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Thyroid-Ultrasound-Image-Classification-EfficientNetModel

Image Classification
Transformers
TensorBoard
Safetensors
efficientnet
Inference Endpoints
Model card Files Metrics Community
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Training in progress, epoch 1

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  1. .config/.last_opt_in_prompt.yaml +1 -0
  2. .config/.last_survey_prompt.yaml +1 -0
  3. .config/.last_update_check.json +1 -0
  4. .config/active_config +1 -0
  5. .config/config_sentinel +0 -0
  6. .config/configurations/config_default +6 -0
  7. .config/default_configs.db +0 -0
  8. .config/gce +1 -0
  9. .config/logs/2024.05.20/13.23.55.068463.log +534 -0
  10. .config/logs/2024.05.20/13.24.18.596467.log +5 -0
  11. .config/logs/2024.05.20/13.24.29.259144.log +169 -0
  12. .config/logs/2024.05.20/13.24.37.147519.log +5 -0
  13. .config/logs/2024.05.20/13.24.48.057497.log +8 -0
  14. .config/logs/2024.05.20/13.24.48.657820.log +8 -0
  15. .gitattributes +2 -0
  16. algeria-ultrasound-images-thyroid-dataset-auitd.zip +3 -0
  17. config.json +101 -0
  18. dataset thyroid/test/Benign/2_0.jpg +0 -0
  19. dataset thyroid/test/Benign/2_1.jpg +0 -0
  20. dataset thyroid/test/Benign/2_10.jpg +0 -0
  21. dataset thyroid/test/Benign/2_11.jpg +0 -0
  22. dataset thyroid/test/Benign/2_12.jpg +0 -0
  23. dataset thyroid/test/Benign/2_13.jpg +0 -0
  24. dataset thyroid/test/Benign/2_14.jpg +0 -0
  25. dataset thyroid/test/Benign/2_15.jpg +0 -0
  26. dataset thyroid/test/Benign/2_16.jpg +0 -0
  27. dataset thyroid/test/Benign/2_17.jpg +0 -0
  28. dataset thyroid/test/Benign/2_18.jpg +0 -0
  29. dataset thyroid/test/Benign/2_19.jpg +0 -0
  30. dataset thyroid/test/Benign/2_2.jpg +0 -0
  31. dataset thyroid/test/Benign/2_20.jpg +0 -0
  32. dataset thyroid/test/Benign/2_21.jpg +0 -0
  33. dataset thyroid/test/Benign/2_22.jpg +0 -0
  34. dataset thyroid/test/Benign/2_23.jpg +0 -0
  35. dataset thyroid/test/Benign/2_24.jpg +0 -0
  36. dataset thyroid/test/Benign/2_25.jpg +0 -0
  37. dataset thyroid/test/Benign/2_26.jpg +0 -0
  38. dataset thyroid/test/Benign/2_27.jpg +0 -0
  39. dataset thyroid/test/Benign/2_28.jpg +0 -0
  40. dataset thyroid/test/Benign/2_29.jpg +0 -0
  41. dataset thyroid/test/Benign/2_3.jpg +0 -0
  42. dataset thyroid/test/Benign/2_30.jpg +0 -0
  43. dataset thyroid/test/Benign/2_31.jpg +0 -0
  44. dataset thyroid/test/Benign/2_32.jpg +0 -0
  45. dataset thyroid/test/Benign/2_33.jpg +0 -0
  46. dataset thyroid/test/Benign/2_34.jpg +0 -0
  47. dataset thyroid/test/Benign/2_35.jpg +0 -0
  48. dataset thyroid/test/Benign/2_36.jpg +0 -0
  49. dataset thyroid/test/Benign/2_37.jpg +0 -0
  50. dataset thyroid/test/Benign/2_38.jpg +0 -0
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+ 2024-05-20 13:24:10,738 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.11 ═╣
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354
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421
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423
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426
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427
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434
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437
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440
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442
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443
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444
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445
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446
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447
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448
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449
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454
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461
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462
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502
+ 2024-05-20 13:24:18,073 INFO ___FILE_ONLY___ ╠═ Installing: gcloud cli dependencies ═╣
503
+
504
+ 2024-05-20 13:24:18,073 INFO ___FILE_ONLY___ ╚
505
+ 2024-05-20 13:24:18,077 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
506
+ 2024-05-20 13:24:18,141 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gcloud-deps-linux-x86_64-20210416153011.tar.gz HTTP/1.1" 200 104
507
+ 2024-05-20 13:24:18,142 INFO ___FILE_ONLY___ ══════════════════════════════
508
+ 2024-05-20 13:24:18,143 INFO ___FILE_ONLY___ ══════════════════════════════
509
+ 2024-05-20 13:24:18,143 INFO ___FILE_ONLY___ ╝
510
+
511
+ 2024-05-20 13:24:18,152 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
512
+
513
+ 2024-05-20 13:24:18,152 INFO ___FILE_ONLY___ ╠═ Creating backup and activating new installation ═╣
514
+
515
+ 2024-05-20 13:24:18,152 INFO ___FILE_ONLY___ ╚
516
+ 2024-05-20 13:24:18,152 DEBUG root Attempting to move directory [/tools/google-cloud-sdk] to [/tools/google-cloud-sdk.staging/.install/.backup]
517
+ 2024-05-20 13:24:18,153 INFO ___FILE_ONLY___ ══════════════════════════════
518
+ 2024-05-20 13:24:18,153 DEBUG root Attempting to move directory [/tools/google-cloud-sdk.staging] to [/tools/google-cloud-sdk]
519
+ 2024-05-20 13:24:18,153 INFO ___FILE_ONLY___ ══════════════════════════════
520
+ 2024-05-20 13:24:18,153 INFO ___FILE_ONLY___ ╝
521
+
522
+ 2024-05-20 13:24:18,157 DEBUG root Updating notification cache...
523
+ 2024-05-20 13:24:18,157 INFO ___FILE_ONLY___
524
+
525
+ 2024-05-20 13:24:18,160 INFO ___FILE_ONLY___ Performing post processing steps...
526
+ 2024-05-20 13:24:18,160 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
527
+ 2024-05-20 13:24:28,535 DEBUG ___FILE_ONLY___
528
+ 2024-05-20 13:24:28,535 DEBUG ___FILE_ONLY___
529
+ 2024-05-20 13:24:28,676 INFO ___FILE_ONLY___
530
+ Update done!
531
+
532
+
533
+ 2024-05-20 13:24:28,680 DEBUG root Chosen display Format:none
534
+ 2024-05-20 13:24:28,680 INFO root Display format: "none"
.config/logs/2024.05.20/13.24.18.596467.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2024-05-20 13:24:18,597 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-05-20 13:24:18,599 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2024-05-20 13:24:18,602 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2024-05-20 13:24:28,440 DEBUG root Chosen display Format:none
5
+ 2024-05-20 13:24:28,441 INFO root Display format: "none"
.config/logs/2024.05.20/13.24.29.259144.log ADDED
@@ -0,0 +1,169 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-05-20 13:24:29,260 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-05-20 13:24:29,262 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
3
+ 2024-05-20 13:24:29,265 DEBUG root Running [gcloud.components.update] with arguments: [--quiet: "True", COMPONENT-IDS:8: "['gcloud', 'core', 'bq', 'gsutil', 'compute', 'preview', 'alpha', 'beta']"]
4
+ 2024-05-20 13:24:29,266 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
5
+
6
+ 2024-05-20 13:24:29,274 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
7
+ 2024-05-20 13:24:29,342 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components-2.json HTTP/1.1" 200 222652
8
+ 2024-05-20 13:24:29,359 WARNING root Component [preview] no longer exists.
9
+ 2024-05-20 13:24:29,360 WARNING root Component [compute] no longer exists.
10
+ 2024-05-20 13:24:29,361 INFO ___FILE_ONLY___
11
+
12
+ 2024-05-20 13:24:29,361 INFO ___FILE_ONLY___
13
+ Your current Google Cloud CLI version is: 476.0.0
14
+
15
+ 2024-05-20 13:24:29,361 INFO ___FILE_ONLY___ Installing components from version: 476.0.0
16
+
17
+ 2024-05-20 13:24:29,361 INFO ___FILE_ONLY___
18
+
19
+ 2024-05-20 13:24:29,362 DEBUG root Chosen display Format:table[box,title="These components will be removed."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
20
+ 2024-05-20 13:24:29,362 DEBUG root Chosen display Format:table[box,title="These components will be updated."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
21
+ 2024-05-20 13:24:29,363 DEBUG root Chosen display Format:table[box,title="These components will be installed."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
22
+ 2024-05-20 13:24:29,400 INFO ___FILE_ONLY___ ┌──────────────────────────────────────────────┐
23
+ 2024-05-20 13:24:29,400 INFO ___FILE_ONLY___
24
+
25
+ 2024-05-20 13:24:29,401 INFO ___FILE_ONLY___ │ These components will be installed. │
26
+ 2024-05-20 13:24:29,401 INFO ___FILE_ONLY___
27
+
28
+ 2024-05-20 13:24:29,401 INFO ___FILE_ONLY___ ├───────────────────────┬────────────┬─────────┤
29
+ 2024-05-20 13:24:29,401 INFO ___FILE_ONLY___
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+
31
+ 2024-05-20 13:24:29,401 INFO ___FILE_ONLY___ │ Name │ Version │ Size │
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+
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+ 2024-05-20 13:24:29,401 INFO ___FILE_ONLY___ ├───────────────────────┼────────────┼─────────┤
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+ 2024-05-20 13:24:29,401 INFO ___FILE_ONLY___
36
+
37
+ 2024-05-20 13:24:29,401 INFO ___FILE_ONLY___ │
38
+ 2024-05-20 13:24:29,401 INFO ___FILE_ONLY___ gcloud Alpha Commands
39
+ 2024-05-20 13:24:29,401 INFO ___FILE_ONLY___
40
+ 2024-05-20 13:24:29,401 INFO ___FILE_ONLY___ │
41
+ 2024-05-20 13:24:29,401 INFO ___FILE_ONLY___ 2024.05.10
42
+ 2024-05-20 13:24:29,401 INFO ___FILE_ONLY___
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+ 2024-05-20 13:24:29,402 INFO ___FILE_ONLY___ │
44
+ 2024-05-20 13:24:29,402 INFO ___FILE_ONLY___ < 1 MiB
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+ 2024-05-20 13:24:29,402 INFO ___FILE_ONLY___
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+ 2024-05-20 13:24:29,402 INFO ___FILE_ONLY___ │
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+ 2024-05-20 13:24:29,402 INFO ___FILE_ONLY___
48
+
49
+ 2024-05-20 13:24:29,402 INFO ___FILE_ONLY___ │
50
+ 2024-05-20 13:24:29,402 INFO ___FILE_ONLY___ gcloud Beta Commands
51
+ 2024-05-20 13:24:29,402 INFO ___FILE_ONLY___
52
+ 2024-05-20 13:24:29,402 INFO ___FILE_ONLY___ │
53
+ 2024-05-20 13:24:29,402 INFO ___FILE_ONLY___ 2024.05.10
54
+ 2024-05-20 13:24:29,402 INFO ___FILE_ONLY___
55
+ 2024-05-20 13:24:29,402 INFO ___FILE_ONLY___ │
56
+ 2024-05-20 13:24:29,402 INFO ___FILE_ONLY___ < 1 MiB
57
+ 2024-05-20 13:24:29,402 INFO ___FILE_ONLY___
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+ 2024-05-20 13:24:29,402 INFO ___FILE_ONLY___ │
59
+ 2024-05-20 13:24:29,402 INFO ___FILE_ONLY___
60
+
61
+ 2024-05-20 13:24:29,403 INFO ___FILE_ONLY___ └───────────────────────┴────────────┴─────────┘
62
+ 2024-05-20 13:24:29,403 INFO ___FILE_ONLY___
63
+
64
+ 2024-05-20 13:24:29,403 INFO ___FILE_ONLY___
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+
66
+ 2024-05-20 13:24:29,407 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
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+ 2024-05-20 13:24:29,471 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/RELEASE_NOTES HTTP/1.1" 200 1211411
68
+ 2024-05-20 13:24:29,505 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
69
+ https://cloud.google.com/sdk/release_notes
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+
71
+
72
+ 2024-05-20 13:24:29,508 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
73
+
74
+ 2024-05-20 13:24:29,508 INFO ___FILE_ONLY___ ╠═ Creating update staging area ═╣
75
+
76
+ 2024-05-20 13:24:29,508 INFO ___FILE_ONLY___ ╚
77
+ 2024-05-20 13:24:29,508 INFO ___FILE_ONLY___ ══════
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+ 2024-05-20 13:24:33,477 INFO ___FILE_ONLY___ ╝
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+
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+ 2024-05-20 13:24:36,533 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
125
+
126
+ 2024-05-20 13:24:36,533 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Alpha Commands ═╣
127
+
128
+ 2024-05-20 13:24:36,533 INFO ___FILE_ONLY___ ╚
129
+ 2024-05-20 13:24:36,537 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
130
+ 2024-05-20 13:24:36,602 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-alpha-20240510142152.tar.gz HTTP/1.1" 200 800
131
+ 2024-05-20 13:24:36,603 INFO ___FILE_ONLY___ ══════════════════════════════
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+
135
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136
+
137
+ 2024-05-20 13:24:36,613 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Beta Commands ═╣
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+
139
+ 2024-05-20 13:24:36,613 INFO ___FILE_ONLY___ ╚
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+ 2024-05-20 13:24:36,617 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
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+ 2024-05-20 13:24:36,680 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-beta-20240510142152.tar.gz HTTP/1.1" 200 797
142
+ 2024-05-20 13:24:36,681 INFO ___FILE_ONLY___ ══════════════════════════════
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+ 2024-05-20 13:24:36,692 INFO ___FILE_ONLY___ ��════════════════════════════════════════════════════════════╗
147
+
148
+ 2024-05-20 13:24:36,692 INFO ___FILE_ONLY___ ╠═ Creating backup and activating new installation ═╣
149
+
150
+ 2024-05-20 13:24:36,692 INFO ___FILE_ONLY___ ╚
151
+ 2024-05-20 13:24:36,693 DEBUG root Attempting to move directory [/tools/google-cloud-sdk] to [/tools/google-cloud-sdk.staging/.install/.backup]
152
+ 2024-05-20 13:24:36,693 INFO ___FILE_ONLY___ ══════════════════════════════
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+ 2024-05-20 13:24:36,693 DEBUG root Attempting to move directory [/tools/google-cloud-sdk.staging] to [/tools/google-cloud-sdk]
154
+ 2024-05-20 13:24:36,693 INFO ___FILE_ONLY___ ══════════════════════════════
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+ 2024-05-20 13:24:36,693 INFO ___FILE_ONLY___ ╝
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+
157
+ 2024-05-20 13:24:36,697 DEBUG root Updating notification cache...
158
+ 2024-05-20 13:24:36,697 INFO ___FILE_ONLY___
159
+
160
+ 2024-05-20 13:24:36,699 INFO ___FILE_ONLY___ Performing post processing steps...
161
+ 2024-05-20 13:24:36,700 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
162
+ 2024-05-20 13:24:47,311 DEBUG ___FILE_ONLY___
163
+ 2024-05-20 13:24:47,311 DEBUG ___FILE_ONLY___
164
+ 2024-05-20 13:24:47,466 INFO ___FILE_ONLY___
165
+ Update done!
166
+
167
+
168
+ 2024-05-20 13:24:47,469 DEBUG root Chosen display Format:none
169
+ 2024-05-20 13:24:47,469 INFO root Display format: "none"
.config/logs/2024.05.20/13.24.37.147519.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2024-05-20 13:24:37,148 DEBUG root Loaded Command Group: ['gcloud', 'components']
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+ 2024-05-20 13:24:37,150 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
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+ 2024-05-20 13:24:37,152 DEBUG root Running [gcloud.components.post-process] with arguments: []
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+ 2024-05-20 13:24:47,198 INFO root Display format: "none"
.config/logs/2024.05.20/13.24.48.057497.log ADDED
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+ 2024-05-20 13:24:48,059 DEBUG root Loaded Command Group: ['gcloud', 'config']
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+ 2024-05-20 13:24:48,113 INFO ___FILE_ONLY___ Updated property [component_manager/disable_update_check].
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.config/logs/2024.05.20/13.24.48.657820.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2024-05-20 13:24:48,659 DEBUG root Loaded Command Group: ['gcloud', 'config']
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+ 2024-05-20 13:24:48,713 INFO ___FILE_ONLY___ Updated property [compute/gce_metadata_read_timeout_sec].
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+ 2024-05-20 13:24:48,715 INFO root Display format: "default"
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+ 2024-05-20 13:24:48,715 DEBUG root SDK update checks are disabled.
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.41.0",
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+ "width_coefficient": 1.0
101
+ }
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dataset thyroid/test/Benign/2_1.jpg ADDED
dataset thyroid/test/Benign/2_10.jpg ADDED
dataset thyroid/test/Benign/2_11.jpg ADDED
dataset thyroid/test/Benign/2_12.jpg ADDED
dataset thyroid/test/Benign/2_13.jpg ADDED
dataset thyroid/test/Benign/2_14.jpg ADDED
dataset thyroid/test/Benign/2_15.jpg ADDED
dataset thyroid/test/Benign/2_16.jpg ADDED
dataset thyroid/test/Benign/2_17.jpg ADDED
dataset thyroid/test/Benign/2_18.jpg ADDED
dataset thyroid/test/Benign/2_19.jpg ADDED
dataset thyroid/test/Benign/2_2.jpg ADDED
dataset thyroid/test/Benign/2_20.jpg ADDED
dataset thyroid/test/Benign/2_21.jpg ADDED
dataset thyroid/test/Benign/2_22.jpg ADDED
dataset thyroid/test/Benign/2_23.jpg ADDED
dataset thyroid/test/Benign/2_24.jpg ADDED
dataset thyroid/test/Benign/2_25.jpg ADDED
dataset thyroid/test/Benign/2_26.jpg ADDED
dataset thyroid/test/Benign/2_27.jpg ADDED
dataset thyroid/test/Benign/2_28.jpg ADDED
dataset thyroid/test/Benign/2_29.jpg ADDED
dataset thyroid/test/Benign/2_3.jpg ADDED
dataset thyroid/test/Benign/2_30.jpg ADDED
dataset thyroid/test/Benign/2_31.jpg ADDED
dataset thyroid/test/Benign/2_32.jpg ADDED
dataset thyroid/test/Benign/2_33.jpg ADDED
dataset thyroid/test/Benign/2_34.jpg ADDED
dataset thyroid/test/Benign/2_35.jpg ADDED
dataset thyroid/test/Benign/2_36.jpg ADDED
dataset thyroid/test/Benign/2_37.jpg ADDED
dataset thyroid/test/Benign/2_38.jpg ADDED