 [wandb_setup.py:_flush():76] Loading settings from /kaggle/working/wandb/settings
5
+ 2024-05-14 01:19:00,668 WARNING MainThread:143 [wandb_setup.py:_flush():76] Unknown environment variable: WANDB_SERVICE
6
+ 2024-05-14 01:19:00,668 INFO MainThread:143 [wandb_setup.py:_flush():76] Loading settings from environment variables: {}
7
+ 2024-05-14 01:19:00,668 INFO MainThread:143 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
8
+ 2024-05-14 01:19:00,668 WARNING MainThread:143 [wandb_setup.py:_flush():76] Could not save program above cwd: /root/.config/Ultralytics/DDP/_temp_amj90z41139412460263008.py
9
+ 2024-05-14 01:19:00,668 INFO MainThread:143 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': None, 'program_abspath': '/root/.config/Ultralytics/DDP/_temp_amj90z41139412460263008.py', 'program': '/root/.config/Ultralytics/DDP/_temp_amj90z41139412460263008.py'}
10
+ 2024-05-14 01:19:00,669 INFO MainThread:143 [wandb_setup.py:_flush():76] Applying login settings: {}
11
+ 2024-05-14 01:19:00,669 INFO MainThread:143 [wandb_init.py:_log_setup():521] Logging user logs to /kaggle/working/wandb/run-20240514_011900-d0zhpk4t/logs/debug.log
12
+ 2024-05-14 01:19:00,669 INFO MainThread:143 [wandb_init.py:_log_setup():522] Logging internal logs to /kaggle/working/wandb/run-20240514_011900-d0zhpk4t/logs/debug-internal.log
13
+ 2024-05-14 01:19:00,669 INFO MainThread:143 [wandb_init.py:init():561] calling init triggers
14
+ 2024-05-14 01:19:00,669 INFO MainThread:143 [wandb_init.py:init():568] wandb.init called with sweep_config: {}
15
+ config: {'task': 'detect', 'mode': 'train', 'model': 'rtdetr-x.pt', 'data': '/opt/conda/lib/python3.10/site-packages/ultralytics/cfg/datasets/VisDrone.yaml', 'epochs': 300, 'time': None, 'patience': 100, 'batch': 8, 'imgsz': 640, 'save': True, 'save_period': 50, 'cache': False, 'device': [0, 1], 'workers': 8, 'project': None, 'name': 'RTDETR', 'exist_ok': False, 'pretrained': True, 'optimizer': 'auto', 'verbose': False, 'seed': 0, 'deterministic': True, 'single_cls': False, 'rect': False, 'cos_lr': False, 'close_mosaic': 10, 'resume': False, 'amp': False, 'fraction': 1.0, 'profile': False, 'freeze': None, 'multi_scale': 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, 'vid_stride': 1, 'stream_buffer': False, 'visualize': False, 'augment': False, 'agnostic_nms': False, 'classes': None, 'retina_masks': False, 'embed': None, 'show': False, 'save_frames': False, 'save_txt': False, 'save_conf': False, 'save_crop': False, 'show_labels': True, 'show_conf': True, 'show_boxes': True, 'line_width': None, 'format': 'torchscript', 'keras': False, 'optimize': False, 'int8': False, 'dynamic': False, 'simplify': False, 'opset': None, '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, 'pose': 12.0, 'kobj': 1.0, '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, 'bgr': 0.0, 'mosaic': 1.0, 'mixup': 0.0, 'copy_paste': 0.0, 'auto_augment': 'randaugment', 'erasing': 0.4, 'crop_fraction': 1.0, 'cfg': None, 'tracker': 'botsort.yaml', 'save_dir': 'runs/detect/RTDETR'}
16
+ 2024-05-14 01:19:00,669 INFO MainThread:143 [wandb_init.py:init():611] starting backend
17
+ 2024-05-14 01:19:00,669 INFO MainThread:143 [wandb_init.py:init():615] setting up manager
18
+ 2024-05-14 01:19:00,671 INFO MainThread:143 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
19
+ 2024-05-14 01:19:00,673 INFO MainThread:143 [wandb_init.py:init():623] backend started and connected
20
+ 2024-05-14 01:19:00,680 INFO MainThread:143 [wandb_init.py:init():715] updated telemetry
21
+ 2024-05-14 01:19:00,680 INFO MainThread:143 [wandb_init.py:init():748] communicating run to backend with 90.0 second timeout
22
+ 2024-05-14 01:19:00,926 INFO MainThread:143 [wandb_run.py:_on_init():2357] communicating current version
23
+ 2024-05-14 01:19:00,989 INFO MainThread:143 [wandb_run.py:_on_init():2366] got version response upgrade_message: "wandb version 0.17.0 is available! To upgrade, please run:\n $ pip install wandb --upgrade"
24
+
25
+ 2024-05-14 01:19:00,990 INFO MainThread:143 [wandb_init.py:init():799] starting run threads in backend
26
+ 2024-05-14 01:19:17,022 INFO MainThread:143 [wandb_run.py:_console_start():2335] atexit reg
27
+ 2024-05-14 01:19:17,022 INFO MainThread:143 [wandb_run.py:_redirect():2190] redirect: wrap_raw
28
+ 2024-05-14 01:19:17,022 INFO MainThread:143 [wandb_run.py:_redirect():2255] Wrapping output streams.
29
+ 2024-05-14 01:19:17,022 INFO MainThread:143 [wandb_run.py:_redirect():2280] Redirects installed.
30
+ 2024-05-14 01:19:17,023 INFO MainThread:143 [wandb_init.py:init():842] run started, returning control to user process
wandb/run-20240514_011900-d0zhpk4t/run-d0zhpk4t.wandb ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2860e187dd6a07ad9f9b07481cfb95dfd504f6b0daa004e5f3dd2898ca5df5d8
3
+ size 17783151
wandb/run-20240514_134421-rr61r5sa/files/conda-environment.yaml ADDED
File without changes
wandb/run-20240514_134421-rr61r5sa/files/config.yaml ADDED
@@ -0,0 +1,364 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ wandb_version: 1
2
+
3
+ task:
4
+ desc: null
5
+ value: detect
6
+ mode:
7
+ desc: null
8
+ value: train
9
+ model:
10
+ desc: null
11
+ value: /kaggle/working/runs/detect/RTDETR/weights/last.pt
12
+ data:
13
+ desc: null
14
+ value: /opt/conda/lib/python3.10/site-packages/ultralytics/cfg/datasets/VisDrone.yaml
15
+ epochs:
16
+ desc: null
17
+ value: 300
18
+ time:
19
+ desc: null
20
+ value: null
21
+ patience:
22
+ desc: null
23
+ value: 100
24
+ batch:
25
+ desc: null
26
+ value: 8
27
+ imgsz:
28
+ desc: null
29
+ value: 640
30
+ save:
31
+ desc: null
32
+ value: true
33
+ save_period:
34
+ desc: null
35
+ value: 50
36
+ cache:
37
+ desc: null
38
+ value: false
39
+ device:
40
+ desc: null
41
+ value:
42
+ - 0
43
+ - 1
44
+ workers:
45
+ desc: null
46
+ value: 8
47
+ project:
48
+ desc: null
49
+ value: null
50
+ name:
51
+ desc: null
52
+ value: RTDETR
53
+ exist_ok:
54
+ desc: null
55
+ value: false
56
+ pretrained:
57
+ desc: null
58
+ value: true
59
+ optimizer:
60
+ desc: null
61
+ value: auto
62
+ verbose:
63
+ desc: null
64
+ value: false
65
+ seed:
66
+ desc: null
67
+ value: 0
68
+ deterministic:
69
+ desc: null
70
+ value: true
71
+ single_cls:
72
+ desc: null
73
+ value: false
74
+ rect:
75
+ desc: null
76
+ value: false
77
+ cos_lr:
78
+ desc: null
79
+ value: false
80
+ close_mosaic:
81
+ desc: null
82
+ value: 10
83
+ resume:
84
+ desc: null
85
+ value: /kaggle/working/runs/detect/RTDETR/weights/last.pt
86
+ amp:
87
+ desc: null
88
+ value: false
89
+ fraction:
90
+ desc: null
91
+ value: 1.0
92
+ profile:
93
+ desc: null
94
+ value: false
95
+ freeze:
96
+ desc: null
97
+ value: null
98
+ multi_scale:
99
+ desc: null
100
+ value: false
101
+ overlap_mask:
102
+ desc: null
103
+ value: true
104
+ mask_ratio:
105
+ desc: null
106
+ value: 4
107
+ dropout:
108
+ desc: null
109
+ value: 0.0
110
+ val:
111
+ desc: null
112
+ value: true
113
+ split:
114
+ desc: null
115
+ value: val
116
+ save_json:
117
+ desc: null
118
+ value: false
119
+ save_hybrid:
120
+ desc: null
121
+ value: false
122
+ conf:
123
+ desc: null
124
+ value: null
125
+ iou:
126
+ desc: null
127
+ value: 0.7
128
+ max_det:
129
+ desc: null
130
+ value: 300
131
+ half:
132
+ desc: null
133
+ value: false
134
+ dnn:
135
+ desc: null
136
+ value: false
137
+ plots:
138
+ desc: null
139
+ value: true
140
+ source:
141
+ desc: null
142
+ value: null
143
+ vid_stride:
144
+ desc: null
145
+ value: 1
146
+ stream_buffer:
147
+ desc: null
148
+ value: false
149
+ visualize:
150
+ desc: null
151
+ value: false
152
+ augment:
153
+ desc: null
154
+ value: false
155
+ agnostic_nms:
156
+ desc: null
157
+ value: false
158
+ classes:
159
+ desc: null
160
+ value: null
161
+ retina_masks:
162
+ desc: null
163
+ value: false
164
+ embed:
165
+ desc: null
166
+ value: null
167
+ show:
168
+ desc: null
169
+ value: false
170
+ save_frames:
171
+ desc: null
172
+ value: false
173
+ save_txt:
174
+ desc: null
175
+ value: false
176
+ save_conf:
177
+ desc: null
178
+ value: false
179
+ save_crop:
180
+ desc: null
181
+ value: false
182
+ show_labels:
183
+ desc: null
184
+ value: true
185
+ show_conf:
186
+ desc: null
187
+ value: true
188
+ show_boxes:
189
+ desc: null
190
+ value: true
191
+ line_width:
192
+ desc: null
193
+ value: null
194
+ format:
195
+ desc: null
196
+ value: torchscript
197
+ keras:
198
+ desc: null
199
+ value: false
200
+ optimize:
201
+ desc: null
202
+ value: false
203
+ int8:
204
+ desc: null
205
+ value: false
206
+ dynamic:
207
+ desc: null
208
+ value: false
209
+ simplify:
210
+ desc: null
211
+ value: false
212
+ opset:
213
+ desc: null
214
+ value: null
215
+ workspace:
216
+ desc: null
217
+ value: 4
218
+ nms:
219
+ desc: null
220
+ value: false
221
+ lr0:
222
+ desc: null
223
+ value: 0.01
224
+ lrf:
225
+ desc: null
226
+ value: 0.01
227
+ momentum:
228
+ desc: null
229
+ value: 0.937
230
+ weight_decay:
231
+ desc: null
232
+ value: 0.0005
233
+ warmup_epochs:
234
+ desc: null
235
+ value: 3.0
236
+ warmup_momentum:
237
+ desc: null
238
+ value: 0.8
239
+ warmup_bias_lr:
240
+ desc: null
241
+ value: 0.0
242
+ box:
243
+ desc: null
244
+ value: 7.5
245
+ cls:
246
+ desc: null
247
+ value: 0.5
248
+ dfl:
249
+ desc: null
250
+ value: 1.5
251
+ pose:
252
+ desc: null
253
+ value: 12.0
254
+ kobj:
255
+ desc: null
256
+ value: 1.0
257
+ label_smoothing:
258
+ desc: null
259
+ value: 0.0
260
+ nbs:
261
+ desc: null
262
+ value: 64
263
+ hsv_h:
264
+ desc: null
265
+ value: 0.015
266
+ hsv_s:
267
+ desc: null
268
+ value: 0.7
269
+ hsv_v:
270
+ desc: null
271
+ value: 0.4
272
+ degrees:
273
+ desc: null
274
+ value: 0.0
275
+ translate:
276
+ desc: null
277
+ value: 0.1
278
+ scale:
279
+ desc: null
280
+ value: 0.5
281
+ shear:
282
+ desc: null
283
+ value: 0.0
284
+ perspective:
285
+ desc: null
286
+ value: 0.0
287
+ flipud:
288
+ desc: null
289
+ value: 0.0
290
+ fliplr:
291
+ desc: null
292
+ value: 0.5
293
+ bgr:
294
+ desc: null
295
+ value: 0.0
296
+ mosaic:
297
+ desc: null
298
+ value: 1.0
299
+ mixup:
300
+ desc: null
301
+ value: 0.0
302
+ copy_paste:
303
+ desc: null
304
+ value: 0.0
305
+ auto_augment:
306
+ desc: null
307
+ value: randaugment
308
+ erasing:
309
+ desc: null
310
+ value: 0.4
311
+ crop_fraction:
312
+ desc: null
313
+ value: 1.0
314
+ cfg:
315
+ desc: null
316
+ value: null
317
+ tracker:
318
+ desc: null
319
+ value: botsort.yaml
320
+ save_dir:
321
+ desc: null
322
+ value: runs/detect/RTDETR
323
+ _wandb:
324
+ desc: null
325
+ value:
326
+ python_version: 3.10.13
327
+ cli_version: 0.16.6
328
+ framework: huggingface
329
+ is_jupyter_run: false
330
+ is_kaggle_kernel: true
331
+ start_time: 1715694261.0
332
+ t:
333
+ 1:
334
+ - 1
335
+ - 2
336
+ - 3
337
+ - 12
338
+ - 30
339
+ - 55
340
+ - 105
341
+ 2:
342
+ - 1
343
+ - 2
344
+ - 3
345
+ - 5
346
+ - 11
347
+ - 12
348
+ - 30
349
+ - 49
350
+ - 53
351
+ - 55
352
+ - 80
353
+ - 105
354
+ 3:
355
+ - 13
356
+ - 16
357
+ - 23
358
+ - 61
359
+ 4: 3.10.13
360
+ 5: 0.16.6
361
+ 8:
362
+ - 2
363
+ - 5
364
+ 13: linux-x86_64
wandb/run-20240514_134421-rr61r5sa/files/media/images/labels_45_d6f228f8aa5fae43804f.jpg ADDED

Git LFS Details

  • SHA256: d6f228f8aa5fae43804fe0bc7b816029875a757ac3fdd7a8dbcd9ea9de53dc61
  • Pointer size: 131 Bytes
  • Size of remote file: 137 kB
wandb/run-20240514_134421-rr61r5sa/files/output.log ADDED
The diff for this file is too large to render. See raw diff
 
wandb/run-20240514_134421-rr61r5sa/files/requirements.txt ADDED
@@ -0,0 +1,865 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Babel==2.14.0
2
+ Boruta==0.3
3
+ Brotli==1.0.9
4
+ CVXcanon==0.1.2
5
+ Cartopy==0.23.0
6
+ Cython==3.0.8
7
+ Deprecated==1.2.14
8
+ Farama-Notifications==0.0.4
9
+ Flask==3.0.3
10
+ Geohash==1.0
11
+ GitPython==3.1.41
12
+ ImageHash==4.3.1
13
+ Janome==0.5.0
14
+ Jinja2==3.1.2
15
+ LunarCalendar==0.0.9
16
+ Mako==1.3.3
17
+ Markdown==3.5.2
18
+ MarkupSafe==2.1.3
19
+ MarkupSafe==2.1.5
20
+ Pillow==9.5.0
21
+ PuLP==2.8.0
22
+ PyArabic==0.6.15
23
+ PyJWT==2.8.0
24
+ PyMeeus==0.5.12
25
+ PySocks==1.7.1
26
+ PyUpSet==0.1.1.post7
27
+ PyWavelets==1.5.0
28
+ PyYAML==6.0.1
29
+ Pygments==2.17.2
30
+ Pympler==1.0.1
31
+ QtPy==2.4.1
32
+ Rtree==1.2.0
33
+ SQLAlchemy==2.0.25
34
+ SecretStorage==3.3.3
35
+ Send2Trash==1.8.2
36
+ Shapely==1.8.5.post1
37
+ Shimmy==1.3.0
38
+ SimpleITK==2.3.1
39
+ TPOT==0.12.1
40
+ Theano-PyMC==1.1.2
41
+ Theano==1.0.5
42
+ Wand==0.6.13
43
+ Werkzeug==3.0.2
44
+ absl-py==1.4.0
45
+ accelerate==0.29.3
46
+ access==1.1.9
47
+ affine==2.4.0
48
+ aiobotocore==2.12.3
49
+ aiofiles==22.1.0
50
+ aiohttp-cors==0.7.0
51
+ aiohttp==3.9.1
52
+ aioitertools==0.11.0
53
+ aiorwlock==1.3.0
54
+ aiosignal==1.3.1
55
+ aiosqlite==0.19.0
56
+ albumentations==1.4.0
57
+ alembic==1.13.1
58
+ altair==5.3.0
59
+ annotated-types==0.6.0
60
+ annoy==1.17.3
61
+ anyio==4.2.0
62
+ apache-beam==2.46.0
63
+ aplus==0.11.0
64
+ appdirs==1.4.4
65
+ archspec==0.2.3
66
+ argon2-cffi-bindings==21.2.0
67
+ argon2-cffi==23.1.0
68
+ array-record==0.5.0
69
+ arrow==1.3.0
70
+ arviz==0.18.0
71
+ astroid==3.1.0
72
+ astropy-iers-data==0.2024.4.15.2.45.49
73
+ astropy==6.0.1
74
+ asttokens==2.4.1
75
+ astunparse==1.6.3
76
+ async-lru==2.0.4
77
+ async-timeout==4.0.3
78
+ attrs==23.2.0
79
+ audioread==3.0.1
80
+ autopep8==2.0.4
81
+ backoff==2.2.1
82
+ bayesian-optimization==1.4.3
83
+ beatrix_jupyterlab==2023.128.151533
84
+ beautifulsoup4==4.12.2
85
+ blake3==0.2.1
86
+ bleach==6.1.0
87
+ blessed==1.20.0
88
+ blinker==1.7.0
89
+ blis==0.7.10
90
+ blosc2==2.6.2
91
+ bokeh==3.4.1
92
+ boltons==23.1.1
93
+ boto3==1.26.100
94
+ botocore==1.34.69
95
+ bq_helper==0.4.1
96
+ bqplot==0.12.43
97
+ branca==0.7.1
98
+ brewer2mpl==1.4.1
99
+ brotlipy==0.7.0
100
+ cached-property==1.5.2
101
+ cachetools==4.2.4
102
+ cachetools==5.3.2
103
+ catalogue==2.0.10
104
+ catalyst==22.4
105
+ catboost==1.2.3
106
+ category-encoders==2.6.3
107
+ certifi==2024.2.2
108
+ cesium==0.12.1
109
+ cffi==1.16.0
110
+ charset-normalizer==3.3.2
111
+ chex==0.1.86
112
+ cleverhans==4.0.0
113
+ click-plugins==1.1.1
114
+ click==8.1.7
115
+ cligj==0.7.2
116
+ cloud-tpu-client==0.10
117
+ cloud-tpu-profiler==2.4.0
118
+ cloudpathlib==0.16.0
119
+ cloudpickle==2.2.1
120
+ cloudpickle==3.0.0
121
+ cmdstanpy==1.2.2
122
+ colorama==0.4.6
123
+ colorama==0.4.6
124
+ colorcet==3.1.0
125
+ colorful==0.5.6
126
+ colorlog==6.8.2
127
+ colorlover==0.3.0
128
+ comm==0.2.1
129
+ conda-libmamba-solver==23.7.0
130
+ conda-package-handling==2.2.0
131
+ conda==23.7.4
132
+ conda_package_streaming==0.9.0
133
+ confection==0.1.4
134
+ contextily==1.6.0
135
+ contourpy==1.2.0
136
+ contourpy==1.2.1
137
+ convertdate==2.4.0
138
+ crcmod==1.7
139
+ cryptography==41.0.7
140
+ cuda-python==12.4.0
141
+ cudf==23.8.0
142
+ cufflinks==0.17.3
143
+ cuml==23.8.0
144
+ cupy==13.0.0
145
+ cycler==0.12.1
146
+ cymem==2.0.8
147
+ cytoolz==0.12.3
148
+ daal4py==2024.3.0
149
+ daal==2024.3.0
150
+ dacite==1.8.1
151
+ dask-cuda==23.8.0
152
+ dask-cudf==23.8.0
153
+ dask-expr==1.0.11
154
+ dask==2024.4.1
155
+ dataclasses-json==0.6.4
156
+ dataproc_jupyter_plugin==0.1.66
157
+ datasets==2.18.0
158
+ datashader==0.16.0
159
+ datatile==1.0.3
160
+ db-dtypes==1.2.0
161
+ deap==1.4.1
162
+ debugpy==1.8.0
163
+ decorator==5.1.1
164
+ deepdiff==7.0.1
165
+ defusedxml==0.7.1
166
+ deprecation==2.1.0
167
+ descartes==1.1.0
168
+ dill==0.3.8
169
+ dipy==1.9.0
170
+ distlib==0.3.8
171
+ distributed==2023.7.1
172
+ distro==1.9.0
173
+ dm-tree==0.1.8
174
+ docker-pycreds==0.4.0
175
+ docker==7.0.0
176
+ docopt==0.6.2
177
+ docstring-parser==0.15
178
+ docstring-to-markdown==0.15
179
+ docutils==0.21.1
180
+ earthengine-api==0.1.399
181
+ easydict==1.13
182
+ easyocr==1.7.1
183
+ ecos==2.0.13
184
+ eli5==0.13.0
185
+ emoji==2.11.0
186
+ en-core-web-lg==3.7.1
187
+ en-core-web-sm==3.7.1
188
+ entrypoints==0.4
189
+ ephem==4.1.5
190
+ esda==2.5.1
191
+ essentia==2.1b6.dev1110
192
+ et-xmlfile==1.1.0
193
+ etils==1.6.0
194
+ exceptiongroup==1.2.0
195
+ executing==2.0.1
196
+ explainable-ai-sdk==1.3.3
197
+ fastai==2.7.14
198
+ fastapi==0.108.0
199
+ fastavro==1.9.3
200
+ fastcore==1.5.29
201
+ fastdownload==0.0.7
202
+ fasteners==0.19
203
+ fastjsonschema==2.19.1
204
+ fastprogress==1.0.3
205
+ fastrlock==0.8.2
206
+ fasttext==0.9.2
207
+ feather-format==0.4.1
208
+ featuretools==1.30.0
209
+ filelock==3.13.1
210
+ fiona==1.9.6
211
+ fitter==1.7.0
212
+ flake8==7.0.0
213
+ flashtext==2.7
214
+ flatbuffers==23.5.26
215
+ flax==0.8.2
216
+ folium==0.16.0
217
+ fonttools==4.47.0
218
+ fonttools==4.51.0
219
+ fqdn==1.5.1
220
+ frozendict==2.4.2
221
+ frozenlist==1.4.1
222
+ fsspec==2024.2.0
223
+ fsspec==2024.3.1
224
+ funcy==2.0
225
+ fury==0.10.0
226
+ future==1.0.0
227
+ fuzzywuzzy==0.18.0
228
+ gast==0.5.4
229
+ gatspy==0.3
230
+ gcsfs==2024.2.0
231
+ gensim==4.3.2
232
+ geographiclib==2.0
233
+ geojson==3.1.0
234
+ geopandas==0.14.3
235
+ geoplot==0.5.1
236
+ geopy==2.4.1
237
+ geoviews==1.12.0
238
+ ggplot==0.11.5
239
+ giddy==2.3.5
240
+ gitdb==4.0.11
241
+ google-ai-generativelanguage==0.6.2
242
+ google-api-core==2.11.1
243
+ google-api-core==2.18.0
244
+ google-api-python-client==2.126.0
245
+ google-apitools==0.5.31
246
+ google-auth-httplib2==0.2.0
247
+ google-auth-oauthlib==1.2.0
248
+ google-auth==2.26.1
249
+ google-cloud-aiplatform==0.6.0a1
250
+ google-cloud-artifact-registry==1.10.0
251
+ google-cloud-automl==1.0.1
252
+ google-cloud-bigquery==2.34.4
253
+ google-cloud-bigtable==1.7.3
254
+ google-cloud-core==2.4.1
255
+ google-cloud-datastore==2.19.0
256
+ google-cloud-dlp==3.14.0
257
+ google-cloud-jupyter-config==0.0.5
258
+ google-cloud-language==2.13.3
259
+ google-cloud-monitoring==2.18.0
260
+ google-cloud-pubsub==2.19.0
261
+ google-cloud-pubsublite==1.9.0
262
+ google-cloud-recommendations-ai==0.7.1
263
+ google-cloud-resource-manager==1.11.0
264
+ google-cloud-spanner==3.40.1
265
+ google-cloud-storage==1.44.0
266
+ google-cloud-translate==3.12.1
267
+ google-cloud-videointelligence==2.13.3
268
+ google-cloud-vision==2.8.0
269
+ google-crc32c==1.5.0
270
+ google-generativeai==0.5.1
271
+ google-pasta==0.2.0
272
+ google-resumable-media==2.7.0
273
+ googleapis-common-protos==1.62.0
274
+ gplearn==0.4.2
275
+ gpustat==1.0.0
276
+ gpxpy==1.6.2
277
+ graphviz==0.20.3
278
+ greenlet==3.0.3
279
+ grpc-google-iam-v1==0.12.7
280
+ grpcio-status==1.48.1
281
+ grpcio-status==1.48.2
282
+ grpcio==1.51.1
283
+ grpcio==1.60.0
284
+ gviz-api==1.10.0
285
+ gym-notices==0.0.8
286
+ gym==0.26.2
287
+ gymnasium==0.29.0
288
+ h11==0.14.0
289
+ h2o==3.46.0.1
290
+ h5netcdf==1.3.0
291
+ h5py==3.10.0
292
+ haversine==2.8.1
293
+ hdfs==2.7.3
294
+ hep-ml==0.7.2
295
+ hijri-converter==2.3.1
296
+ hmmlearn==0.3.2
297
+ holidays==0.24
298
+ holoviews==1.18.3
299
+ hpsklearn==0.1.0
300
+ html5lib==1.1
301
+ htmlmin==0.1.12
302
+ httpcore==1.0.5
303
+ httplib2==0.21.0
304
+ httptools==0.6.1
305
+ httpx==0.27.0
306
+ huggingface-hub==0.22.2
307
+ hunspell==0.5.5
308
+ hydra-slayer==0.5.0
309
+ hyperopt==0.2.7
310
+ hypertools==0.8.0
311
+ idna==3.6
312
+ igraph==0.11.4
313
+ imagecodecs==2024.1.1
314
+ imageio==2.33.1
315
+ imbalanced-learn==0.12.2
316
+ imgaug==0.4.0
317
+ importlib-metadata==6.11.0
318
+ importlib-metadata==7.0.1
319
+ importlib-resources==6.1.1
320
+ inequality==1.0.1
321
+ iniconfig==2.0.0
322
+ ipydatawidgets==4.3.5
323
+ ipykernel==6.28.0
324
+ ipyleaflet==0.18.2
325
+ ipympl==0.7.0
326
+ ipython-genutils==0.2.0
327
+ ipython-genutils==0.2.0
328
+ ipython-sql==0.5.0
329
+ ipython==8.20.0
330
+ ipyvolume==0.6.3
331
+ ipyvue==1.11.0
332
+ ipyvuetify==1.9.4
333
+ ipywebrtc==0.6.0
334
+ ipywidgets==7.7.1
335
+ isoduration==20.11.0
336
+ isort==5.13.2
337
+ isoweek==1.3.3
338
+ itsdangerous==2.2.0
339
+ jaraco.classes==3.3.0
340
+ jax-jumpy==1.0.0
341
+ jax==0.4.23
342
+ jaxlib==0.4.23.dev20240116
343
+ jedi==0.19.1
344
+ jeepney==0.8.0
345
+ jieba==0.42.1
346
+ jmespath==1.0.1
347
+ joblib==1.4.0
348
+ json5==0.9.14
349
+ jsonpatch==1.33
350
+ jsonpointer==2.4
351
+ jsonschema-specifications==2023.12.1
352
+ jsonschema==4.20.0
353
+ jupyter-console==6.6.3
354
+ jupyter-events==0.9.0
355
+ jupyter-http-over-ws==0.0.8
356
+ jupyter-lsp==1.5.1
357
+ jupyter-server-mathjax==0.2.6
358
+ jupyter-ydoc==0.2.5
359
+ jupyter_client==7.4.9
360
+ jupyter_client==8.6.0
361
+ jupyter_core==5.7.1
362
+ jupyter_server==2.12.5
363
+ jupyter_server_fileid==0.9.1
364
+ jupyter_server_proxy==4.1.0
365
+ jupyter_server_terminals==0.5.1
366
+ jupyter_server_ydoc==0.8.0
367
+ jupyterlab-lsp==5.1.0
368
+ jupyterlab-widgets==3.0.9
369
+ jupyterlab==4.1.6
370
+ jupyterlab_git==0.44.0
371
+ jupyterlab_pygments==0.3.0
372
+ jupyterlab_server==2.25.2
373
+ jupytext==1.16.0
374
+ kaggle-environments==1.14.3
375
+ kaggle==1.6.12
376
+ kagglehub==0.2.3
377
+ keras-cv==0.8.2
378
+ keras-nlp==0.9.3
379
+ keras-tuner==1.4.6
380
+ keras==3.2.1
381
+ kernels-mixer==0.0.7
382
+ keyring==24.3.0
383
+ keyrings.google-artifactregistry-auth==1.1.2
384
+ kfp-pipeline-spec==0.2.2
385
+ kfp-server-api==2.0.5
386
+ kfp==2.5.0
387
+ kiwisolver==1.4.5
388
+ kmapper==2.0.1
389
+ kmodes==0.12.2
390
+ korean-lunar-calendar==0.3.1
391
+ kornia==0.7.2
392
+ kornia_rs==0.1.3
393
+ kt-legacy==1.0.5
394
+ kubernetes==26.1.0
395
+ langcodes==3.3.0
396
+ langid==1.1.6
397
+ lazy_loader==0.3
398
+ learntools==0.3.4
399
+ leven==1.0.4
400
+ libclang==16.0.6
401
+ libmambapy==1.5.0
402
+ libpysal==4.9.2
403
+ librosa==0.10.1
404
+ lightgbm==4.2.0
405
+ lightning-utilities==0.11.2
406
+ lime==0.2.0.1
407
+ line-profiler==4.1.2
408
+ linkify-it-py==2.0.3
409
+ llvmlite==0.41.1
410
+ llvmlite==0.42.0
411
+ lml==0.1.0
412
+ locket==1.0.0
413
+ loguru==0.7.2
414
+ lxml==5.2.1
415
+ lz4==4.3.3
416
+ mamba==1.5.0
417
+ mapclassify==2.6.1
418
+ markdown-it-py==3.0.0
419
+ marshmallow==3.21.1
420
+ matplotlib-inline==0.1.6
421
+ matplotlib-venn==0.11.10
422
+ matplotlib==3.7.5
423
+ matplotlib==3.8.4
424
+ mccabe==0.7.0
425
+ mdit-py-plugins==0.4.0
426
+ mdurl==0.1.2
427
+ memory-profiler==0.61.0
428
+ menuinst==2.0.1
429
+ mercantile==1.2.1
430
+ mgwr==2.2.1
431
+ missingno==0.5.2
432
+ mistune==0.8.4
433
+ mizani==0.11.1
434
+ ml-dtypes==0.2.0
435
+ mlcrate==0.2.0
436
+ mlens==0.2.3
437
+ mlxtend==0.23.1
438
+ mne==1.6.1
439
+ mnist==0.2.2
440
+ momepy==0.7.0
441
+ more-itertools==10.2.0
442
+ mpld3==0.5.10
443
+ mpmath==1.3.0
444
+ msgpack==1.0.7
445
+ multidict==6.0.4
446
+ multimethod==1.10
447
+ multipledispatch==1.0.0
448
+ multiprocess==0.70.16
449
+ munkres==1.1.4
450
+ murmurhash==1.0.10
451
+ mypy-extensions==1.0.0
452
+ namex==0.0.8
453
+ nb-conda-kernels==2.3.1
454
+ nb_conda==2.2.1
455
+ nbclassic==1.0.0
456
+ nbclient==0.5.13
457
+ nbconvert==6.4.5
458
+ nbdime==3.2.0
459
+ nbformat==5.9.2
460
+ ndindex==1.8
461
+ nest-asyncio==1.5.8
462
+ networkx==3.2.1
463
+ nibabel==5.2.1
464
+ nilearn==0.10.4
465
+ ninja==1.11.1.1
466
+ nltk==3.2.4
467
+ nose==1.3.7
468
+ notebook==6.5.4
469
+ notebook==6.5.6
470
+ notebook_executor==0.2
471
+ notebook_shim==0.2.3
472
+ numba==0.58.1
473
+ numba==0.59.1
474
+ numexpr==2.10.0
475
+ numpy==1.26.4
476
+ nvidia-ml-py==11.495.46
477
+ nvtx==0.2.10
478
+ oauth2client==4.1.3
479
+ oauthlib==3.2.2
480
+ objsize==0.6.1
481
+ odfpy==1.4.1
482
+ olefile==0.47
483
+ onnx==1.16.0
484
+ opencensus-context==0.1.3
485
+ opencensus==0.11.4
486
+ opencv-contrib-python==4.9.0.80
487
+ opencv-python-headless==4.9.0.80
488
+ opencv-python==4.9.0.80
489
+ openpyxl==3.1.2
490
+ openslide-python==1.3.1
491
+ opentelemetry-api==1.22.0
492
+ opentelemetry-exporter-otlp-proto-common==1.22.0
493
+ opentelemetry-exporter-otlp-proto-grpc==1.22.0
494
+ opentelemetry-exporter-otlp-proto-http==1.22.0
495
+ opentelemetry-exporter-otlp==1.22.0
496
+ opentelemetry-proto==1.22.0
497
+ opentelemetry-sdk==1.22.0
498
+ opentelemetry-semantic-conventions==0.43b0
499
+ opt-einsum==3.3.0
500
+ optax==0.2.2
501
+ optree==0.11.0
502
+ optuna==3.6.1
503
+ orbax-checkpoint==0.5.9
504
+ ordered-set==4.1.0
505
+ orjson==3.9.10
506
+ ortools==9.4.1874
507
+ osmnx==1.9.2
508
+ overrides==7.4.0
509
+ packaging==21.3
510
+ pandas-datareader==0.10.0
511
+ pandas-profiling==3.6.6
512
+ pandas-summary==0.2.0
513
+ pandas==2.1.4
514
+ pandas==2.2.2
515
+ pandasql==0.7.3
516
+ pandocfilters==1.5.0
517
+ panel==1.4.1
518
+ papermill==2.5.0
519
+ param==2.1.0
520
+ parso==0.8.3
521
+ partd==1.4.1
522
+ path.py==12.5.0
523
+ path==16.14.0
524
+ pathos==0.3.2
525
+ pathy==0.10.3
526
+ patsy==0.5.6
527
+ pdf2image==1.17.0
528
+ pettingzoo==1.24.0
529
+ pexpect==4.8.0
530
+ pexpect==4.9.0
531
+ phik==0.12.4
532
+ pickleshare==0.7.5
533
+ pillow==10.3.0
534
+ pip==23.3.2
535
+ pkgutil_resolve_name==1.3.10
536
+ platformdirs==4.2.0
537
+ plotly-express==0.4.1
538
+ plotly==5.18.0
539
+ plotnine==0.13.4
540
+ pluggy==1.4.0
541
+ pointpats==2.4.0
542
+ polars==0.20.21
543
+ polyglot==16.7.4
544
+ pooch==1.8.1
545
+ pox==0.3.4
546
+ ppca==0.0.4
547
+ ppft==1.7.6.8
548
+ preprocessing==0.1.13
549
+ preshed==3.0.9
550
+ prettytable==3.9.0
551
+ progressbar2==4.4.2
552
+ prometheus-client==0.19.0
553
+ promise==2.3
554
+ prompt-toolkit==3.0.42
555
+ prompt-toolkit==3.0.43
556
+ prophet==1.1.1
557
+ proto-plus==1.23.0
558
+ protobuf==3.20.3
559
+ protobuf==4.21.12
560
+ psutil==5.9.3
561
+ psutil==5.9.7
562
+ psutil==5.9.7
563
+ ptyprocess==0.7.0
564
+ pudb==2024.1
565
+ pure-eval==0.2.2
566
+ py-cpuinfo==9.0.0
567
+ py-spy==0.3.14
568
+ py4j==0.10.9.7
569
+ pyLDAvis==3.4.1
570
+ pyOpenSSL==23.3.0
571
+ pyaml==23.12.0
572
+ pyarrow-hotfix==0.6
573
+ pyarrow==15.0.2
574
+ pyasn1-modules==0.3.0
575
+ pyasn1==0.5.1
576
+ pybind11==2.12.0
577
+ pyclipper==1.3.0.post5
578
+ pycodestyle==2.11.1
579
+ pycosat==0.6.6
580
+ pycparser==2.21
581
+ pycryptodome==3.20.0
582
+ pyct==0.5.0
583
+ pycuda==2024.1
584
+ pydantic==2.5.3
585
+ pydantic==2.7.0
586
+ pydantic_core==2.14.6
587
+ pydantic_core==2.18.1
588
+ pydegensac==0.1.2
589
+ pydicom==2.4.4
590
+ pydocstyle==6.3.0
591
+ pydot==1.4.2
592
+ pydub==0.25.1
593
+ pyemd==1.0.0
594
+ pyerfa==2.0.1.4
595
+ pyexcel-io==0.6.6
596
+ pyexcel-ods==0.6.0
597
+ pyflakes==3.2.0
598
+ pygltflib==1.16.2
599
+ pykalman==0.9.7
600
+ pylibraft==23.8.0
601
+ pylint==3.1.0
602
+ pymc3==3.11.4
603
+ pymongo==3.13.0
604
+ pynndescent==0.5.12
605
+ pynvml==11.4.1
606
+ pynvrtc==9.2
607
+ pyparsing==3.1.1
608
+ pyparsing==3.1.2
609
+ pypdf==4.2.0
610
+ pyproj==3.6.1
611
+ pysal==24.1
612
+ pyshp==2.3.1
613
+ pytesseract==0.3.10
614
+ pytest==8.1.1
615
+ python-bidi==0.4.2
616
+ python-dateutil==2.9.0.post0
617
+ python-dotenv==1.0.0
618
+ python-json-logger==2.0.7
619
+ python-louvain==0.16
620
+ python-lsp-jsonrpc==1.1.2
621
+ python-lsp-server==1.11.0
622
+ python-slugify==8.0.4
623
+ python-utils==3.8.2
624
+ pythreejs==2.4.2
625
+ pytoolconfig==1.3.1
626
+ pytools==2024.1.1
627
+ pytorch-ignite==0.5.0.post2
628
+ pytorch-lightning==2.2.2
629
+ pytz==2023.3.post1
630
+ pytz==2024.1
631
+ pyu2f==0.1.5
632
+ pyviz_comms==3.0.2
633
+ pyzmq==24.0.1
634
+ pyzmq==25.1.2
635
+ qgrid==1.3.1
636
+ qtconsole==5.5.1
637
+ quantecon==0.7.2
638
+ qudida==0.0.4
639
+ raft-dask==23.8.0
640
+ rasterio==1.3.10
641
+ rasterstats==0.19.0
642
+ ray-cpp==2.9.0
643
+ ray==2.9.0
644
+ referencing==0.32.1
645
+ regex==2023.12.25
646
+ requests-oauthlib==1.3.1
647
+ requests-toolbelt==0.10.1
648
+ requests==2.31.0
649
+ retrying==1.3.3
650
+ retrying==1.3.4
651
+ rfc3339-validator==0.1.4
652
+ rfc3986-validator==0.1.1
653
+ rgf-python==3.12.0
654
+ rich-click==1.7.4
655
+ rich==13.7.0
656
+ rich==13.7.1
657
+ rmm==23.8.0
658
+ rope==1.13.0
659
+ rpds-py==0.16.2
660
+ rsa==4.9
661
+ ruamel-yaml-conda==0.15.100
662
+ ruamel.yaml.clib==0.2.7
663
+ ruamel.yaml==0.17.40
664
+ s2sphere==0.2.5
665
+ s3fs==2024.2.0
666
+ s3transfer==0.6.2
667
+ safetensors==0.4.3
668
+ scattertext==0.1.19
669
+ scikit-image==0.22.0
670
+ scikit-learn-intelex==2024.3.0
671
+ scikit-learn==1.2.2
672
+ scikit-multilearn==0.2.0
673
+ scikit-optimize==0.10.1
674
+ scikit-plot==0.3.7
675
+ scikit-surprise==1.1.3
676
+ scipy==1.11.4
677
+ scipy==1.13.0
678
+ seaborn==0.12.2
679
+ segment_anything==1.0
680
+ segregation==2.5
681
+ semver==3.0.2
682
+ sentencepiece==0.2.0
683
+ sentry-sdk==1.45.0
684
+ setproctitle==1.2.2
685
+ setproctitle==1.3.3
686
+ setuptools-git==1.2
687
+ setuptools-scm==8.0.4
688
+ setuptools==69.0.3
689
+ shap==0.44.1
690
+ shapely==2.0.4
691
+ shellingham==1.5.4
692
+ simpervisor==1.0.0
693
+ simplejson==3.19.2
694
+ six==1.16.0
695
+ sklearn-pandas==2.2.0
696
+ slicer==0.0.7
697
+ smart-open==6.4.0
698
+ smmap==5.0.1
699
+ sniffio==1.3.0
700
+ snowballstemmer==2.2.0
701
+ snuggs==1.4.7
702
+ sortedcontainers==2.4.0
703
+ soundfile==0.12.1
704
+ soupsieve==2.5
705
+ soxr==0.3.7
706
+ spacy-legacy==3.0.12
707
+ spacy-loggers==1.0.5
708
+ spacy==3.7.3
709
+ spaghetti==1.7.5.post1
710
+ spectral==0.23.1
711
+ spglm==1.1.0
712
+ sphinx-rtd-theme==0.2.4
713
+ spint==1.0.7
714
+ splot==1.1.5.post1
715
+ spopt==0.6.0
716
+ spreg==1.4.2
717
+ spvcm==0.3.0
718
+ sqlparse==0.4.4
719
+ squarify==0.4.3
720
+ srsly==2.4.8
721
+ stable-baselines3==2.1.0
722
+ stack-data==0.6.2
723
+ stack-data==0.6.3
724
+ stanio==0.5.0
725
+ starlette==0.32.0.post1
726
+ statsmodels==0.14.1
727
+ stemming==1.0.1
728
+ stop-words==2018.7.23
729
+ stopit==1.1.2
730
+ stumpy==1.12.0
731
+ sympy==1.12
732
+ tables==3.9.2
733
+ tabulate==0.9.0
734
+ tangled-up-in-unicode==0.2.0
735
+ tbb==2021.12.0
736
+ tblib==3.0.0
737
+ tenacity==8.2.3
738
+ tensorboard-data-server==0.7.2
739
+ tensorboard-plugin-profile==2.15.0
740
+ tensorboard==2.15.1
741
+ tensorboardX==2.6.2.2
742
+ tensorflow-cloud==0.1.16
743
+ tensorflow-datasets==4.9.4
744
+ tensorflow-decision-forests==1.8.1
745
+ tensorflow-estimator==2.15.0
746
+ tensorflow-hub==0.16.1
747
+ tensorflow-io-gcs-filesystem==0.35.0
748
+ tensorflow-io==0.35.0
749
+ tensorflow-metadata==0.14.0
750
+ tensorflow-probability==0.23.0
751
+ tensorflow-serving-api==2.14.1
752
+ tensorflow-text==2.15.0
753
+ tensorflow-transform==0.14.0
754
+ tensorflow==2.15.0
755
+ tensorstore==0.1.56
756
+ termcolor==2.4.0
757
+ terminado==0.18.0
758
+ testpath==0.6.0
759
+ text-unidecode==1.3
760
+ textblob==0.18.0.post0
761
+ texttable==1.7.0
762
+ tf_keras==2.15.1
763
+ tfp-nightly==0.24.0.dev0
764
+ thinc==8.2.2
765
+ thop==0.1.1-2209072238
766
+ threadpoolctl==3.2.0
767
+ tifffile==2023.12.9
768
+ timm==0.9.16
769
+ tinycss2==1.2.1
770
+ tobler==0.11.2
771
+ tokenizers==0.15.2
772
+ toml==0.10.2
773
+ tomli==2.0.1
774
+ tomlkit==0.12.4
775
+ toolz==0.12.1
776
+ torch==2.1.2
777
+ torchaudio==2.1.2
778
+ torchdata==0.7.1
779
+ torchinfo==1.8.0
780
+ torchmetrics==1.3.2
781
+ torchtext==0.16.2
782
+ torchvision==0.16.2
783
+ tornado==6.3.3
784
+ tqdm==4.66.1
785
+ traceml==1.0.8
786
+ traitlets==5.9.0
787
+ traittypes==0.2.1
788
+ transformers==4.39.3
789
+ treelite-runtime==3.2.0
790
+ treelite==3.2.0
791
+ truststore==0.8.0
792
+ trx-python==0.2.9
793
+ tsfresh==0.20.2
794
+ typeguard==4.1.5
795
+ typer==0.9.0
796
+ typer==0.9.4
797
+ types-python-dateutil==2.8.19.20240106
798
+ typing-inspect==0.9.0
799
+ typing-utils==0.1.0
800
+ typing_extensions==4.9.0
801
+ tzdata==2023.4
802
+ uc-micro-py==1.0.3
803
+ ucx-py==0.33.0
804
+ ujson==5.9.0
805
+ ultralytics==8.2.15
806
+ umap-learn==0.5.6
807
+ unicodedata2==15.1.0
808
+ update-checker==0.18.0
809
+ uri-template==1.3.0
810
+ uritemplate==3.0.1
811
+ urllib3==1.26.18
812
+ urllib3==2.1.0
813
+ urwid==2.6.10
814
+ urwid_readline==0.14
815
+ uvicorn==0.25.0
816
+ uvloop==0.19.0
817
+ vaex-astro==0.9.3
818
+ vaex-core==4.17.1
819
+ vaex-hdf5==0.14.1
820
+ vaex-jupyter==0.8.2
821
+ vaex-ml==0.18.3
822
+ vaex-server==0.9.0
823
+ vaex-viz==0.5.4
824
+ vaex==4.17.0
825
+ vec_noise==1.1.4
826
+ vecstack==0.4.0
827
+ virtualenv==20.21.0
828
+ visions==0.7.5
829
+ vowpalwabbit==9.9.0
830
+ vtk==9.3.0
831
+ wandb==0.16.6
832
+ wasabi==1.1.2
833
+ watchfiles==0.21.0
834
+ wavio==0.0.8
835
+ wcwidth==0.2.13
836
+ weasel==0.3.4
837
+ webcolors==1.13
838
+ webencodings==0.5.1
839
+ websocket-client==1.7.0
840
+ websockets==12.0
841
+ wfdb==4.1.2
842
+ whatthepatch==1.0.5
843
+ wheel==0.42.0
844
+ widgetsnbextension==3.6.6
845
+ witwidget==1.8.1
846
+ woodwork==0.30.0
847
+ wordcloud==1.9.3
848
+ wordsegment==1.3.1
849
+ wrapt==1.14.1
850
+ xarray-einstats==0.7.0
851
+ xarray==2024.3.0
852
+ xgboost==2.0.3
853
+ xvfbwrapper==0.2.9
854
+ xxhash==3.4.1
855
+ xyzservices==2024.4.0
856
+ y-py==0.6.2
857
+ yapf==0.40.2
858
+ yarl==1.9.3
859
+ yarl==1.9.4
860
+ ydata-profiling==4.6.4
861
+ yellowbrick==1.5
862
+ ypy-websocket==0.8.4
863
+ zict==3.0.0
864
+ zipp==3.17.0
865
+ zstandard==0.22.0
wandb/run-20240514_134421-rr61r5sa/files/wandb-metadata.json ADDED
@@ -0,0 +1,65 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "os": "Linux-5.15.133+-x86_64-with-glibc2.31",
3
+ "python": "3.10.13",
4
+ "heartbeatAt": "2024-05-14T13:44:22.132323",
5
+ "startedAt": "2024-05-14T13:44:21.575305",
6
+ "docker": null,
7
+ "cuda": null,
8
+ "args": [],
9
+ "state": "running",
10
+ "program": "/root/.config/Ultralytics/DDP/_temp_58e8itdi133059749490944.py",
11
+ "codePathLocal": null,
12
+ "host": "6a2d8cb99c24",
13
+ "username": "root",
14
+ "executable": "/opt/conda/bin/python3.10",
15
+ "cpu_count": 2,
16
+ "cpu_count_logical": 4,
17
+ "cpu_freq": {
18
+ "current": 2000.166,
19
+ "min": 0.0,
20
+ "max": 0.0
21
+ },
22
+ "cpu_freq_per_core": [
23
+ {
24
+ "current": 2000.166,
25
+ "min": 0.0,
26
+ "max": 0.0
27
+ },
28
+ {
29
+ "current": 2000.166,
30
+ "min": 0.0,
31
+ "max": 0.0
32
+ },
33
+ {
34
+ "current": 2000.166,
35
+ "min": 0.0,
36
+ "max": 0.0
37
+ },
38
+ {
39
+ "current": 2000.166,
40
+ "min": 0.0,
41
+ "max": 0.0
42
+ }
43
+ ],
44
+ "disk": {
45
+ "/": {
46
+ "total": 8062.387607574463,
47
+ "used": 5597.580497741699
48
+ }
49
+ },
50
+ "gpu": "Tesla T4",
51
+ "gpu_count": 2,
52
+ "gpu_devices": [
53
+ {
54
+ "name": "Tesla T4",
55
+ "memory_total": 16106127360
56
+ },
57
+ {
58
+ "name": "Tesla T4",
59
+ "memory_total": 16106127360
60
+ }
61
+ ],
62
+ "memory": {
63
+ "total": 31.357563018798828
64
+ }
65
+ }
wandb/run-20240514_134421-rr61r5sa/files/wandb-summary.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"train/giou_loss": 1.12912, "train/cls_loss": 0.4493, "train/l1_loss": 0.12268, "_timestamp": 1715736079.3442538, "lr/pg0": 0.007162000000000001, "lr/pg1": 0.007162000000000001, "lr/pg2": 0.007162000000000001, "metrics/precision(B)": 0.52323, "metrics/recall(B)": 0.36221, "metrics/mAP50(B)": 0.36185, "metrics/mAP50-95(B)": 0.20578, "val/giou_loss": 0.81763, "val/cls_loss": 0.54331, "val/l1_loss": 0.08127, "labels": {"_type": "image-file", "sha256": "d6f228f8aa5fae43804fe0bc7b816029875a757ac3fdd7a8dbcd9ea9de53dc61", "size": 136926, "path": "media/images/labels_45_d6f228f8aa5fae43804f.jpg", "format": "jpg", "width": 1600, "height": 1600}, "_runtime": 41817.76221370697, "_step": 87}
wandb/run-20240514_134421-rr61r5sa/logs/debug-internal.log ADDED
The diff for this file is too large to render. See raw diff
 
wandb/run-20240514_134421-rr61r5sa/logs/debug.log ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-05-14 13:44:21,576 INFO MainThread:161 [wandb_setup.py:_flush():76] Current SDK version is 0.16.6
2
+ 2024-05-14 13:44:21,576 INFO MainThread:161 [wandb_setup.py:_flush():76] Configure stats pid to 161
3
+ 2024-05-14 13:44:21,576 INFO MainThread:161 [wandb_setup.py:_flush():76] Loading settings from /root/.config/wandb/settings
4
+ 2024-05-14 13:44:21,576 INFO MainThread:161 [wandb_setup.py:_flush():76] Loading settings from /kaggle/working/wandb/settings
5
+ 2024-05-14 13:44:21,576 WARNING MainThread:161 [wandb_setup.py:_flush():76] Unknown environment variable: WANDB_SERVICE
6
+ 2024-05-14 13:44:21,577 INFO MainThread:161 [wandb_setup.py:_flush():76] Loading settings from environment variables: {}
7
+ 2024-05-14 13:44:21,577 INFO MainThread:161 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
8
+ 2024-05-14 13:44:21,577 WARNING MainThread:161 [wandb_setup.py:_flush():76] Could not save program above cwd: /root/.config/Ultralytics/DDP/_temp_58e8itdi133059749490944.py
9
+ 2024-05-14 13:44:21,577 INFO MainThread:161 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': None, 'program_abspath': '/root/.config/Ultralytics/DDP/_temp_58e8itdi133059749490944.py', 'program': '/root/.config/Ultralytics/DDP/_temp_58e8itdi133059749490944.py'}
10
+ 2024-05-14 13:44:21,577 INFO MainThread:161 [wandb_setup.py:_flush():76] Applying login settings: {}
11
+ 2024-05-14 13:44:21,577 INFO MainThread:161 [wandb_init.py:_log_setup():521] Logging user logs to /kaggle/working/wandb/run-20240514_134421-rr61r5sa/logs/debug.log
12
+ 2024-05-14 13:44:21,577 INFO MainThread:161 [wandb_init.py:_log_setup():522] Logging internal logs to /kaggle/working/wandb/run-20240514_134421-rr61r5sa/logs/debug-internal.log
13
+ 2024-05-14 13:44:21,577 INFO MainThread:161 [wandb_init.py:init():561] calling init triggers
14
+ 2024-05-14 13:44:21,577 INFO MainThread:161 [wandb_init.py:init():568] wandb.init called with sweep_config: {}
15
+ config: {'task': 'detect', 'mode': 'train', 'model': '/kaggle/working/runs/detect/RTDETR/weights/last.pt', 'data': '/opt/conda/lib/python3.10/site-packages/ultralytics/cfg/datasets/VisDrone.yaml', 'epochs': 300, 'time': None, 'patience': 100, 'batch': 8, 'imgsz': 640, 'save': True, 'save_period': 50, 'cache': False, 'device': [0, 1], 'workers': 8, 'project': None, 'name': 'RTDETR', 'exist_ok': False, 'pretrained': True, 'optimizer': 'auto', 'verbose': False, 'seed': 0, 'deterministic': True, 'single_cls': False, 'rect': False, 'cos_lr': False, 'close_mosaic': 10, 'resume': '/kaggle/working/runs/detect/RTDETR/weights/last.pt', 'amp': False, 'fraction': 1.0, 'profile': False, 'freeze': None, 'multi_scale': 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, 'vid_stride': 1, 'stream_buffer': False, 'visualize': False, 'augment': False, 'agnostic_nms': False, 'classes': None, 'retina_masks': False, 'embed': None, 'show': False, 'save_frames': False, 'save_txt': False, 'save_conf': False, 'save_crop': False, 'show_labels': True, 'show_conf': True, 'show_boxes': True, 'line_width': None, 'format': 'torchscript', 'keras': False, 'optimize': False, 'int8': False, 'dynamic': False, 'simplify': False, 'opset': None, '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': 0.0, 'box': 7.5, 'cls': 0.5, 'dfl': 1.5, 'pose': 12.0, 'kobj': 1.0, '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, 'bgr': 0.0, 'mosaic': 1.0, 'mixup': 0.0, 'copy_paste': 0.0, 'auto_augment': 'randaugment', 'erasing': 0.4, 'crop_fraction': 1.0, 'cfg': None, 'tracker': 'botsort.yaml', 'save_dir': 'runs/detect/RTDETR'}
16
+ 2024-05-14 13:44:21,577 INFO MainThread:161 [wandb_init.py:init():611] starting backend
17
+ 2024-05-14 13:44:21,577 INFO MainThread:161 [wandb_init.py:init():615] setting up manager
18
+ 2024-05-14 13:44:21,579 INFO MainThread:161 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
19
+ 2024-05-14 13:44:21,581 INFO MainThread:161 [wandb_init.py:init():623] backend started and connected
20
+ 2024-05-14 13:44:21,587 INFO MainThread:161 [wandb_init.py:init():715] updated telemetry
21
+ 2024-05-14 13:44:21,588 INFO MainThread:161 [wandb_init.py:init():748] communicating run to backend with 90.0 second timeout
22
+ 2024-05-14 13:44:22,046 INFO MainThread:161 [wandb_run.py:_on_init():2357] communicating current version
23
+ 2024-05-14 13:44:22,093 INFO MainThread:161 [wandb_run.py:_on_init():2366] got version response upgrade_message: "wandb version 0.17.0 is available! To upgrade, please run:\n $ pip install wandb --upgrade"
24
+
25
+ 2024-05-14 13:44:22,094 INFO MainThread:161 [wandb_init.py:init():799] starting run threads in backend
26
+ 2024-05-14 13:44:38,113 INFO MainThread:161 [wandb_run.py:_console_start():2335] atexit reg
27
+ 2024-05-14 13:44:38,113 INFO MainThread:161 [wandb_run.py:_redirect():2190] redirect: wrap_raw
28
+ 2024-05-14 13:44:38,113 INFO MainThread:161 [wandb_run.py:_redirect():2255] Wrapping output streams.
29
+ 2024-05-14 13:44:38,114 INFO MainThread:161 [wandb_run.py:_redirect():2280] Redirects installed.
30
+ 2024-05-14 13:44:38,115 INFO MainThread:161 [wandb_init.py:init():842] run started, returning control to user process
wandb/run-20240514_134421-rr61r5sa/run-rr61r5sa.wandb ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:12ffb9b647393f1b62b197ed77725fd46d09e4f8e9e514cede5b6f7a57c35d9d
3
+ size 17977148
wandb/run-20240515_021650-bpsvopv0/files/conda-environment.yaml ADDED
File without changes
wandb/run-20240515_021650-bpsvopv0/files/config.yaml ADDED
@@ -0,0 +1,364 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ wandb_version: 1
2
+
3
+ task:
4
+ desc: null
5
+ value: detect
6
+ mode:
7
+ desc: null
8
+ value: train
9
+ model:
10
+ desc: null
11
+ value: /kaggle/working/runs/detect/RTDETR/weights/last.pt
12
+ data:
13
+ desc: null
14
+ value: /opt/conda/lib/python3.10/site-packages/ultralytics/cfg/datasets/VisDrone.yaml
15
+ epochs:
16
+ desc: null
17
+ value: 300
18
+ time:
19
+ desc: null
20
+ value: null
21
+ patience:
22
+ desc: null
23
+ value: 100
24
+ batch:
25
+ desc: null
26
+ value: 8
27
+ imgsz:
28
+ desc: null
29
+ value: 640
30
+ save:
31
+ desc: null
32
+ value: true
33
+ save_period:
34
+ desc: null
35
+ value: 50
36
+ cache:
37
+ desc: null
38
+ value: false
39
+ device:
40
+ desc: null
41
+ value:
42
+ - 0
43
+ - 1
44
+ workers:
45
+ desc: null
46
+ value: 8
47
+ project:
48
+ desc: null
49
+ value: null
50
+ name:
51
+ desc: null
52
+ value: RTDETR
53
+ exist_ok:
54
+ desc: null
55
+ value: false
56
+ pretrained:
57
+ desc: null
58
+ value: true
59
+ optimizer:
60
+ desc: null
61
+ value: auto
62
+ verbose:
63
+ desc: null
64
+ value: false
65
+ seed:
66
+ desc: null
67
+ value: 0
68
+ deterministic:
69
+ desc: null
70
+ value: true
71
+ single_cls:
72
+ desc: null
73
+ value: false
74
+ rect:
75
+ desc: null
76
+ value: false
77
+ cos_lr:
78
+ desc: null
79
+ value: false
80
+ close_mosaic:
81
+ desc: null
82
+ value: 10
83
+ resume:
84
+ desc: null
85
+ value: /kaggle/working/runs/detect/RTDETR/weights/last.pt
86
+ amp:
87
+ desc: null
88
+ value: false
89
+ fraction:
90
+ desc: null
91
+ value: 1.0
92
+ profile:
93
+ desc: null
94
+ value: false
95
+ freeze:
96
+ desc: null
97
+ value: null
98
+ multi_scale:
99
+ desc: null
100
+ value: false
101
+ overlap_mask:
102
+ desc: null
103
+ value: true
104
+ mask_ratio:
105
+ desc: null
106
+ value: 4
107
+ dropout:
108
+ desc: null
109
+ value: 0.0
110
+ val:
111
+ desc: null
112
+ value: true
113
+ split:
114
+ desc: null
115
+ value: val
116
+ save_json:
117
+ desc: null
118
+ value: false
119
+ save_hybrid:
120
+ desc: null
121
+ value: false
122
+ conf:
123
+ desc: null
124
+ value: null
125
+ iou:
126
+ desc: null
127
+ value: 0.7
128
+ max_det:
129
+ desc: null
130
+ value: 300
131
+ half:
132
+ desc: null
133
+ value: false
134
+ dnn:
135
+ desc: null
136
+ value: false
137
+ plots:
138
+ desc: null
139
+ value: true
140
+ source:
141
+ desc: null
142
+ value: null
143
+ vid_stride:
144
+ desc: null
145
+ value: 1
146
+ stream_buffer:
147
+ desc: null
148
+ value: false
149
+ visualize:
150
+ desc: null
151
+ value: false
152
+ augment:
153
+ desc: null
154
+ value: false
155
+ agnostic_nms:
156
+ desc: null
157
+ value: false
158
+ classes:
159
+ desc: null
160
+ value: null
161
+ retina_masks:
162
+ desc: null
163
+ value: false
164
+ embed:
165
+ desc: null
166
+ value: null
167
+ show:
168
+ desc: null
169
+ value: false
170
+ save_frames:
171
+ desc: null
172
+ value: false
173
+ save_txt:
174
+ desc: null
175
+ value: false
176
+ save_conf:
177
+ desc: null
178
+ value: false
179
+ save_crop:
180
+ desc: null
181
+ value: false
182
+ show_labels:
183
+ desc: null
184
+ value: true
185
+ show_conf:
186
+ desc: null
187
+ value: true
188
+ show_boxes:
189
+ desc: null
190
+ value: true
191
+ line_width:
192
+ desc: null
193
+ value: null
194
+ format:
195
+ desc: null
196
+ value: torchscript
197
+ keras:
198
+ desc: null
199
+ value: false
200
+ optimize:
201
+ desc: null
202
+ value: false
203
+ int8:
204
+ desc: null
205
+ value: false
206
+ dynamic:
207
+ desc: null
208
+ value: false
209
+ simplify:
210
+ desc: null
211
+ value: false
212
+ opset:
213
+ desc: null
214
+ value: null
215
+ workspace:
216
+ desc: null
217
+ value: 4
218
+ nms:
219
+ desc: null
220
+ value: false
221
+ lr0:
222
+ desc: null
223
+ value: 0.01
224
+ lrf:
225
+ desc: null
226
+ value: 0.01
227
+ momentum:
228
+ desc: null
229
+ value: 0.937
230
+ weight_decay:
231
+ desc: null
232
+ value: 0.0005
233
+ warmup_epochs:
234
+ desc: null
235
+ value: 3.0
236
+ warmup_momentum:
237
+ desc: null
238
+ value: 0.8
239
+ warmup_bias_lr:
240
+ desc: null
241
+ value: 0.0
242
+ box:
243
+ desc: null
244
+ value: 7.5
245
+ cls:
246
+ desc: null
247
+ value: 0.5
248
+ dfl:
249
+ desc: null
250
+ value: 1.5
251
+ pose:
252
+ desc: null
253
+ value: 12.0
254
+ kobj:
255
+ desc: null
256
+ value: 1.0
257
+ label_smoothing:
258
+ desc: null
259
+ value: 0.0
260
+ nbs:
261
+ desc: null
262
+ value: 64
263
+ hsv_h:
264
+ desc: null
265
+ value: 0.015
266
+ hsv_s:
267
+ desc: null
268
+ value: 0.7
269
+ hsv_v:
270
+ desc: null
271
+ value: 0.4
272
+ degrees:
273
+ desc: null
274
+ value: 0.0
275
+ translate:
276
+ desc: null
277
+ value: 0.1
278
+ scale:
279
+ desc: null
280
+ value: 0.5
281
+ shear:
282
+ desc: null
283
+ value: 0.0
284
+ perspective:
285
+ desc: null
286
+ value: 0.0
287
+ flipud:
288
+ desc: null
289
+ value: 0.0
290
+ fliplr:
291
+ desc: null
292
+ value: 0.5
293
+ bgr:
294
+ desc: null
295
+ value: 0.0
296
+ mosaic:
297
+ desc: null
298
+ value: 1.0
299
+ mixup:
300
+ desc: null
301
+ value: 0.0
302
+ copy_paste:
303
+ desc: null
304
+ value: 0.0
305
+ auto_augment:
306
+ desc: null
307
+ value: randaugment
308
+ erasing:
309
+ desc: null
310
+ value: 0.4
311
+ crop_fraction:
312
+ desc: null
313
+ value: 1.0
314
+ cfg:
315
+ desc: null
316
+ value: null
317
+ tracker:
318
+ desc: null
319
+ value: botsort.yaml
320
+ save_dir:
321
+ desc: null
322
+ value: runs/detect/RTDETR
323
+ _wandb:
324
+ desc: null
325
+ value:
326
+ python_version: 3.10.13
327
+ cli_version: 0.16.6
328
+ framework: huggingface
329
+ is_jupyter_run: false
330
+ is_kaggle_kernel: true
331
+ start_time: 1715739410.0
332
+ t:
333
+ 1:
334
+ - 1
335
+ - 2
336
+ - 3
337
+ - 12
338
+ - 30
339
+ - 55
340
+ - 105
341
+ 2:
342
+ - 1
343
+ - 2
344
+ - 3
345
+ - 5
346
+ - 11
347
+ - 12
348
+ - 30
349
+ - 49
350
+ - 53
351
+ - 55
352
+ - 80
353
+ - 105
354
+ 3:
355
+ - 13
356
+ - 16
357
+ - 23
358
+ - 61
359
+ 4: 3.10.13
360
+ 5: 0.16.6
361
+ 8:
362
+ - 2
363
+ - 5
364
+ 13: linux-x86_64
wandb/run-20240515_021650-bpsvopv0/files/media/images/labels_89_d6f228f8aa5fae43804f.jpg ADDED

Git LFS Details

  • SHA256: d6f228f8aa5fae43804fe0bc7b816029875a757ac3fdd7a8dbcd9ea9de53dc61
  • Pointer size: 131 Bytes
  • Size of remote file: 137 kB
wandb/run-20240515_021650-bpsvopv0/files/output.log ADDED
The diff for this file is too large to render. See raw diff
 
wandb/run-20240515_021650-bpsvopv0/files/requirements.txt ADDED
@@ -0,0 +1,865 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Babel==2.14.0
2
+ Boruta==0.3
3
+ Brotli==1.0.9
4
+ CVXcanon==0.1.2
5
+ Cartopy==0.23.0
6
+ Cython==3.0.8
7
+ Deprecated==1.2.14
8
+ Farama-Notifications==0.0.4
9
+ Flask==3.0.3
10
+ Geohash==1.0
11
+ GitPython==3.1.41
12
+ ImageHash==4.3.1
13
+ Janome==0.5.0
14
+ Jinja2==3.1.2
15
+ LunarCalendar==0.0.9
16
+ Mako==1.3.3
17
+ Markdown==3.5.2
18
+ MarkupSafe==2.1.3
19
+ MarkupSafe==2.1.5
20
+ Pillow==9.5.0
21
+ PuLP==2.8.0
22
+ PyArabic==0.6.15
23
+ PyJWT==2.8.0
24
+ PyMeeus==0.5.12
25
+ PySocks==1.7.1
26
+ PyUpSet==0.1.1.post7
27
+ PyWavelets==1.5.0
28
+ PyYAML==6.0.1
29
+ Pygments==2.17.2
30
+ Pympler==1.0.1
31
+ QtPy==2.4.1
32
+ Rtree==1.2.0
33
+ SQLAlchemy==2.0.25
34
+ SecretStorage==3.3.3
35
+ Send2Trash==1.8.2
36
+ Shapely==1.8.5.post1
37
+ Shimmy==1.3.0
38
+ SimpleITK==2.3.1
39
+ TPOT==0.12.1
40
+ Theano-PyMC==1.1.2
41
+ Theano==1.0.5
42
+ Wand==0.6.13
43
+ Werkzeug==3.0.2
44
+ absl-py==1.4.0
45
+ accelerate==0.29.3
46
+ access==1.1.9
47
+ affine==2.4.0
48
+ aiobotocore==2.12.3
49
+ aiofiles==22.1.0
50
+ aiohttp-cors==0.7.0
51
+ aiohttp==3.9.1
52
+ aioitertools==0.11.0
53
+ aiorwlock==1.3.0
54
+ aiosignal==1.3.1
55
+ aiosqlite==0.19.0
56
+ albumentations==1.4.0
57
+ alembic==1.13.1
58
+ altair==5.3.0
59
+ annotated-types==0.6.0
60
+ annoy==1.17.3
61
+ anyio==4.2.0
62
+ apache-beam==2.46.0
63
+ aplus==0.11.0
64
+ appdirs==1.4.4
65
+ archspec==0.2.3
66
+ argon2-cffi-bindings==21.2.0
67
+ argon2-cffi==23.1.0
68
+ array-record==0.5.0
69
+ arrow==1.3.0
70
+ arviz==0.18.0
71
+ astroid==3.1.0
72
+ astropy-iers-data==0.2024.4.15.2.45.49
73
+ astropy==6.0.1
74
+ asttokens==2.4.1
75
+ astunparse==1.6.3
76
+ async-lru==2.0.4
77
+ async-timeout==4.0.3
78
+ attrs==23.2.0
79
+ audioread==3.0.1
80
+ autopep8==2.0.4
81
+ backoff==2.2.1
82
+ bayesian-optimization==1.4.3
83
+ beatrix_jupyterlab==2023.128.151533
84
+ beautifulsoup4==4.12.2
85
+ blake3==0.2.1
86
+ bleach==6.1.0
87
+ blessed==1.20.0
88
+ blinker==1.7.0
89
+ blis==0.7.10
90
+ blosc2==2.6.2
91
+ bokeh==3.4.1
92
+ boltons==23.1.1
93
+ boto3==1.26.100
94
+ botocore==1.34.69
95
+ bq_helper==0.4.1
96
+ bqplot==0.12.43
97
+ branca==0.7.1
98
+ brewer2mpl==1.4.1
99
+ brotlipy==0.7.0
100
+ cached-property==1.5.2
101
+ cachetools==4.2.4
102
+ cachetools==5.3.2
103
+ catalogue==2.0.10
104
+ catalyst==22.4
105
+ catboost==1.2.3
106
+ category-encoders==2.6.3
107
+ certifi==2024.2.2
108
+ cesium==0.12.1
109
+ cffi==1.16.0
110
+ charset-normalizer==3.3.2
111
+ chex==0.1.86
112
+ cleverhans==4.0.0
113
+ click-plugins==1.1.1
114
+ click==8.1.7
115
+ cligj==0.7.2
116
+ cloud-tpu-client==0.10
117
+ cloud-tpu-profiler==2.4.0
118
+ cloudpathlib==0.16.0
119
+ cloudpickle==2.2.1
120
+ cloudpickle==3.0.0
121
+ cmdstanpy==1.2.2
122
+ colorama==0.4.6
123
+ colorama==0.4.6
124
+ colorcet==3.1.0
125
+ colorful==0.5.6
126
+ colorlog==6.8.2
127
+ colorlover==0.3.0
128
+ comm==0.2.1
129
+ conda-libmamba-solver==23.7.0
130
+ conda-package-handling==2.2.0
131
+ conda==23.7.4
132
+ conda_package_streaming==0.9.0
133
+ confection==0.1.4
134
+ contextily==1.6.0
135
+ contourpy==1.2.0
136
+ contourpy==1.2.1
137
+ convertdate==2.4.0
138
+ crcmod==1.7
139
+ cryptography==41.0.7
140
+ cuda-python==12.4.0
141
+ cudf==23.8.0
142
+ cufflinks==0.17.3
143
+ cuml==23.8.0
144
+ cupy==13.0.0
145
+ cycler==0.12.1
146
+ cymem==2.0.8
147
+ cytoolz==0.12.3
148
+ daal4py==2024.3.0
149
+ daal==2024.3.0
150
+ dacite==1.8.1
151
+ dask-cuda==23.8.0
152
+ dask-cudf==23.8.0
153
+ dask-expr==1.0.11
154
+ dask==2024.4.1
155
+ dataclasses-json==0.6.4
156
+ dataproc_jupyter_plugin==0.1.66
157
+ datasets==2.18.0
158
+ datashader==0.16.0
159
+ datatile==1.0.3
160
+ db-dtypes==1.2.0
161
+ deap==1.4.1
162
+ debugpy==1.8.0
163
+ decorator==5.1.1
164
+ deepdiff==7.0.1
165
+ defusedxml==0.7.1
166
+ deprecation==2.1.0
167
+ descartes==1.1.0
168
+ dill==0.3.8
169
+ dipy==1.9.0
170
+ distlib==0.3.8
171
+ distributed==2023.7.1
172
+ distro==1.9.0
173
+ dm-tree==0.1.8
174
+ docker-pycreds==0.4.0
175
+ docker==7.0.0
176
+ docopt==0.6.2
177
+ docstring-parser==0.15
178
+ docstring-to-markdown==0.15
179
+ docutils==0.21.1
180
+ earthengine-api==0.1.399
181
+ easydict==1.13
182
+ easyocr==1.7.1
183
+ ecos==2.0.13
184
+ eli5==0.13.0
185
+ emoji==2.11.0
186
+ en-core-web-lg==3.7.1
187
+ en-core-web-sm==3.7.1
188
+ entrypoints==0.4
189
+ ephem==4.1.5
190
+ esda==2.5.1
191
+ essentia==2.1b6.dev1110
192
+ et-xmlfile==1.1.0
193
+ etils==1.6.0
194
+ exceptiongroup==1.2.0
195
+ executing==2.0.1
196
+ explainable-ai-sdk==1.3.3
197
+ fastai==2.7.14
198
+ fastapi==0.108.0
199
+ fastavro==1.9.3
200
+ fastcore==1.5.29
201
+ fastdownload==0.0.7
202
+ fasteners==0.19
203
+ fastjsonschema==2.19.1
204
+ fastprogress==1.0.3
205
+ fastrlock==0.8.2
206
+ fasttext==0.9.2
207
+ feather-format==0.4.1
208
+ featuretools==1.30.0
209
+ filelock==3.13.1
210
+ fiona==1.9.6
211
+ fitter==1.7.0
212
+ flake8==7.0.0
213
+ flashtext==2.7
214
+ flatbuffers==23.5.26
215
+ flax==0.8.2
216
+ folium==0.16.0
217
+ fonttools==4.47.0
218
+ fonttools==4.51.0
219
+ fqdn==1.5.1
220
+ frozendict==2.4.2
221
+ frozenlist==1.4.1
222
+ fsspec==2024.2.0
223
+ fsspec==2024.3.1
224
+ funcy==2.0
225
+ fury==0.10.0
226
+ future==1.0.0
227
+ fuzzywuzzy==0.18.0
228
+ gast==0.5.4
229
+ gatspy==0.3
230
+ gcsfs==2024.2.0
231
+ gensim==4.3.2
232
+ geographiclib==2.0
233
+ geojson==3.1.0
234
+ geopandas==0.14.3
235
+ geoplot==0.5.1
236
+ geopy==2.4.1
237
+ geoviews==1.12.0
238
+ ggplot==0.11.5
239
+ giddy==2.3.5
240
+ gitdb==4.0.11
241
+ google-ai-generativelanguage==0.6.2
242
+ google-api-core==2.11.1
243
+ google-api-core==2.18.0
244
+ google-api-python-client==2.126.0
245
+ google-apitools==0.5.31
246
+ google-auth-httplib2==0.2.0
247
+ google-auth-oauthlib==1.2.0
248
+ google-auth==2.26.1
249
+ google-cloud-aiplatform==0.6.0a1
250
+ google-cloud-artifact-registry==1.10.0
251
+ google-cloud-automl==1.0.1
252
+ google-cloud-bigquery==2.34.4
253
+ google-cloud-bigtable==1.7.3
254
+ google-cloud-core==2.4.1
255
+ google-cloud-datastore==2.19.0
256
+ google-cloud-dlp==3.14.0
257
+ google-cloud-jupyter-config==0.0.5
258
+ google-cloud-language==2.13.3
259
+ google-cloud-monitoring==2.18.0
260
+ google-cloud-pubsub==2.19.0
261
+ google-cloud-pubsublite==1.9.0
262
+ google-cloud-recommendations-ai==0.7.1
263
+ google-cloud-resource-manager==1.11.0
264
+ google-cloud-spanner==3.40.1
265
+ google-cloud-storage==1.44.0
266
+ google-cloud-translate==3.12.1
267
+ google-cloud-videointelligence==2.13.3
268
+ google-cloud-vision==2.8.0
269
+ google-crc32c==1.5.0
270
+ google-generativeai==0.5.1
271
+ google-pasta==0.2.0
272
+ google-resumable-media==2.7.0
273
+ googleapis-common-protos==1.62.0
274
+ gplearn==0.4.2
275
+ gpustat==1.0.0
276
+ gpxpy==1.6.2
277
+ graphviz==0.20.3
278
+ greenlet==3.0.3
279
+ grpc-google-iam-v1==0.12.7
280
+ grpcio-status==1.48.1
281
+ grpcio-status==1.48.2
282
+ grpcio==1.51.1
283
+ grpcio==1.60.0
284
+ gviz-api==1.10.0
285
+ gym-notices==0.0.8
286
+ gym==0.26.2
287
+ gymnasium==0.29.0
288
+ h11==0.14.0
289
+ h2o==3.46.0.1
290
+ h5netcdf==1.3.0
291
+ h5py==3.10.0
292
+ haversine==2.8.1
293
+ hdfs==2.7.3
294
+ hep-ml==0.7.2
295
+ hijri-converter==2.3.1
296
+ hmmlearn==0.3.2
297
+ holidays==0.24
298
+ holoviews==1.18.3
299
+ hpsklearn==0.1.0
300
+ html5lib==1.1
301
+ htmlmin==0.1.12
302
+ httpcore==1.0.5
303
+ httplib2==0.21.0
304
+ httptools==0.6.1
305
+ httpx==0.27.0
306
+ huggingface-hub==0.22.2
307
+ hunspell==0.5.5
308
+ hydra-slayer==0.5.0
309
+ hyperopt==0.2.7
310
+ hypertools==0.8.0
311
+ idna==3.6
312
+ igraph==0.11.4
313
+ imagecodecs==2024.1.1
314
+ imageio==2.33.1
315
+ imbalanced-learn==0.12.2
316
+ imgaug==0.4.0
317
+ importlib-metadata==6.11.0
318
+ importlib-metadata==7.0.1
319
+ importlib-resources==6.1.1
320
+ inequality==1.0.1
321
+ iniconfig==2.0.0
322
+ ipydatawidgets==4.3.5
323
+ ipykernel==6.28.0
324
+ ipyleaflet==0.18.2
325
+ ipympl==0.7.0
326
+ ipython-genutils==0.2.0
327
+ ipython-genutils==0.2.0
328
+ ipython-sql==0.5.0
329
+ ipython==8.20.0
330
+ ipyvolume==0.6.3
331
+ ipyvue==1.11.0
332
+ ipyvuetify==1.9.4
333
+ ipywebrtc==0.6.0
334
+ ipywidgets==7.7.1
335
+ isoduration==20.11.0
336
+ isort==5.13.2
337
+ isoweek==1.3.3
338
+ itsdangerous==2.2.0
339
+ jaraco.classes==3.3.0
340
+ jax-jumpy==1.0.0
341
+ jax==0.4.23
342
+ jaxlib==0.4.23.dev20240116
343
+ jedi==0.19.1
344
+ jeepney==0.8.0
345
+ jieba==0.42.1
346
+ jmespath==1.0.1
347
+ joblib==1.4.0
348
+ json5==0.9.14
349
+ jsonpatch==1.33
350
+ jsonpointer==2.4
351
+ jsonschema-specifications==2023.12.1
352
+ jsonschema==4.20.0
353
+ jupyter-console==6.6.3
354
+ jupyter-events==0.9.0
355
+ jupyter-http-over-ws==0.0.8
356
+ jupyter-lsp==1.5.1
357
+ jupyter-server-mathjax==0.2.6
358
+ jupyter-ydoc==0.2.5
359
+ jupyter_client==7.4.9
360
+ jupyter_client==8.6.0
361
+ jupyter_core==5.7.1
362
+ jupyter_server==2.12.5
363
+ jupyter_server_fileid==0.9.1
364
+ jupyter_server_proxy==4.1.0
365
+ jupyter_server_terminals==0.5.1
366
+ jupyter_server_ydoc==0.8.0
367
+ jupyterlab-lsp==5.1.0
368
+ jupyterlab-widgets==3.0.9
369
+ jupyterlab==4.1.6
370
+ jupyterlab_git==0.44.0
371
+ jupyterlab_pygments==0.3.0
372
+ jupyterlab_server==2.25.2
373
+ jupytext==1.16.0
374
+ kaggle-environments==1.14.3
375
+ kaggle==1.6.12
376
+ kagglehub==0.2.3
377
+ keras-cv==0.8.2
378
+ keras-nlp==0.9.3
379
+ keras-tuner==1.4.6
380
+ keras==3.2.1
381
+ kernels-mixer==0.0.7
382
+ keyring==24.3.0
383
+ keyrings.google-artifactregistry-auth==1.1.2
384
+ kfp-pipeline-spec==0.2.2
385
+ kfp-server-api==2.0.5
386
+ kfp==2.5.0
387
+ kiwisolver==1.4.5
388
+ kmapper==2.0.1
389
+ kmodes==0.12.2
390
+ korean-lunar-calendar==0.3.1
391
+ kornia==0.7.2
392
+ kornia_rs==0.1.3
393
+ kt-legacy==1.0.5
394
+ kubernetes==26.1.0
395
+ langcodes==3.3.0
396
+ langid==1.1.6
397
+ lazy_loader==0.3
398
+ learntools==0.3.4
399
+ leven==1.0.4
400
+ libclang==16.0.6
401
+ libmambapy==1.5.0
402
+ libpysal==4.9.2
403
+ librosa==0.10.1
404
+ lightgbm==4.2.0
405
+ lightning-utilities==0.11.2
406
+ lime==0.2.0.1
407
+ line-profiler==4.1.2
408
+ linkify-it-py==2.0.3
409
+ llvmlite==0.41.1
410
+ llvmlite==0.42.0
411
+ lml==0.1.0
412
+ locket==1.0.0
413
+ loguru==0.7.2
414
+ lxml==5.2.1
415
+ lz4==4.3.3
416
+ mamba==1.5.0
417
+ mapclassify==2.6.1
418
+ markdown-it-py==3.0.0
419
+ marshmallow==3.21.1
420
+ matplotlib-inline==0.1.6
421
+ matplotlib-venn==0.11.10
422
+ matplotlib==3.7.5
423
+ matplotlib==3.8.4
424
+ mccabe==0.7.0
425
+ mdit-py-plugins==0.4.0
426
+ mdurl==0.1.2
427
+ memory-profiler==0.61.0
428
+ menuinst==2.0.1
429
+ mercantile==1.2.1
430
+ mgwr==2.2.1
431
+ missingno==0.5.2
432
+ mistune==0.8.4
433
+ mizani==0.11.1
434
+ ml-dtypes==0.2.0
435
+ mlcrate==0.2.0
436
+ mlens==0.2.3
437
+ mlxtend==0.23.1
438
+ mne==1.6.1
439
+ mnist==0.2.2
440
+ momepy==0.7.0
441
+ more-itertools==10.2.0
442
+ mpld3==0.5.10
443
+ mpmath==1.3.0
444
+ msgpack==1.0.7
445
+ multidict==6.0.4
446
+ multimethod==1.10
447
+ multipledispatch==1.0.0
448
+ multiprocess==0.70.16
449
+ munkres==1.1.4
450
+ murmurhash==1.0.10
451
+ mypy-extensions==1.0.0
452
+ namex==0.0.8
453
+ nb-conda-kernels==2.3.1
454
+ nb_conda==2.2.1
455
+ nbclassic==1.0.0
456
+ nbclient==0.5.13
457
+ nbconvert==6.4.5
458
+ nbdime==3.2.0
459
+ nbformat==5.9.2
460
+ ndindex==1.8
461
+ nest-asyncio==1.5.8
462
+ networkx==3.2.1
463
+ nibabel==5.2.1
464
+ nilearn==0.10.4
465
+ ninja==1.11.1.1
466
+ nltk==3.2.4
467
+ nose==1.3.7
468
+ notebook==6.5.4
469
+ notebook==6.5.6
470
+ notebook_executor==0.2
471
+ notebook_shim==0.2.3
472
+ numba==0.58.1
473
+ numba==0.59.1
474
+ numexpr==2.10.0
475
+ numpy==1.26.4
476
+ nvidia-ml-py==11.495.46
477
+ nvtx==0.2.10
478
+ oauth2client==4.1.3
479
+ oauthlib==3.2.2
480
+ objsize==0.6.1
481
+ odfpy==1.4.1
482
+ olefile==0.47
483
+ onnx==1.16.0
484
+ opencensus-context==0.1.3
485
+ opencensus==0.11.4
486
+ opencv-contrib-python==4.9.0.80
487
+ opencv-python-headless==4.9.0.80
488
+ opencv-python==4.9.0.80
489
+ openpyxl==3.1.2
490
+ openslide-python==1.3.1
491
+ opentelemetry-api==1.22.0
492
+ opentelemetry-exporter-otlp-proto-common==1.22.0
493
+ opentelemetry-exporter-otlp-proto-grpc==1.22.0
494
+ opentelemetry-exporter-otlp-proto-http==1.22.0
495
+ opentelemetry-exporter-otlp==1.22.0
496
+ opentelemetry-proto==1.22.0
497
+ opentelemetry-sdk==1.22.0
498
+ opentelemetry-semantic-conventions==0.43b0
499
+ opt-einsum==3.3.0
500
+ optax==0.2.2
501
+ optree==0.11.0
502
+ optuna==3.6.1
503
+ orbax-checkpoint==0.5.9
504
+ ordered-set==4.1.0
505
+ orjson==3.9.10
506
+ ortools==9.4.1874
507
+ osmnx==1.9.2
508
+ overrides==7.4.0
509
+ packaging==21.3
510
+ pandas-datareader==0.10.0
511
+ pandas-profiling==3.6.6
512
+ pandas-summary==0.2.0
513
+ pandas==2.1.4
514
+ pandas==2.2.2
515
+ pandasql==0.7.3
516
+ pandocfilters==1.5.0
517
+ panel==1.4.1
518
+ papermill==2.5.0
519
+ param==2.1.0
520
+ parso==0.8.3
521
+ partd==1.4.1
522
+ path.py==12.5.0
523
+ path==16.14.0
524
+ pathos==0.3.2
525
+ pathy==0.10.3
526
+ patsy==0.5.6
527
+ pdf2image==1.17.0
528
+ pettingzoo==1.24.0
529
+ pexpect==4.8.0
530
+ pexpect==4.9.0
531
+ phik==0.12.4
532
+ pickleshare==0.7.5
533
+ pillow==10.3.0
534
+ pip==23.3.2
535
+ pkgutil_resolve_name==1.3.10
536
+ platformdirs==4.2.0
537
+ plotly-express==0.4.1
538
+ plotly==5.18.0
539
+ plotnine==0.13.4
540
+ pluggy==1.4.0
541
+ pointpats==2.4.0
542
+ polars==0.20.21
543
+ polyglot==16.7.4
544
+ pooch==1.8.1
545
+ pox==0.3.4
546
+ ppca==0.0.4
547
+ ppft==1.7.6.8
548
+ preprocessing==0.1.13
549
+ preshed==3.0.9
550
+ prettytable==3.9.0
551
+ progressbar2==4.4.2
552
+ prometheus-client==0.19.0
553
+ promise==2.3
554
+ prompt-toolkit==3.0.42
555
+ prompt-toolkit==3.0.43
556
+ prophet==1.1.1
557
+ proto-plus==1.23.0
558
+ protobuf==3.20.3
559
+ protobuf==4.21.12
560
+ psutil==5.9.3
561
+ psutil==5.9.7
562
+ psutil==5.9.7
563
+ ptyprocess==0.7.0
564
+ pudb==2024.1
565
+ pure-eval==0.2.2
566
+ py-cpuinfo==9.0.0
567
+ py-spy==0.3.14
568
+ py4j==0.10.9.7
569
+ pyLDAvis==3.4.1
570
+ pyOpenSSL==23.3.0
571
+ pyaml==23.12.0
572
+ pyarrow-hotfix==0.6
573
+ pyarrow==15.0.2
574
+ pyasn1-modules==0.3.0
575
+ pyasn1==0.5.1
576
+ pybind11==2.12.0
577
+ pyclipper==1.3.0.post5
578
+ pycodestyle==2.11.1
579
+ pycosat==0.6.6
580
+ pycparser==2.21
581
+ pycryptodome==3.20.0
582
+ pyct==0.5.0
583
+ pycuda==2024.1
584
+ pydantic==2.5.3
585
+ pydantic==2.7.0
586
+ pydantic_core==2.14.6
587
+ pydantic_core==2.18.1
588
+ pydegensac==0.1.2
589
+ pydicom==2.4.4
590
+ pydocstyle==6.3.0
591
+ pydot==1.4.2
592
+ pydub==0.25.1
593
+ pyemd==1.0.0
594
+ pyerfa==2.0.1.4
595
+ pyexcel-io==0.6.6
596
+ pyexcel-ods==0.6.0
597
+ pyflakes==3.2.0
598
+ pygltflib==1.16.2
599
+ pykalman==0.9.7
600
+ pylibraft==23.8.0
601
+ pylint==3.1.0
602
+ pymc3==3.11.4
603
+ pymongo==3.13.0
604
+ pynndescent==0.5.12
605
+ pynvml==11.4.1
606
+ pynvrtc==9.2
607
+ pyparsing==3.1.1
608
+ pyparsing==3.1.2
609
+ pypdf==4.2.0
610
+ pyproj==3.6.1
611
+ pysal==24.1
612
+ pyshp==2.3.1
613
+ pytesseract==0.3.10
614
+ pytest==8.1.1
615
+ python-bidi==0.4.2
616
+ python-dateutil==2.9.0.post0
617
+ python-dotenv==1.0.0
618
+ python-json-logger==2.0.7
619
+ python-louvain==0.16
620
+ python-lsp-jsonrpc==1.1.2
621
+ python-lsp-server==1.11.0
622
+ python-slugify==8.0.4
623
+ python-utils==3.8.2
624
+ pythreejs==2.4.2
625
+ pytoolconfig==1.3.1
626
+ pytools==2024.1.1
627
+ pytorch-ignite==0.5.0.post2
628
+ pytorch-lightning==2.2.2
629
+ pytz==2023.3.post1
630
+ pytz==2024.1
631
+ pyu2f==0.1.5
632
+ pyviz_comms==3.0.2
633
+ pyzmq==24.0.1
634
+ pyzmq==25.1.2
635
+ qgrid==1.3.1
636
+ qtconsole==5.5.1
637
+ quantecon==0.7.2
638
+ qudida==0.0.4
639
+ raft-dask==23.8.0
640
+ rasterio==1.3.10
641
+ rasterstats==0.19.0
642
+ ray-cpp==2.9.0
643
+ ray==2.9.0
644
+ referencing==0.32.1
645
+ regex==2023.12.25
646
+ requests-oauthlib==1.3.1
647
+ requests-toolbelt==0.10.1
648
+ requests==2.31.0
649
+ retrying==1.3.3
650
+ retrying==1.3.4
651
+ rfc3339-validator==0.1.4
652
+ rfc3986-validator==0.1.1
653
+ rgf-python==3.12.0
654
+ rich-click==1.7.4
655
+ rich==13.7.0
656
+ rich==13.7.1
657
+ rmm==23.8.0
658
+ rope==1.13.0
659
+ rpds-py==0.16.2
660
+ rsa==4.9
661
+ ruamel-yaml-conda==0.15.100
662
+ ruamel.yaml.clib==0.2.7
663
+ ruamel.yaml==0.17.40
664
+ s2sphere==0.2.5
665
+ s3fs==2024.2.0
666
+ s3transfer==0.6.2
667
+ safetensors==0.4.3
668
+ scattertext==0.1.19
669
+ scikit-image==0.22.0
670
+ scikit-learn-intelex==2024.3.0
671
+ scikit-learn==1.2.2
672
+ scikit-multilearn==0.2.0
673
+ scikit-optimize==0.10.1
674
+ scikit-plot==0.3.7
675
+ scikit-surprise==1.1.3
676
+ scipy==1.11.4
677
+ scipy==1.13.0
678
+ seaborn==0.12.2
679
+ segment_anything==1.0
680
+ segregation==2.5
681
+ semver==3.0.2
682
+ sentencepiece==0.2.0
683
+ sentry-sdk==1.45.0
684
+ setproctitle==1.2.2
685
+ setproctitle==1.3.3
686
+ setuptools-git==1.2
687
+ setuptools-scm==8.0.4
688
+ setuptools==69.0.3
689
+ shap==0.44.1
690
+ shapely==2.0.4
691
+ shellingham==1.5.4
692
+ simpervisor==1.0.0
693
+ simplejson==3.19.2
694
+ six==1.16.0
695
+ sklearn-pandas==2.2.0
696
+ slicer==0.0.7
697
+ smart-open==6.4.0
698
+ smmap==5.0.1
699
+ sniffio==1.3.0
700
+ snowballstemmer==2.2.0
701
+ snuggs==1.4.7
702
+ sortedcontainers==2.4.0
703
+ soundfile==0.12.1
704
+ soupsieve==2.5
705
+ soxr==0.3.7
706
+ spacy-legacy==3.0.12
707
+ spacy-loggers==1.0.5
708
+ spacy==3.7.3
709
+ spaghetti==1.7.5.post1
710
+ spectral==0.23.1
711
+ spglm==1.1.0
712
+ sphinx-rtd-theme==0.2.4
713
+ spint==1.0.7
714
+ splot==1.1.5.post1
715
+ spopt==0.6.0
716
+ spreg==1.4.2
717
+ spvcm==0.3.0
718
+ sqlparse==0.4.4
719
+ squarify==0.4.3
720
+ srsly==2.4.8
721
+ stable-baselines3==2.1.0
722
+ stack-data==0.6.2
723
+ stack-data==0.6.3
724
+ stanio==0.5.0
725
+ starlette==0.32.0.post1
726
+ statsmodels==0.14.1
727
+ stemming==1.0.1
728
+ stop-words==2018.7.23
729
+ stopit==1.1.2
730
+ stumpy==1.12.0
731
+ sympy==1.12
732
+ tables==3.9.2
733
+ tabulate==0.9.0
734
+ tangled-up-in-unicode==0.2.0
735
+ tbb==2021.12.0
736
+ tblib==3.0.0
737
+ tenacity==8.2.3
738
+ tensorboard-data-server==0.7.2
739
+ tensorboard-plugin-profile==2.15.0
740
+ tensorboard==2.15.1
741
+ tensorboardX==2.6.2.2
742
+ tensorflow-cloud==0.1.16
743
+ tensorflow-datasets==4.9.4
744
+ tensorflow-decision-forests==1.8.1
745
+ tensorflow-estimator==2.15.0
746
+ tensorflow-hub==0.16.1
747
+ tensorflow-io-gcs-filesystem==0.35.0
748
+ tensorflow-io==0.35.0
749
+ tensorflow-metadata==0.14.0
750
+ tensorflow-probability==0.23.0
751
+ tensorflow-serving-api==2.14.1
752
+ tensorflow-text==2.15.0
753
+ tensorflow-transform==0.14.0
754
+ tensorflow==2.15.0
755
+ tensorstore==0.1.56
756
+ termcolor==2.4.0
757
+ terminado==0.18.0
758
+ testpath==0.6.0
759
+ text-unidecode==1.3
760
+ textblob==0.18.0.post0
761
+ texttable==1.7.0
762
+ tf_keras==2.15.1
763
+ tfp-nightly==0.24.0.dev0
764
+ thinc==8.2.2
765
+ thop==0.1.1-2209072238
766
+ threadpoolctl==3.2.0
767
+ tifffile==2023.12.9
768
+ timm==0.9.16
769
+ tinycss2==1.2.1
770
+ tobler==0.11.2
771
+ tokenizers==0.15.2
772
+ toml==0.10.2
773
+ tomli==2.0.1
774
+ tomlkit==0.12.4
775
+ toolz==0.12.1
776
+ torch==2.1.2
777
+ torchaudio==2.1.2
778
+ torchdata==0.7.1
779
+ torchinfo==1.8.0
780
+ torchmetrics==1.3.2
781
+ torchtext==0.16.2
782
+ torchvision==0.16.2
783
+ tornado==6.3.3
784
+ tqdm==4.66.1
785
+ traceml==1.0.8
786
+ traitlets==5.9.0
787
+ traittypes==0.2.1
788
+ transformers==4.39.3
789
+ treelite-runtime==3.2.0
790
+ treelite==3.2.0
791
+ truststore==0.8.0
792
+ trx-python==0.2.9
793
+ tsfresh==0.20.2
794
+ typeguard==4.1.5
795
+ typer==0.9.0
796
+ typer==0.9.4
797
+ types-python-dateutil==2.8.19.20240106
798
+ typing-inspect==0.9.0
799
+ typing-utils==0.1.0
800
+ typing_extensions==4.9.0
801
+ tzdata==2023.4
802
+ uc-micro-py==1.0.3
803
+ ucx-py==0.33.0
804
+ ujson==5.9.0
805
+ ultralytics==8.2.15
806
+ umap-learn==0.5.6
807
+ unicodedata2==15.1.0
808
+ update-checker==0.18.0
809
+ uri-template==1.3.0
810
+ uritemplate==3.0.1
811
+ urllib3==1.26.18
812
+ urllib3==2.1.0
813
+ urwid==2.6.10
814
+ urwid_readline==0.14
815
+ uvicorn==0.25.0
816
+ uvloop==0.19.0
817
+ vaex-astro==0.9.3
818
+ vaex-core==4.17.1
819
+ vaex-hdf5==0.14.1
820
+ vaex-jupyter==0.8.2
821
+ vaex-ml==0.18.3
822
+ vaex-server==0.9.0
823
+ vaex-viz==0.5.4
824
+ vaex==4.17.0
825
+ vec_noise==1.1.4
826
+ vecstack==0.4.0
827
+ virtualenv==20.21.0
828
+ visions==0.7.5
829
+ vowpalwabbit==9.9.0
830
+ vtk==9.3.0
831
+ wandb==0.16.6
832
+ wasabi==1.1.2
833
+ watchfiles==0.21.0
834
+ wavio==0.0.8
835
+ wcwidth==0.2.13
836
+ weasel==0.3.4
837
+ webcolors==1.13
838
+ webencodings==0.5.1
839
+ websocket-client==1.7.0
840
+ websockets==12.0
841
+ wfdb==4.1.2
842
+ whatthepatch==1.0.5
843
+ wheel==0.42.0
844
+ widgetsnbextension==3.6.6
845
+ witwidget==1.8.1
846
+ woodwork==0.30.0
847
+ wordcloud==1.9.3
848
+ wordsegment==1.3.1
849
+ wrapt==1.14.1
850
+ xarray-einstats==0.7.0
851
+ xarray==2024.3.0
852
+ xgboost==2.0.3
853
+ xvfbwrapper==0.2.9
854
+ xxhash==3.4.1
855
+ xyzservices==2024.4.0
856
+ y-py==0.6.2
857
+ yapf==0.40.2
858
+ yarl==1.9.3
859
+ yarl==1.9.4
860
+ ydata-profiling==4.6.4
861
+ yellowbrick==1.5
862
+ ypy-websocket==0.8.4
863
+ zict==3.0.0
864
+ zipp==3.17.0
865
+ zstandard==0.22.0
wandb/run-20240515_021650-bpsvopv0/files/wandb-metadata.json ADDED
@@ -0,0 +1,65 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "os": "Linux-5.15.133+-x86_64-with-glibc2.31",
3
+ "python": "3.10.13",
4
+ "heartbeatAt": "2024-05-15T02:16:51.170616",
5
+ "startedAt": "2024-05-15T02:16:50.818537",
6
+ "docker": null,
7
+ "cuda": null,
8
+ "args": [],
9
+ "state": "running",
10
+ "program": "/root/.config/Ultralytics/DDP/_temp_6ir6zoh2136195253728064.py",
11
+ "codePathLocal": null,
12
+ "host": "a731a84dd326",
13
+ "username": "root",
14
+ "executable": "/opt/conda/bin/python3.10",
15
+ "cpu_count": 2,
16
+ "cpu_count_logical": 4,
17
+ "cpu_freq": {
18
+ "current": 2000.138,
19
+ "min": 0.0,
20
+ "max": 0.0
21
+ },
22
+ "cpu_freq_per_core": [
23
+ {
24
+ "current": 2000.138,
25
+ "min": 0.0,
26
+ "max": 0.0
27
+ },
28
+ {
29
+ "current": 2000.138,
30
+ "min": 0.0,
31
+ "max": 0.0
32
+ },
33
+ {
34
+ "current": 2000.138,
35
+ "min": 0.0,
36
+ "max": 0.0
37
+ },
38
+ {
39
+ "current": 2000.138,
40
+ "min": 0.0,
41
+ "max": 0.0
42
+ }
43
+ ],
44
+ "disk": {
45
+ "/": {
46
+ "total": 8062.387607574463,
47
+ "used": 5597.578929901123
48
+ }
49
+ },
50
+ "gpu": "Tesla T4",
51
+ "gpu_count": 2,
52
+ "gpu_devices": [
53
+ {
54
+ "name": "Tesla T4",
55
+ "memory_total": 16106127360
56
+ },
57
+ {
58
+ "name": "Tesla T4",
59
+ "memory_total": 16106127360
60
+ }
61
+ ],
62
+ "memory": {
63
+ "total": 31.357559204101562
64
+ }
65
+ }
wandb/run-20240515_021650-bpsvopv0/files/wandb-summary.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"train/giou_loss": 1.0638, "train/cls_loss": 0.44911, "train/l1_loss": 0.10323, "_timestamp": 1715781362.9233296, "lr/pg0": 0.005644000000000001, "lr/pg1": 0.005644000000000001, "lr/pg2": 0.005644000000000001, "metrics/precision(B)": 0.5096, "metrics/recall(B)": 0.33837, "metrics/mAP50(B)": 0.34405, "metrics/mAP50-95(B)": 0.17958, "val/giou_loss": 0.91735, "val/cls_loss": 0.5063, "val/l1_loss": 0.08655, "labels": {"_type": "image-file", "sha256": "d6f228f8aa5fae43804fe0bc7b816029875a757ac3fdd7a8dbcd9ea9de53dc61", "size": 136926, "path": "media/images/labels_89_d6f228f8aa5fae43804f.jpg", "format": "jpg", "width": 1600, "height": 1600}, "_runtime": 41952.09607863426, "_step": 133}
wandb/run-20240515_021650-bpsvopv0/logs/debug-internal.log ADDED
The diff for this file is too large to render. See raw diff
 
wandb/run-20240515_021650-bpsvopv0/logs/debug.log ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-05-15 02:16:50,820 INFO MainThread:123 [wandb_setup.py:_flush():76] Current SDK version is 0.16.6
2
+ 2024-05-15 02:16:50,820 INFO MainThread:123 [wandb_setup.py:_flush():76] Configure stats pid to 123
3
+ 2024-05-15 02:16:50,820 INFO MainThread:123 [wandb_setup.py:_flush():76] Loading settings from /root/.config/wandb/settings
4
+ 2024-05-15 02:16:50,820 INFO MainThread:123 [wandb_setup.py:_flush():76] Loading settings from /kaggle/working/wandb/settings
5
+ 2024-05-15 02:16:50,820 WARNING MainThread:123 [wandb_setup.py:_flush():76] Unknown environment variable: WANDB_SERVICE
6
+ 2024-05-15 02:16:50,820 INFO MainThread:123 [wandb_setup.py:_flush():76] Loading settings from environment variables: {}
7
+ 2024-05-15 02:16:50,820 INFO MainThread:123 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
8
+ 2024-05-15 02:16:50,820 WARNING MainThread:123 [wandb_setup.py:_flush():76] Could not save program above cwd: /root/.config/Ultralytics/DDP/_temp_6ir6zoh2136195253728064.py
9
+ 2024-05-15 02:16:50,820 INFO MainThread:123 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': None, 'program_abspath': '/root/.config/Ultralytics/DDP/_temp_6ir6zoh2136195253728064.py', 'program': '/root/.config/Ultralytics/DDP/_temp_6ir6zoh2136195253728064.py'}
10
+ 2024-05-15 02:16:50,820 INFO MainThread:123 [wandb_setup.py:_flush():76] Applying login settings: {}
11
+ 2024-05-15 02:16:50,820 INFO MainThread:123 [wandb_init.py:_log_setup():521] Logging user logs to /kaggle/working/wandb/run-20240515_021650-bpsvopv0/logs/debug.log
12
+ 2024-05-15 02:16:50,820 INFO MainThread:123 [wandb_init.py:_log_setup():522] Logging internal logs to /kaggle/working/wandb/run-20240515_021650-bpsvopv0/logs/debug-internal.log
13
+ 2024-05-15 02:16:50,820 INFO MainThread:123 [wandb_init.py:init():561] calling init triggers
14
+ 2024-05-15 02:16:50,820 INFO MainThread:123 [wandb_init.py:init():568] wandb.init called with sweep_config: {}
15
+ config: {'task': 'detect', 'mode': 'train', 'model': '/kaggle/working/runs/detect/RTDETR/weights/last.pt', 'data': '/opt/conda/lib/python3.10/site-packages/ultralytics/cfg/datasets/VisDrone.yaml', 'epochs': 300, 'time': None, 'patience': 100, 'batch': 8, 'imgsz': 640, 'save': True, 'save_period': 50, 'cache': False, 'device': [0, 1], 'workers': 8, 'project': None, 'name': 'RTDETR', 'exist_ok': False, 'pretrained': True, 'optimizer': 'auto', 'verbose': False, 'seed': 0, 'deterministic': True, 'single_cls': False, 'rect': False, 'cos_lr': False, 'close_mosaic': 10, 'resume': '/kaggle/working/runs/detect/RTDETR/weights/last.pt', 'amp': False, 'fraction': 1.0, 'profile': False, 'freeze': None, 'multi_scale': 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, 'vid_stride': 1, 'stream_buffer': False, 'visualize': False, 'augment': False, 'agnostic_nms': False, 'classes': None, 'retina_masks': False, 'embed': None, 'show': False, 'save_frames': False, 'save_txt': False, 'save_conf': False, 'save_crop': False, 'show_labels': True, 'show_conf': True, 'show_boxes': True, 'line_width': None, 'format': 'torchscript', 'keras': False, 'optimize': False, 'int8': False, 'dynamic': False, 'simplify': False, 'opset': None, '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': 0.0, 'box': 7.5, 'cls': 0.5, 'dfl': 1.5, 'pose': 12.0, 'kobj': 1.0, '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, 'bgr': 0.0, 'mosaic': 1.0, 'mixup': 0.0, 'copy_paste': 0.0, 'auto_augment': 'randaugment', 'erasing': 0.4, 'crop_fraction': 1.0, 'cfg': None, 'tracker': 'botsort.yaml', 'save_dir': 'runs/detect/RTDETR'}
16
+ 2024-05-15 02:16:50,821 INFO MainThread:123 [wandb_init.py:init():611] starting backend
17
+ 2024-05-15 02:16:50,821 INFO MainThread:123 [wandb_init.py:init():615] setting up manager
18
+ 2024-05-15 02:16:50,822 INFO MainThread:123 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
19
+ 2024-05-15 02:16:50,827 INFO MainThread:123 [wandb_init.py:init():623] backend started and connected
20
+ 2024-05-15 02:16:50,832 INFO MainThread:123 [wandb_init.py:init():715] updated telemetry
21
+ 2024-05-15 02:16:50,832 INFO MainThread:123 [wandb_init.py:init():748] communicating run to backend with 90.0 second timeout
22
+ 2024-05-15 02:16:51,043 INFO MainThread:123 [wandb_run.py:_on_init():2357] communicating current version
23
+ 2024-05-15 02:16:51,133 INFO MainThread:123 [wandb_run.py:_on_init():2366] got version response upgrade_message: "wandb version 0.17.0 is available! To upgrade, please run:\n $ pip install wandb --upgrade"
24
+
25
+ 2024-05-15 02:16:51,135 INFO MainThread:123 [wandb_init.py:init():799] starting run threads in backend
26
+ 2024-05-15 02:17:07,210 INFO MainThread:123 [wandb_run.py:_console_start():2335] atexit reg
27
+ 2024-05-15 02:17:07,211 INFO MainThread:123 [wandb_run.py:_redirect():2190] redirect: wrap_raw
28
+ 2024-05-15 02:17:07,211 INFO MainThread:123 [wandb_run.py:_redirect():2255] Wrapping output streams.
29
+ 2024-05-15 02:17:07,211 INFO MainThread:123 [wandb_run.py:_redirect():2280] Redirects installed.
30
+ 2024-05-15 02:17:07,213 INFO MainThread:123 [wandb_init.py:init():842] run started, returning control to user process
wandb/run-20240515_021650-bpsvopv0/run-bpsvopv0.wandb ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2d85ff156c625133a7c7ae2d03cc5af76e5988b618b173d356e7a34137dcf427
3
+ size 18828370