Hugging Face's logo

belisards
/
posicao_tema_3

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Inference Endpoints
Model card Files Community
belisards commited on
Commit
fb55a56
·
verified ·
1 Parent(s): 7f9b669

kairos-posicao-bert-custom

Browse files
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  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/hidden_gcloud_config_universe_descriptor_data_cache_configs.db +0 -0
  10. .config/logs/2024.12.09/14.19.42.277947.log +764 -0
  11. .config/logs/2024.12.09/14.20.05.286403.log +5 -0
  12. .config/logs/2024.12.09/14.20.15.174962.log +152 -0
  13. .config/logs/2024.12.09/14.20.16.487772.log +5 -0
  14. .config/logs/2024.12.09/14.20.26.855642.log +8 -0
  15. .config/logs/2024.12.09/14.20.27.463655.log +8 -0
  16. .gitattributes +2 -0
  17. README.md +76 -0
  18. config.json +41 -0
  19. model.safetensors +3 -0
  20. sample_data/README.md +19 -0
  21. sample_data/anscombe.json +49 -0
  22. sample_data/california_housing_test.csv +0 -0
  23. sample_data/california_housing_train.csv +0 -0
  24. sample_data/mnist_test.csv +3 -0
  25. sample_data/mnist_train_small.csv +3 -0
  26. training_args.bin +3 -0
  27. wandb/debug-cli.root.log +0 -0
  28. wandb/debug-internal.log +43 -0
  29. wandb/debug.log +76 -0
  30. wandb/run-20241211_042633-wah4vux1/files/config.yaml +494 -0
  31. wandb/run-20241211_042633-wah4vux1/files/output.log +0 -0
  32. wandb/run-20241211_042633-wah4vux1/files/requirements.txt +578 -0
  33. wandb/run-20241211_042633-wah4vux1/files/wandb-metadata.json +38 -0
  34. wandb/run-20241211_042633-wah4vux1/files/wandb-summary.json +1 -0
  35. wandb/run-20241211_042633-wah4vux1/logs/debug-core.log +14 -0
  36. wandb/run-20241211_042633-wah4vux1/logs/debug-internal.log +29 -0
  37. wandb/run-20241211_042633-wah4vux1/logs/debug.log +48 -0
  38. wandb/run-20241211_042633-wah4vux1/run-wah4vux1.wandb +0 -0
  39. wandb/run-20241211_042903-vt1hbdpt/files/config.yaml +494 -0
  40. wandb/run-20241211_042903-vt1hbdpt/files/output.log +0 -0
  41. wandb/run-20241211_042903-vt1hbdpt/files/requirements.txt +578 -0
  42. wandb/run-20241211_042903-vt1hbdpt/files/wandb-metadata.json +38 -0
  43. wandb/run-20241211_042903-vt1hbdpt/files/wandb-summary.json +1 -0
  44. wandb/run-20241211_042903-vt1hbdpt/logs/debug-core.log +14 -0
  45. wandb/run-20241211_042903-vt1hbdpt/logs/debug-internal.log +25 -0
  46. wandb/run-20241211_042903-vt1hbdpt/logs/debug.log +42 -0
  47. wandb/run-20241211_042903-vt1hbdpt/run-vt1hbdpt.wandb +0 -0
  48. wandb/run-20241211_043031-pfhjmc9v/files/config.yaml +568 -0
  49. wandb/run-20241211_043031-pfhjmc9v/files/output.log +8 -0
  50. wandb/run-20241211_043031-pfhjmc9v/files/requirements.txt +578 -0
.config/.last_opt_in_prompt.yaml ADDED
@@ -0,0 +1 @@
 
 
1
+ {}
.config/.last_survey_prompt.yaml ADDED
@@ -0,0 +1 @@
 
 
1
+ last_prompt_time: 1733754014.6309092
.config/.last_update_check.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"last_update_check_time": 1733754016.0343091, "last_update_check_revision": 20241115154308, "notifications": [], "last_nag_times": {}}
.config/active_config ADDED
@@ -0,0 +1 @@
 
 
1
+ default
.config/config_sentinel ADDED
File without changes
.config/configurations/config_default ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ [component_manager]
2
+ disable_update_check = true
3
+
4
+ [compute]
5
+ gce_metadata_read_timeout_sec = 0
6
+
.config/default_configs.db ADDED
Binary file (12.3 kB). View file
 
.config/gce ADDED
@@ -0,0 +1 @@
 
 
1
+ False
.config/hidden_gcloud_config_universe_descriptor_data_cache_configs.db ADDED
Binary file (12.3 kB). View file
 
.config/logs/2024.12.09/14.19.42.277947.log ADDED
@@ -0,0 +1,764 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-12-09 14:19:54,303 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-12-09 14:19:54,307 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
3
+ 2024-12-09 14:19:54,309 DEBUG root Running [gcloud.components.update] with arguments: [--compile-python: "True", --quiet: "True", COMPONENT-IDS:6: "['core', 'gcloud-deps', 'bq', 'gcloud', 'gcloud-crc32c', 'gsutil']"]
4
+ 2024-12-09 14:19:54,310 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
5
+
6
+ 2024-12-09 14:19:54,339 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
7
+ 2024-12-09 14:19:54,481 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components-2.json HTTP/1.1" 200 227816
8
+ 2024-12-09 14:19:54,495 INFO ___FILE_ONLY___
9
+
10
+ 2024-12-09 14:19:54,495 INFO ___FILE_ONLY___
11
+ Your current Google Cloud CLI version is: 502.0.0
12
+
13
+ 2024-12-09 14:19:54,495 INFO ___FILE_ONLY___ Installing components from version: 502.0.0
14
+
15
+ 2024-12-09 14:19:54,495 INFO ___FILE_ONLY___
16
+
17
+ 2024-12-09 14:19:54,496 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)
18
+ 2024-12-09 14:19:54,496 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)
19
+ 2024-12-09 14:19:54,497 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)
20
+ 2024-12-09 14:19:54,532 INFO ___FILE_ONLY___ ┌─────────────────────────────────────────────────────────────────────────────┐
21
+ 2024-12-09 14:19:54,532 INFO ___FILE_ONLY___
22
+
23
+ 2024-12-09 14:19:54,532 INFO ___FILE_ONLY___ │ These components will be installed. │
24
+ 2024-12-09 14:19:54,532 INFO ___FILE_ONLY___
25
+
26
+ 2024-12-09 14:19:54,532 INFO ___FILE_ONLY___ ├─────────────────────────────────────────────────────┬────────────┬──────────┤
27
+ 2024-12-09 14:19:54,532 INFO ___FILE_ONLY___
28
+
29
+ 2024-12-09 14:19:54,533 INFO ___FILE_ONLY___ │ Name │ Version │ Size │
30
+ 2024-12-09 14:19:54,533 INFO ___FILE_ONLY___
31
+
32
+ 2024-12-09 14:19:54,533 INFO ___FILE_ONLY___ ├─────────────────────────────────────────────────────┼────────────┼──────────┤
33
+ 2024-12-09 14:19:54,533 INFO ___FILE_ONLY___
34
+
35
+ 2024-12-09 14:19:54,533 INFO ___FILE_ONLY___ │
36
+ 2024-12-09 14:19:54,533 INFO ___FILE_ONLY___ BigQuery Command Line Tool
37
+ 2024-12-09 14:19:54,533 INFO ___FILE_ONLY___
38
+ 2024-12-09 14:19:54,533 INFO ___FILE_ONLY___ │
39
+ 2024-12-09 14:19:54,533 INFO ___FILE_ONLY___ 2.1.9
40
+ 2024-12-09 14:19:54,533 INFO ___FILE_ONLY___
41
+ 2024-12-09 14:19:54,533 INFO ___FILE_ONLY___ │
42
+ 2024-12-09 14:19:54,533 INFO ___FILE_ONLY___ 1.7 MiB
43
+ 2024-12-09 14:19:54,533 INFO ___FILE_ONLY___
44
+ 2024-12-09 14:19:54,533 INFO ___FILE_ONLY___ │
45
+ 2024-12-09 14:19:54,533 INFO ___FILE_ONLY___
46
+
47
+ 2024-12-09 14:19:54,533 INFO ___FILE_ONLY___ │
48
+ 2024-12-09 14:19:54,533 INFO ___FILE_ONLY___ BigQuery Command Line Tool (Platform Specific)
49
+ 2024-12-09 14:19:54,534 INFO ___FILE_ONLY___
50
+ 2024-12-09 14:19:54,534 INFO ___FILE_ONLY___ │
51
+ 2024-12-09 14:19:54,534 INFO ___FILE_ONLY___ 2.1.8
52
+ 2024-12-09 14:19:54,534 INFO ___FILE_ONLY___
53
+ 2024-12-09 14:19:54,534 INFO ___FILE_ONLY___ │
54
+ 2024-12-09 14:19:54,534 INFO ___FILE_ONLY___ < 1 MiB
55
+ 2024-12-09 14:19:54,534 INFO ___FILE_ONLY___
56
+ 2024-12-09 14:19:54,534 INFO ___FILE_ONLY___ │
57
+ 2024-12-09 14:19:54,534 INFO ___FILE_ONLY___
58
+
59
+ 2024-12-09 14:19:54,534 INFO ___FILE_ONLY___ │
60
+ 2024-12-09 14:19:54,534 INFO ___FILE_ONLY___ Bundled Python 3.11 (Platform Specific)
61
+ 2024-12-09 14:19:54,534 INFO ___FILE_ONLY___
62
+ 2024-12-09 14:19:54,534 INFO ___FILE_ONLY___ │
63
+ 2024-12-09 14:19:54,534 INFO ___FILE_ONLY___ 3.11.9
64
+ 2024-12-09 14:19:54,534 INFO ___FILE_ONLY___
65
+ 2024-12-09 14:19:54,534 INFO ___FILE_ONLY___ │
66
+ 2024-12-09 14:19:54,534 INFO ___FILE_ONLY___ 74.4 MiB
67
+ 2024-12-09 14:19:54,534 INFO ___FILE_ONLY___
68
+ 2024-12-09 14:19:54,534 INFO ___FILE_ONLY___ │
69
+ 2024-12-09 14:19:54,535 INFO ___FILE_ONLY___
70
+
71
+ 2024-12-09 14:19:54,535 INFO ___FILE_ONLY___ │
72
+ 2024-12-09 14:19:54,535 INFO ___FILE_ONLY___ Cloud Storage Command Line Tool
73
+ 2024-12-09 14:19:54,535 INFO ___FILE_ONLY___
74
+ 2024-12-09 14:19:54,535 INFO ___FILE_ONLY___ │
75
+ 2024-12-09 14:19:54,535 INFO ___FILE_ONLY___ 5.31
76
+ 2024-12-09 14:19:54,535 INFO ___FILE_ONLY___
77
+ 2024-12-09 14:19:54,535 INFO ___FILE_ONLY___ │
78
+ 2024-12-09 14:19:54,535 INFO ___FILE_ONLY___ 11.3 MiB
79
+ 2024-12-09 14:19:54,535 INFO ___FILE_ONLY___
80
+ 2024-12-09 14:19:54,535 INFO ___FILE_ONLY___ │
81
+ 2024-12-09 14:19:54,535 INFO ___FILE_ONLY___
82
+
83
+ 2024-12-09 14:19:54,535 INFO ___FILE_ONLY___ │
84
+ 2024-12-09 14:19:54,535 INFO ___FILE_ONLY___ Cloud Storage Command Line Tool (Platform Specific)
85
+ 2024-12-09 14:19:54,535 INFO ___FILE_ONLY___
86
+ 2024-12-09 14:19:54,535 INFO ___FILE_ONLY___ │
87
+ 2024-12-09 14:19:54,535 INFO ___FILE_ONLY___ 5.30
88
+ 2024-12-09 14:19:54,535 INFO ___FILE_ONLY___
89
+ 2024-12-09 14:19:54,536 INFO ___FILE_ONLY___ │
90
+ 2024-12-09 14:19:54,536 INFO ___FILE_ONLY___ < 1 MiB
91
+ 2024-12-09 14:19:54,536 INFO ___FILE_ONLY___
92
+ 2024-12-09 14:19:54,536 INFO ___FILE_ONLY___ │
93
+ 2024-12-09 14:19:54,536 INFO ___FILE_ONLY___
94
+
95
+ 2024-12-09 14:19:54,536 INFO ___FILE_ONLY___ │
96
+ 2024-12-09 14:19:54,536 INFO ___FILE_ONLY___ Google Cloud CLI Core Libraries (Platform Specific)
97
+ 2024-12-09 14:19:54,536 INFO ___FILE_ONLY___
98
+ 2024-12-09 14:19:54,536 INFO ___FILE_ONLY___ │
99
+ 2024-12-09 14:19:54,536 INFO ___FILE_ONLY___ 2024.08.30
100
+ 2024-12-09 14:19:54,536 INFO ___FILE_ONLY___
101
+ 2024-12-09 14:19:54,536 INFO ___FILE_ONLY___ │
102
+ 2024-12-09 14:19:54,536 INFO ___FILE_ONLY___ < 1 MiB
103
+ 2024-12-09 14:19:54,536 INFO ___FILE_ONLY___
104
+ 2024-12-09 14:19:54,536 INFO ___FILE_ONLY___ │
105
+ 2024-12-09 14:19:54,536 INFO ___FILE_ONLY___
106
+
107
+ 2024-12-09 14:19:54,536 INFO ___FILE_ONLY___ │
108
+ 2024-12-09 14:19:54,536 INFO ___FILE_ONLY___ Google Cloud CRC32C Hash Tool (Platform Specific)
109
+ 2024-12-09 14:19:54,537 INFO ___FILE_ONLY___
110
+ 2024-12-09 14:19:54,537 INFO ___FILE_ONLY___ │
111
+ 2024-12-09 14:19:54,537 INFO ___FILE_ONLY___ 1.0.0
112
+ 2024-12-09 14:19:54,537 INFO ___FILE_ONLY___
113
+ 2024-12-09 14:19:54,537 INFO ___FILE_ONLY___ │
114
+ 2024-12-09 14:19:54,537 INFO ___FILE_ONLY___ 1.3 MiB
115
+ 2024-12-09 14:19:54,537 INFO ___FILE_ONLY___
116
+ 2024-12-09 14:19:54,537 INFO ___FILE_ONLY___ │
117
+ 2024-12-09 14:19:54,537 INFO ___FILE_ONLY___
118
+
119
+ 2024-12-09 14:19:54,537 INFO ___FILE_ONLY___ │
120
+ 2024-12-09 14:19:54,537 INFO ___FILE_ONLY___ gcloud cli dependencies (Platform Specific)
121
+ 2024-12-09 14:19:54,537 INFO ___FILE_ONLY___
122
+ 2024-12-09 14:19:54,537 INFO ___FILE_ONLY___ │
123
+ 2024-12-09 14:19:54,537 INFO ___FILE_ONLY___ 2021.04.16
124
+ 2024-12-09 14:19:54,537 INFO ___FILE_ONLY___
125
+ 2024-12-09 14:19:54,537 INFO ___FILE_ONLY___ │
126
+ 2024-12-09 14:19:54,537 INFO ___FILE_ONLY___ < 1 MiB
127
+ 2024-12-09 14:19:54,537 INFO ___FILE_ONLY___
128
+ 2024-12-09 14:19:54,538 INFO ___FILE_ONLY___ │
129
+ 2024-12-09 14:19:54,538 INFO ___FILE_ONLY___
130
+
131
+ 2024-12-09 14:19:54,538 INFO ___FILE_ONLY___ └─────────────────────────────────────────────────────┴────────────┴──────────┘
132
+ 2024-12-09 14:19:54,538 INFO ___FILE_ONLY___
133
+
134
+ 2024-12-09 14:19:54,538 INFO ___FILE_ONLY___
135
+
136
+ 2024-12-09 14:19:54,541 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
137
+ 2024-12-09 14:19:54,653 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/RELEASE_NOTES HTTP/1.1" 200 1314602
138
+ 2024-12-09 14:19:54,771 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
139
+ https://cloud.google.com/sdk/release_notes
140
+
141
+
142
+ 2024-12-09 14:19:54,771 INFO ___FILE_ONLY___ Performing in place update...
143
+
144
+
145
+ 2024-12-09 14:19:54,773 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
146
+
147
+ 2024-12-09 14:19:54,773 INFO ___FILE_ONLY___ ╠═ Downloading: BigQuery Command Line Tool ═╣
148
+
149
+ 2024-12-09 14:19:54,773 INFO ___FILE_ONLY___ ╚
150
+ 2024-12-09 14:19:54,776 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
151
+ 2024-12-09 14:19:54,960 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bq-20241011151610.tar.gz HTTP/1.1" 200 1831026
152
+ 2024-12-09 14:19:55,062 INFO ___FILE_ONLY___ ═
153
+ 2024-12-09 14:19:55,062 INFO ___FILE_ONLY___ ═
154
+ 2024-12-09 14:19:55,062 INFO ___FILE_ONLY___ ═
155
+ 2024-12-09 14:19:55,062 INFO ___FILE_ONLY___ ═
156
+ 2024-12-09 14:19:55,062 INFO ___FILE_ONLY___ ═
157
+ 2024-12-09 14:19:55,062 INFO ___FILE_ONLY___ ═
158
+ 2024-12-09 14:19:55,063 INFO ___FILE_ONLY___ ═
159
+ 2024-12-09 14:19:55,063 INFO ___FILE_ONLY___ ═
160
+ 2024-12-09 14:19:55,063 INFO ___FILE_ONLY___ ═
161
+ 2024-12-09 14:19:55,063 INFO ___FILE_ONLY___ ═
162
+ 2024-12-09 14:19:55,063 INFO ___FILE_ONLY___ ═
163
+ 2024-12-09 14:19:55,063 INFO ___FILE_ONLY___ ═
164
+ 2024-12-09 14:19:55,063 INFO ___FILE_ONLY___ ═
165
+ 2024-12-09 14:19:55,063 INFO ___FILE_ONLY___ ═
166
+ 2024-12-09 14:19:55,063 INFO ___FILE_ONLY___ ═
167
+ 2024-12-09 14:19:55,063 INFO ___FILE_ONLY___ ═
168
+ 2024-12-09 14:19:55,064 INFO ___FILE_ONLY___ ═
169
+ 2024-12-09 14:19:55,064 INFO ___FILE_ONLY___ ═
170
+ 2024-12-09 14:19:55,064 INFO ___FILE_ONLY___ ═
171
+ 2024-12-09 14:19:55,064 INFO ___FILE_ONLY___ ═
172
+ 2024-12-09 14:19:55,064 INFO ___FILE_ONLY___ ═
173
+ 2024-12-09 14:19:55,064 INFO ___FILE_ONLY___ ═
174
+ 2024-12-09 14:19:55,064 INFO ___FILE_ONLY___ ═
175
+ 2024-12-09 14:19:55,064 INFO ___FILE_ONLY___ ═
176
+ 2024-12-09 14:19:55,064 INFO ___FILE_ONLY___ ═
177
+ 2024-12-09 14:19:55,064 INFO ___FILE_ONLY___ ═
178
+ 2024-12-09 14:19:55,065 INFO ___FILE_ONLY___ ═
179
+ 2024-12-09 14:19:55,065 INFO ___FILE_ONLY___ ═
180
+ 2024-12-09 14:19:55,065 INFO ___FILE_ONLY___ ═
181
+ 2024-12-09 14:19:55,065 INFO ___FILE_ONLY___ ═
182
+ 2024-12-09 14:19:55,065 INFO ___FILE_ONLY___ ═
183
+ 2024-12-09 14:19:55,065 INFO ___FILE_ONLY___ ═
184
+ 2024-12-09 14:19:55,065 INFO ___FILE_ONLY___ ═
185
+ 2024-12-09 14:19:55,065 INFO ___FILE_ONLY___ ═
186
+ 2024-12-09 14:19:55,065 INFO ___FILE_ONLY___ ═
187
+ 2024-12-09 14:19:55,065 INFO ___FILE_ONLY___ ═
188
+ 2024-12-09 14:19:55,066 INFO ___FILE_ONLY___ ═
189
+ 2024-12-09 14:19:55,066 INFO ___FILE_ONLY___ ═
190
+ 2024-12-09 14:19:55,066 INFO ___FILE_ONLY___ ═
191
+ 2024-12-09 14:19:55,066 INFO ___FILE_ONLY___ ═
192
+ 2024-12-09 14:19:55,066 INFO ___FILE_ONLY___ ═
193
+ 2024-12-09 14:19:55,066 INFO ___FILE_ONLY___ ═
194
+ 2024-12-09 14:19:55,066 INFO ___FILE_ONLY___ ═
195
+ 2024-12-09 14:19:55,066 INFO ___FILE_ONLY___ ═
196
+ 2024-12-09 14:19:55,066 INFO ___FILE_ONLY___ ═
197
+ 2024-12-09 14:19:55,066 INFO ___FILE_ONLY___ ═
198
+ 2024-12-09 14:19:55,067 INFO ___FILE_ONLY___ ═
199
+ 2024-12-09 14:19:55,067 INFO ___FILE_ONLY___ ═
200
+ 2024-12-09 14:19:55,067 INFO ___FILE_ONLY___ ═
201
+ 2024-12-09 14:19:55,067 INFO ___FILE_ONLY___ ═
202
+ 2024-12-09 14:19:55,067 INFO ___FILE_ONLY___ ═
203
+ 2024-12-09 14:19:55,067 INFO ___FILE_ONLY___ ═
204
+ 2024-12-09 14:19:55,067 INFO ___FILE_ONLY___ ═
205
+ 2024-12-09 14:19:55,067 INFO ___FILE_ONLY___ ═
206
+ 2024-12-09 14:19:55,067 INFO ___FILE_ONLY___ ═
207
+ 2024-12-09 14:19:55,067 INFO ___FILE_ONLY___ ═
208
+ 2024-12-09 14:19:55,068 INFO ___FILE_ONLY___ ═
209
+ 2024-12-09 14:19:55,068 INFO ___FILE_ONLY___ ═
210
+ 2024-12-09 14:19:55,068 INFO ___FILE_ONLY___ ═
211
+ 2024-12-09 14:19:55,068 INFO ___FILE_ONLY___ ═
212
+ 2024-12-09 14:19:55,068 INFO ___FILE_ONLY___ ╝
213
+
214
+ 2024-12-09 14:19:55,070 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
215
+
216
+ 2024-12-09 14:19:55,070 INFO ___FILE_ONLY___ ╠═ Downloading: BigQuery Command Line Tool (Platform Spe... ═╣
217
+
218
+ 2024-12-09 14:19:55,070 INFO ___FILE_ONLY___ ╚
219
+ 2024-12-09 14:19:55,073 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
220
+ 2024-12-09 14:19:55,214 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bq-nix-20240830134514.tar.gz HTTP/1.1" 200 1914
221
+ 2024-12-09 14:19:55,215 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
222
+ 2024-12-09 14:19:55,215 INFO ___FILE_ONLY___ ╝
223
+
224
+ 2024-12-09 14:19:55,217 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
225
+
226
+ 2024-12-09 14:19:55,217 INFO ___FILE_ONLY___ ╠═ Downloading: Bundled Python 3.11 ═╣
227
+
228
+ 2024-12-09 14:19:55,217 INFO ___FILE_ONLY___ ╚
229
+ 2024-12-09 14:19:55,217 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
230
+ 2024-12-09 14:19:55,217 INFO ___FILE_ONLY___ ╝
231
+
232
+ 2024-12-09 14:19:55,219 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
233
+
234
+ 2024-12-09 14:19:55,219 INFO ___FILE_ONLY___ ╠═ Downloading: Bundled Python 3.11 (Platform Specific) ═╣
235
+
236
+ 2024-12-09 14:19:55,220 INFO ___FILE_ONLY___ ╚
237
+ 2024-12-09 14:19:55,223 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
238
+ 2024-12-09 14:19:55,398 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bundled-python3-unix-linux-x86_64-20240920144119.tar.gz HTTP/1.1" 200 78001783
239
+ 2024-12-09 14:19:57,419 INFO ___FILE_ONLY___ ═
240
+ 2024-12-09 14:19:57,421 INFO ___FILE_ONLY___ ═
241
+ 2024-12-09 14:19:57,422 INFO ___FILE_ONLY___ ═
242
+ 2024-12-09 14:19:57,424 INFO ___FILE_ONLY___ ═
243
+ 2024-12-09 14:19:57,426 INFO ___FILE_ONLY___ ═
244
+ 2024-12-09 14:19:57,427 INFO ___FILE_ONLY___ ═
245
+ 2024-12-09 14:19:57,429 INFO ___FILE_ONLY___ ═
246
+ 2024-12-09 14:19:57,431 INFO ___FILE_ONLY___ ═
247
+ 2024-12-09 14:19:57,432 INFO ___FILE_ONLY___ ═
248
+ 2024-12-09 14:19:57,434 INFO ___FILE_ONLY___ ═
249
+ 2024-12-09 14:19:57,436 INFO ___FILE_ONLY___ ═
250
+ 2024-12-09 14:19:57,437 INFO ___FILE_ONLY___ ═
251
+ 2024-12-09 14:19:57,439 INFO ___FILE_ONLY___ ═
252
+ 2024-12-09 14:19:57,440 INFO ___FILE_ONLY___ ═
253
+ 2024-12-09 14:19:57,442 INFO ___FILE_ONLY___ ═
254
+ 2024-12-09 14:19:57,444 INFO ___FILE_ONLY___ ═
255
+ 2024-12-09 14:19:57,445 INFO ___FILE_ONLY___ ═
256
+ 2024-12-09 14:19:57,447 INFO ___FILE_ONLY___ ═
257
+ 2024-12-09 14:19:57,449 INFO ___FILE_ONLY___ ═
258
+ 2024-12-09 14:19:57,451 INFO ___FILE_ONLY___ ═
259
+ 2024-12-09 14:19:57,452 INFO ___FILE_ONLY___ ═
260
+ 2024-12-09 14:19:57,454 INFO ___FILE_ONLY___ ═
261
+ 2024-12-09 14:19:57,455 INFO ___FILE_ONLY___ ═
262
+ 2024-12-09 14:19:57,457 INFO ___FILE_ONLY___ ═
263
+ 2024-12-09 14:19:57,459 INFO ___FILE_ONLY___ ═
264
+ 2024-12-09 14:19:57,460 INFO ___FILE_ONLY___ ═
265
+ 2024-12-09 14:19:57,462 INFO ___FILE_ONLY___ ═
266
+ 2024-12-09 14:19:57,464 INFO ___FILE_ONLY___ ═
267
+ 2024-12-09 14:19:57,465 INFO ___FILE_ONLY___ ═
268
+ 2024-12-09 14:19:57,467 INFO ___FILE_ONLY___ ═
269
+ 2024-12-09 14:19:57,469 INFO ___FILE_ONLY___ ═
270
+ 2024-12-09 14:19:57,470 INFO ___FILE_ONLY___ ═
271
+ 2024-12-09 14:19:57,472 INFO ___FILE_ONLY___ ═
272
+ 2024-12-09 14:19:57,474 INFO ___FILE_ONLY___ ═
273
+ 2024-12-09 14:19:57,475 INFO ___FILE_ONLY___ ═
274
+ 2024-12-09 14:19:57,477 INFO ___FILE_ONLY___ ═
275
+ 2024-12-09 14:19:57,479 INFO ___FILE_ONLY___ ═
276
+ 2024-12-09 14:19:57,480 INFO ___FILE_ONLY___ ═
277
+ 2024-12-09 14:19:57,482 INFO ___FILE_ONLY___ ═
278
+ 2024-12-09 14:19:57,484 INFO ___FILE_ONLY___ ═
279
+ 2024-12-09 14:19:57,485 INFO ___FILE_ONLY___ ═
280
+ 2024-12-09 14:19:57,487 INFO ___FILE_ONLY___ ═
281
+ 2024-12-09 14:19:57,489 INFO ___FILE_ONLY___ ═
282
+ 2024-12-09 14:19:57,490 INFO ___FILE_ONLY___ ═
283
+ 2024-12-09 14:19:57,492 INFO ___FILE_ONLY___ ═
284
+ 2024-12-09 14:19:57,493 INFO ___FILE_ONLY___ ═
285
+ 2024-12-09 14:19:57,495 INFO ___FILE_ONLY___ ═
286
+ 2024-12-09 14:19:57,497 INFO ___FILE_ONLY___ ═
287
+ 2024-12-09 14:19:57,498 INFO ___FILE_ONLY___ ═
288
+ 2024-12-09 14:19:57,500 INFO ___FILE_ONLY___ ═
289
+ 2024-12-09 14:19:57,501 INFO ___FILE_ONLY___ ═
290
+ 2024-12-09 14:19:57,503 INFO ___FILE_ONLY___ ═
291
+ 2024-12-09 14:19:57,505 INFO ___FILE_ONLY___ ═
292
+ 2024-12-09 14:19:57,506 INFO ___FILE_ONLY___ ═
293
+ 2024-12-09 14:19:57,508 INFO ___FILE_ONLY___ ═
294
+ 2024-12-09 14:19:57,509 INFO ___FILE_ONLY___ ═
295
+ 2024-12-09 14:19:57,511 INFO ___FILE_ONLY___ ═
296
+ 2024-12-09 14:19:57,513 INFO ___FILE_ONLY___ ═
297
+ 2024-12-09 14:19:57,514 INFO ___FILE_ONLY___ ═
298
+ 2024-12-09 14:19:57,516 INFO ___FILE_ONLY___ ═
299
+ 2024-12-09 14:19:57,516 INFO ___FILE_ONLY___ ╝
300
+
301
+ 2024-12-09 14:19:57,518 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
302
+
303
+ 2024-12-09 14:19:57,519 INFO ___FILE_ONLY___ ╠═ Downloading: Cloud Storage Command Line Tool ═╣
304
+
305
+ 2024-12-09 14:19:57,519 INFO ___FILE_ONLY___ ╚
306
+ 2024-12-09 14:19:57,527 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
307
+ 2024-12-09 14:19:57,643 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gsutil-20241011151610.tar.gz HTTP/1.1" 200 11831021
308
+ 2024-12-09 14:19:57,897 INFO ___FILE_ONLY___ ═
309
+ 2024-12-09 14:19:57,898 INFO ___FILE_ONLY___ ═
310
+ 2024-12-09 14:19:57,898 INFO ___FILE_ONLY___ ═
311
+ 2024-12-09 14:19:57,898 INFO ___FILE_ONLY___ ═
312
+ 2024-12-09 14:19:57,899 INFO ___FILE_ONLY___ ═
313
+ 2024-12-09 14:19:57,899 INFO ___FILE_ONLY___ ═
314
+ 2024-12-09 14:19:57,899 INFO ___FILE_ONLY___ ═
315
+ 2024-12-09 14:19:57,900 INFO ___FILE_ONLY___ ═
316
+ 2024-12-09 14:19:57,900 INFO ___FILE_ONLY___ ═
317
+ 2024-12-09 14:19:57,900 INFO ___FILE_ONLY___ ═
318
+ 2024-12-09 14:19:57,900 INFO ___FILE_ONLY___ ═
319
+ 2024-12-09 14:19:57,901 INFO ___FILE_ONLY___ ═
320
+ 2024-12-09 14:19:57,901 INFO ___FILE_ONLY___ ═
321
+ 2024-12-09 14:19:57,901 INFO ___FILE_ONLY___ ═
322
+ 2024-12-09 14:19:57,902 INFO ___FILE_ONLY___ ═
323
+ 2024-12-09 14:19:57,902 INFO ___FILE_ONLY___ ═
324
+ 2024-12-09 14:19:57,902 INFO ___FILE_ONLY___ ═
325
+ 2024-12-09 14:19:57,903 INFO ___FILE_ONLY___ ═
326
+ 2024-12-09 14:19:57,903 INFO ___FILE_ONLY___ ═
327
+ 2024-12-09 14:19:57,903 INFO ___FILE_ONLY___ ═
328
+ 2024-12-09 14:19:57,903 INFO ___FILE_ONLY___ ═
329
+ 2024-12-09 14:19:57,904 INFO ___FILE_ONLY___ ═
330
+ 2024-12-09 14:19:57,904 INFO ___FILE_ONLY___ ═
331
+ 2024-12-09 14:19:57,904 INFO ___FILE_ONLY___ ═
332
+ 2024-12-09 14:19:57,905 INFO ___FILE_ONLY___ ═
333
+ 2024-12-09 14:19:57,905 INFO ___FILE_ONLY___ ═
334
+ 2024-12-09 14:19:57,905 INFO ___FILE_ONLY___ ═
335
+ 2024-12-09 14:19:57,905 INFO ___FILE_ONLY___ ═
336
+ 2024-12-09 14:19:57,906 INFO ___FILE_ONLY___ ═
337
+ 2024-12-09 14:19:57,906 INFO ___FILE_ONLY___ ═
338
+ 2024-12-09 14:19:57,906 INFO ___FILE_ONLY___ ═
339
+ 2024-12-09 14:19:57,907 INFO ___FILE_ONLY___ ═
340
+ 2024-12-09 14:19:57,907 INFO ___FILE_ONLY___ ═
341
+ 2024-12-09 14:19:57,907 INFO ___FILE_ONLY___ ═
342
+ 2024-12-09 14:19:57,908 INFO ___FILE_ONLY___ ═
343
+ 2024-12-09 14:19:57,908 INFO ___FILE_ONLY___ ═
344
+ 2024-12-09 14:19:57,908 INFO ___FILE_ONLY___ ═
345
+ 2024-12-09 14:19:57,909 INFO ___FILE_ONLY___ ═
346
+ 2024-12-09 14:19:57,909 INFO ___FILE_ONLY___ ═
347
+ 2024-12-09 14:19:57,909 INFO ___FILE_ONLY___ ═
348
+ 2024-12-09 14:19:57,909 INFO ___FILE_ONLY___ ═
349
+ 2024-12-09 14:19:57,910 INFO ___FILE_ONLY___ ═
350
+ 2024-12-09 14:19:57,910 INFO ___FILE_ONLY___ ═
351
+ 2024-12-09 14:19:57,910 INFO ___FILE_ONLY___ ═
352
+ 2024-12-09 14:19:57,911 INFO ___FILE_ONLY___ ═
353
+ 2024-12-09 14:19:57,911 INFO ___FILE_ONLY___ ═
354
+ 2024-12-09 14:19:57,911 INFO ___FILE_ONLY___ ═
355
+ 2024-12-09 14:19:57,911 INFO ___FILE_ONLY___ ═
356
+ 2024-12-09 14:19:57,912 INFO ___FILE_ONLY___ ═
357
+ 2024-12-09 14:19:57,912 INFO ___FILE_ONLY___ ═
358
+ 2024-12-09 14:19:57,912 INFO ___FILE_ONLY___ ═
359
+ 2024-12-09 14:19:57,913 INFO ___FILE_ONLY___ ═
360
+ 2024-12-09 14:19:57,913 INFO ___FILE_ONLY___ ═
361
+ 2024-12-09 14:19:57,913 INFO ___FILE_ONLY___ ═
362
+ 2024-12-09 14:19:57,914 INFO ___FILE_ONLY___ ═
363
+ 2024-12-09 14:19:57,914 INFO ___FILE_ONLY___ ═
364
+ 2024-12-09 14:19:57,914 INFO ___FILE_ONLY___ ═
365
+ 2024-12-09 14:19:57,914 INFO ___FILE_ONLY___ ═
366
+ 2024-12-09 14:19:57,915 INFO ___FILE_ONLY___ ═
367
+ 2024-12-09 14:19:57,915 INFO ___FILE_ONLY___ ═
368
+ 2024-12-09 14:19:57,915 INFO ___FILE_ONLY___ ╝
369
+
370
+ 2024-12-09 14:19:57,917 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
371
+
372
+ 2024-12-09 14:19:57,918 INFO ___FILE_ONLY___ ╠═ Downloading: Cloud Storage Command Line Tool (Platfor... ═╣
373
+
374
+ 2024-12-09 14:19:57,918 INFO ___FILE_ONLY___ ╚
375
+ 2024-12-09 14:19:57,921 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
376
+ 2024-12-09 14:19:57,993 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gsutil-nix-20240830134514.tar.gz HTTP/1.1" 200 1928
377
+ 2024-12-09 14:19:57,993 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
378
+ 2024-12-09 14:19:57,994 INFO ___FILE_ONLY___ ╝
379
+
380
+ 2024-12-09 14:19:57,996 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
381
+
382
+ 2024-12-09 14:19:57,996 INFO ___FILE_ONLY___ ╠═ Downloading: Default set of gcloud commands ═╣
383
+
384
+ 2024-12-09 14:19:57,996 INFO ___FILE_ONLY___ ╚
385
+ 2024-12-09 14:19:57,996 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
386
+ 2024-12-09 14:19:57,996 INFO ___FILE_ONLY___ ╝
387
+
388
+ 2024-12-09 14:19:57,998 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
389
+
390
+ 2024-12-09 14:19:57,998 INFO ___FILE_ONLY___ ╠═ Downloading: Google Cloud CLI Core Libraries (Platfor... ═╣
391
+
392
+ 2024-12-09 14:19:57,998 INFO ___FILE_ONLY___ ╚
393
+ 2024-12-09 14:19:58,001 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
394
+ 2024-12-09 14:19:58,071 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-core-nix-20240830134514.tar.gz HTTP/1.1" 200 2306
395
+ 2024-12-09 14:19:58,072 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
396
+ 2024-12-09 14:19:58,072 INFO ___FILE_ONLY___ ╝
397
+
398
+ 2024-12-09 14:19:58,074 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
399
+
400
+ 2024-12-09 14:19:58,074 INFO ___FILE_ONLY___ ╠═ Downloading: Google Cloud CRC32C Hash Tool ═╣
401
+
402
+ 2024-12-09 14:19:58,074 INFO ___FILE_ONLY___ ╚
403
+ 2024-12-09 14:19:58,074 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
404
+ 2024-12-09 14:19:58,074 INFO ___FILE_ONLY___ ╝
405
+
406
+ 2024-12-09 14:19:58,076 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
407
+
408
+ 2024-12-09 14:19:58,076 INFO ___FILE_ONLY___ ╠═ Downloading: Google Cloud CRC32C Hash Tool (Platform ... ═╣
409
+
410
+ 2024-12-09 14:19:58,076 INFO ___FILE_ONLY___ ╚
411
+ 2024-12-09 14:19:58,079 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
412
+ 2024-12-09 14:19:58,264 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gcloud-crc32c-linux-x86_64-20240712142834.tar.gz HTTP/1.1" 200 1350263
413
+ 2024-12-09 14:19:58,384 INFO ___FILE_ONLY___ ═
414
+ 2024-12-09 14:19:58,384 INFO ___FILE_ONLY___ ═
415
+ 2024-12-09 14:19:58,384 INFO ___FILE_ONLY___ ═
416
+ 2024-12-09 14:19:58,384 INFO ___FILE_ONLY___ ═
417
+ 2024-12-09 14:19:58,384 INFO ___FILE_ONLY___ ═
418
+ 2024-12-09 14:19:58,384 INFO ___FILE_ONLY___ ═
419
+ 2024-12-09 14:19:58,384 INFO ___FILE_ONLY___ ═
420
+ 2024-12-09 14:19:58,384 INFO ___FILE_ONLY___ ═
421
+ 2024-12-09 14:19:58,385 INFO ___FILE_ONLY___ ═
422
+ 2024-12-09 14:19:58,385 INFO ___FILE_ONLY___ ═
423
+ 2024-12-09 14:19:58,385 INFO ___FILE_ONLY___ ═
424
+ 2024-12-09 14:19:58,385 INFO ___FILE_ONLY___ ═
425
+ 2024-12-09 14:19:58,385 INFO ___FILE_ONLY___ ═
426
+ 2024-12-09 14:19:58,385 INFO ___FILE_ONLY___ ═
427
+ 2024-12-09 14:19:58,385 INFO ___FILE_ONLY___ ═
428
+ 2024-12-09 14:19:58,385 INFO ___FILE_ONLY___ ═
429
+ 2024-12-09 14:19:58,385 INFO ___FILE_ONLY___ ═
430
+ 2024-12-09 14:19:58,385 INFO ___FILE_ONLY___ ═
431
+ 2024-12-09 14:19:58,385 INFO ___FILE_ONLY___ ═
432
+ 2024-12-09 14:19:58,386 INFO ___FILE_ONLY___ ═
433
+ 2024-12-09 14:19:58,386 INFO ___FILE_ONLY___ ═
434
+ 2024-12-09 14:19:58,386 INFO ___FILE_ONLY___ ═
435
+ 2024-12-09 14:19:58,386 INFO ___FILE_ONLY___ ═
436
+ 2024-12-09 14:19:58,386 INFO ___FILE_ONLY___ ═
437
+ 2024-12-09 14:19:58,386 INFO ___FILE_ONLY___ ═
438
+ 2024-12-09 14:19:58,386 INFO ___FILE_ONLY___ ═
439
+ 2024-12-09 14:19:58,386 INFO ___FILE_ONLY___ ═
440
+ 2024-12-09 14:19:58,386 INFO ___FILE_ONLY___ ═
441
+ 2024-12-09 14:19:58,386 INFO ___FILE_ONLY___ ═
442
+ 2024-12-09 14:19:58,386 INFO ___FILE_ONLY___ ═
443
+ 2024-12-09 14:19:58,387 INFO ___FILE_ONLY___ ═
444
+ 2024-12-09 14:19:58,387 INFO ___FILE_ONLY___ ═
445
+ 2024-12-09 14:19:58,387 INFO ___FILE_ONLY___ ═
446
+ 2024-12-09 14:19:58,387 INFO ___FILE_ONLY___ ═
447
+ 2024-12-09 14:19:58,387 INFO ___FILE_ONLY___ ═
448
+ 2024-12-09 14:19:58,387 INFO ___FILE_ONLY___ ═
449
+ 2024-12-09 14:19:58,387 INFO ___FILE_ONLY___ ═
450
+ 2024-12-09 14:19:58,387 INFO ___FILE_ONLY___ ═
451
+ 2024-12-09 14:19:58,387 INFO ___FILE_ONLY___ ═
452
+ 2024-12-09 14:19:58,387 INFO ___FILE_ONLY___ ═
453
+ 2024-12-09 14:19:58,387 INFO ___FILE_ONLY___ ═
454
+ 2024-12-09 14:19:58,388 INFO ___FILE_ONLY___ ═
455
+ 2024-12-09 14:19:58,388 INFO ___FILE_ONLY___ ═
456
+ 2024-12-09 14:19:58,388 INFO ___FILE_ONLY___ ═
457
+ 2024-12-09 14:19:58,388 INFO ___FILE_ONLY___ ═
458
+ 2024-12-09 14:19:58,388 INFO ___FILE_ONLY___ ═
459
+ 2024-12-09 14:19:58,388 INFO ___FILE_ONLY___ ═
460
+ 2024-12-09 14:19:58,388 INFO ___FILE_ONLY___ ═
461
+ 2024-12-09 14:19:58,388 INFO ___FILE_ONLY___ ═
462
+ 2024-12-09 14:19:58,388 INFO ___FILE_ONLY___ ═
463
+ 2024-12-09 14:19:58,388 INFO ___FILE_ONLY___ ═
464
+ 2024-12-09 14:19:58,388 INFO ___FILE_ONLY___ ═
465
+ 2024-12-09 14:19:58,389 INFO ___FILE_ONLY___ ═
466
+ 2024-12-09 14:19:58,389 INFO ___FILE_ONLY___ ═
467
+ 2024-12-09 14:19:58,389 INFO ___FILE_ONLY___ ═
468
+ 2024-12-09 14:19:58,389 INFO ___FILE_ONLY___ ═
469
+ 2024-12-09 14:19:58,389 INFO ___FILE_ONLY___ ═
470
+ 2024-12-09 14:19:58,389 INFO ___FILE_ONLY___ ═
471
+ 2024-12-09 14:19:58,389 INFO ___FILE_ONLY___ ═
472
+ 2024-12-09 14:19:58,389 INFO ___FILE_ONLY___ ═
473
+ 2024-12-09 14:19:58,389 INFO ___FILE_ONLY___ ╝
474
+
475
+ 2024-12-09 14:19:58,391 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
476
+
477
+ 2024-12-09 14:19:58,392 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud cli dependencies (Platform Specific) ═╣
478
+
479
+ 2024-12-09 14:19:58,392 INFO ___FILE_ONLY___ ╚
480
+ 2024-12-09 14:19:58,395 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
481
+ 2024-12-09 14:19:58,555 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
482
+ 2024-12-09 14:19:58,556 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
483
+ 2024-12-09 14:19:58,556 INFO ___FILE_ONLY___ ╝
484
+
485
+ 2024-12-09 14:19:58,558 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
486
+
487
+ 2024-12-09 14:19:58,558 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool ═╣
488
+
489
+ 2024-12-09 14:19:58,558 INFO ___FILE_ONLY___ ╚
490
+ 2024-12-09 14:19:58,652 INFO ___FILE_ONLY___ ═
491
+ 2024-12-09 14:19:58,655 INFO ___FILE_ONLY___ ═
492
+ 2024-12-09 14:19:58,658 INFO ___FILE_ONLY___ ═
493
+ 2024-12-09 14:19:58,661 INFO ___FILE_ONLY___ ═
494
+ 2024-12-09 14:19:58,663 INFO ___FILE_ONLY___ ═
495
+ 2024-12-09 14:19:58,666 INFO ___FILE_ONLY___ ═
496
+ 2024-12-09 14:19:58,668 INFO ___FILE_ONLY___ ═
497
+ 2024-12-09 14:19:58,671 INFO ___FILE_ONLY___ ═
498
+ 2024-12-09 14:19:58,673 INFO ___FILE_ONLY___ ═
499
+ 2024-12-09 14:19:58,675 INFO ___FILE_ONLY___ ═
500
+ 2024-12-09 14:19:58,677 INFO ___FILE_ONLY___ ═
501
+ 2024-12-09 14:19:58,679 INFO ___FILE_ONLY___ ═
502
+ 2024-12-09 14:19:58,682 INFO ___FILE_ONLY___ ═
503
+ 2024-12-09 14:19:58,684 INFO ___FILE_ONLY___ ═
504
+ 2024-12-09 14:19:58,686 INFO ___FILE_ONLY___ ═
505
+ 2024-12-09 14:19:58,689 INFO ___FILE_ONLY___ ═
506
+ 2024-12-09 14:19:58,691 INFO ___FILE_ONLY___ ═
507
+ 2024-12-09 14:19:58,694 INFO ___FILE_ONLY___ ═
508
+ 2024-12-09 14:19:58,696 INFO ___FILE_ONLY___ ═
509
+ 2024-12-09 14:19:58,699 INFO ___FILE_ONLY___ ═
510
+ 2024-12-09 14:19:58,701 INFO ___FILE_ONLY___ ═
511
+ 2024-12-09 14:19:58,704 INFO ___FILE_ONLY___ ═
512
+ 2024-12-09 14:19:58,705 INFO ___FILE_ONLY___ ═
513
+ 2024-12-09 14:19:58,707 INFO ___FILE_ONLY___ ═
514
+ 2024-12-09 14:19:58,710 INFO ___FILE_ONLY___ ═
515
+ 2024-12-09 14:19:58,712 INFO ___FILE_ONLY___ ═
516
+ 2024-12-09 14:19:58,714 INFO ___FILE_ONLY___ ═
517
+ 2024-12-09 14:19:58,717 INFO ___FILE_ONLY___ ═
518
+ 2024-12-09 14:19:58,721 INFO ___FILE_ONLY___ ═
519
+ 2024-12-09 14:19:58,723 INFO ___FILE_ONLY___ ═
520
+ 2024-12-09 14:19:58,725 INFO ___FILE_ONLY___ ═
521
+ 2024-12-09 14:19:58,728 INFO ___FILE_ONLY___ ═
522
+ 2024-12-09 14:19:58,731 INFO ___FILE_ONLY___ ═
523
+ 2024-12-09 14:19:58,734 INFO ___FILE_ONLY___ ═
524
+ 2024-12-09 14:19:58,743 INFO ___FILE_ONLY___ ═
525
+ 2024-12-09 14:19:58,744 INFO ___FILE_ONLY___ ═
526
+ 2024-12-09 14:19:58,747 INFO ___FILE_ONLY___ ═
527
+ 2024-12-09 14:19:58,752 INFO ___FILE_ONLY___ ═
528
+ 2024-12-09 14:19:58,754 INFO ___FILE_ONLY___ ═
529
+ 2024-12-09 14:19:58,757 INFO ___FILE_ONLY___ ═
530
+ 2024-12-09 14:19:58,759 INFO ___FILE_ONLY___ ═
531
+ 2024-12-09 14:19:58,761 INFO ___FILE_ONLY___ ═
532
+ 2024-12-09 14:19:58,766 INFO ___FILE_ONLY___ ═
533
+ 2024-12-09 14:19:58,769 INFO ___FILE_ONLY___ ═
534
+ 2024-12-09 14:19:58,771 INFO ___FILE_ONLY___ ═
535
+ 2024-12-09 14:19:58,773 INFO ___FILE_ONLY___ ═
536
+ 2024-12-09 14:19:58,775 INFO ___FILE_ONLY___ ═
537
+ 2024-12-09 14:19:58,777 INFO ___FILE_ONLY___ ═
538
+ 2024-12-09 14:19:58,779 INFO ___FILE_ONLY___ ═
539
+ 2024-12-09 14:19:58,782 INFO ___FILE_ONLY___ ═
540
+ 2024-12-09 14:19:58,784 INFO ___FILE_ONLY___ ═
541
+ 2024-12-09 14:19:58,786 INFO ___FILE_ONLY___ ═
542
+ 2024-12-09 14:19:58,788 INFO ___FILE_ONLY___ ═
543
+ 2024-12-09 14:19:58,790 INFO ___FILE_ONLY___ ═
544
+ 2024-12-09 14:19:58,793 INFO ___FILE_ONLY___ ═
545
+ 2024-12-09 14:19:58,794 INFO ___FILE_ONLY___ ═
546
+ 2024-12-09 14:19:58,796 INFO ___FILE_ONLY___ ═
547
+ 2024-12-09 14:19:58,799 INFO ___FILE_ONLY___ ═
548
+ 2024-12-09 14:19:58,801 INFO ___FILE_ONLY___ ═
549
+ 2024-12-09 14:19:58,803 INFO ___FILE_ONLY___ ═
550
+ 2024-12-09 14:19:58,803 INFO ___FILE_ONLY___ ╝
551
+
552
+ 2024-12-09 14:19:58,817 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
553
+
554
+ 2024-12-09 14:19:58,817 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool (Platform Spec... ═╣
555
+
556
+ 2024-12-09 14:19:58,817 INFO ___FILE_ONLY___ ╚
557
+ 2024-12-09 14:19:58,818 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
558
+ 2024-12-09 14:19:58,818 INFO ___FILE_ONLY___ ╝
559
+
560
+ 2024-12-09 14:19:58,823 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
561
+
562
+ 2024-12-09 14:19:58,823 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.11 ═╣
563
+
564
+ 2024-12-09 14:19:58,823 INFO ___FILE_ONLY___ ╚
565
+ 2024-12-09 14:19:58,826 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
566
+ 2024-12-09 14:19:58,826 INFO ___FILE_ONLY___ ╝
567
+
568
+ 2024-12-09 14:19:58,828 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
569
+
570
+ 2024-12-09 14:19:58,828 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.11 (Platform Specific) ═╣
571
+
572
+ 2024-12-09 14:19:58,828 INFO ___FILE_ONLY___ ╚
573
+ 2024-12-09 14:20:00,702 INFO ___FILE_ONLY___ ═
574
+ 2024-12-09 14:20:00,718 INFO ___FILE_ONLY___ ═
575
+ 2024-12-09 14:20:00,732 INFO ___FILE_ONLY___ ═
576
+ 2024-12-09 14:20:00,745 INFO ___FILE_ONLY___ ═
577
+ 2024-12-09 14:20:00,757 INFO ___FILE_ONLY___ ═
578
+ 2024-12-09 14:20:00,771 INFO ___FILE_ONLY___ ═
579
+ 2024-12-09 14:20:00,784 INFO ___FILE_ONLY___ ═
580
+ 2024-12-09 14:20:00,796 INFO ___FILE_ONLY___ ═
581
+ 2024-12-09 14:20:00,810 INFO ___FILE_ONLY___ ═
582
+ 2024-12-09 14:20:00,822 INFO ___FILE_ONLY___ ═
583
+ 2024-12-09 14:20:00,834 INFO ___FILE_ONLY___ ═
584
+ 2024-12-09 14:20:00,846 INFO ___FILE_ONLY___ ═
585
+ 2024-12-09 14:20:00,859 INFO ___FILE_ONLY___ ═
586
+ 2024-12-09 14:20:00,872 INFO ___FILE_ONLY___ ═
587
+ 2024-12-09 14:20:00,885 INFO ___FILE_ONLY___ ═
588
+ 2024-12-09 14:20:00,900 INFO ___FILE_ONLY___ ═
589
+ 2024-12-09 14:20:00,913 INFO ___FILE_ONLY___ ═
590
+ 2024-12-09 14:20:00,926 INFO ___FILE_ONLY___ ═
591
+ 2024-12-09 14:20:00,939 INFO ___FILE_ONLY___ ═
592
+ 2024-12-09 14:20:00,952 INFO ___FILE_ONLY___ ═
593
+ 2024-12-09 14:20:00,965 INFO ___FILE_ONLY___ ═
594
+ 2024-12-09 14:20:00,980 INFO ___FILE_ONLY___ ═
595
+ 2024-12-09 14:20:00,994 INFO ___FILE_ONLY___ ═
596
+ 2024-12-09 14:20:01,008 INFO ___FILE_ONLY___ ═
597
+ 2024-12-09 14:20:01,021 INFO ___FILE_ONLY___ ═
598
+ 2024-12-09 14:20:01,034 INFO ___FILE_ONLY___ ═
599
+ 2024-12-09 14:20:01,047 INFO ___FILE_ONLY___ ═
600
+ 2024-12-09 14:20:01,059 INFO ___FILE_ONLY___ ═
601
+ 2024-12-09 14:20:01,073 INFO ___FILE_ONLY___ ═
602
+ 2024-12-09 14:20:01,085 INFO ___FILE_ONLY___ ═
603
+ 2024-12-09 14:20:01,097 INFO ___FILE_ONLY___ ═
604
+ 2024-12-09 14:20:01,110 INFO ___FILE_ONLY___ ═
605
+ 2024-12-09 14:20:01,123 INFO ___FILE_ONLY___ ═
606
+ 2024-12-09 14:20:01,136 INFO ___FILE_ONLY___ ═
607
+ 2024-12-09 14:20:01,149 INFO ___FILE_ONLY___ ═
608
+ 2024-12-09 14:20:01,162 INFO ___FILE_ONLY___ ═
609
+ 2024-12-09 14:20:01,897 INFO ___FILE_ONLY___ ═
610
+ 2024-12-09 14:20:01,932 INFO ___FILE_ONLY___ ═
611
+ 2024-12-09 14:20:01,960 INFO ___FILE_ONLY___ ═
612
+ 2024-12-09 14:20:01,981 INFO ___FILE_ONLY___ ═
613
+ 2024-12-09 14:20:02,002 INFO ___FILE_ONLY___ ═
614
+ 2024-12-09 14:20:02,140 INFO ___FILE_ONLY___ ═
615
+ 2024-12-09 14:20:02,168 INFO ___FILE_ONLY___ ═
616
+ 2024-12-09 14:20:02,187 INFO ___FILE_ONLY___ ═
617
+ 2024-12-09 14:20:02,204 INFO ___FILE_ONLY___ ═
618
+ 2024-12-09 14:20:02,224 INFO ___FILE_ONLY___ ═
619
+ 2024-12-09 14:20:02,254 INFO ___FILE_ONLY___ ═
620
+ 2024-12-09 14:20:02,278 INFO ___FILE_ONLY___ ═
621
+ 2024-12-09 14:20:02,297 INFO ___FILE_ONLY___ ═
622
+ 2024-12-09 14:20:02,313 INFO ___FILE_ONLY___ ═
623
+ 2024-12-09 14:20:02,407 INFO ___FILE_ONLY___ ═
624
+ 2024-12-09 14:20:02,427 INFO ___FILE_ONLY___ ═
625
+ 2024-12-09 14:20:02,446 INFO ___FILE_ONLY___ ═
626
+ 2024-12-09 14:20:02,465 INFO ___FILE_ONLY___ ═
627
+ 2024-12-09 14:20:02,511 INFO ___FILE_ONLY___ ═
628
+ 2024-12-09 14:20:02,875 INFO ___FILE_ONLY___ ═
629
+ 2024-12-09 14:20:02,894 INFO ___FILE_ONLY___ ═
630
+ 2024-12-09 14:20:02,917 INFO ___FILE_ONLY___ ═
631
+ 2024-12-09 14:20:02,936 INFO ___FILE_ONLY___ ═
632
+ 2024-12-09 14:20:03,304 INFO ___FILE_ONLY___ ═
633
+ 2024-12-09 14:20:03,304 INFO ___FILE_ONLY___ ╝
634
+
635
+ 2024-12-09 14:20:03,373 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
636
+
637
+ 2024-12-09 14:20:03,373 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool ═╣
638
+
639
+ 2024-12-09 14:20:03,373 INFO ___FILE_ONLY___ ╚
640
+ 2024-12-09 14:20:03,881 INFO ___FILE_ONLY___ ═
641
+ 2024-12-09 14:20:03,896 INFO ___FILE_ONLY___ ═
642
+ 2024-12-09 14:20:03,917 INFO ___FILE_ONLY___ ═
643
+ 2024-12-09 14:20:03,936 INFO ___FILE_ONLY___ ═
644
+ 2024-12-09 14:20:03,952 INFO ___FILE_ONLY___ ═
645
+ 2024-12-09 14:20:03,961 INFO ___FILE_ONLY___ ═
646
+ 2024-12-09 14:20:03,971 INFO ___FILE_ONLY___ ═
647
+ 2024-12-09 14:20:03,981 INFO ___FILE_ONLY___ ═
648
+ 2024-12-09 14:20:03,990 INFO ___FILE_ONLY___ ═
649
+ 2024-12-09 14:20:04,000 INFO ___FILE_ONLY___ ═
650
+ 2024-12-09 14:20:04,011 INFO ___FILE_ONLY___ ═
651
+ 2024-12-09 14:20:04,022 INFO ___FILE_ONLY___ ═
652
+ 2024-12-09 14:20:04,039 INFO ___FILE_ONLY___ ═
653
+ 2024-12-09 14:20:04,051 INFO ___FILE_ONLY___ ═
654
+ 2024-12-09 14:20:04,064 INFO ___FILE_ONLY___ ═
655
+ 2024-12-09 14:20:04,078 INFO ___FILE_ONLY___ ═
656
+ 2024-12-09 14:20:04,092 INFO ___FILE_ONLY___ ═
657
+ 2024-12-09 14:20:04,106 INFO ___FILE_ONLY___ ═
658
+ 2024-12-09 14:20:04,119 INFO ___FILE_ONLY___ ═
659
+ 2024-12-09 14:20:04,133 INFO ___FILE_ONLY___ ═
660
+ 2024-12-09 14:20:04,147 INFO ___FILE_ONLY___ ═
661
+ 2024-12-09 14:20:04,164 INFO ___FILE_ONLY___ ═
662
+ 2024-12-09 14:20:04,176 INFO ___FILE_ONLY___ ═
663
+ 2024-12-09 14:20:04,189 INFO ___FILE_ONLY___ ═
664
+ 2024-12-09 14:20:04,204 INFO ___FILE_ONLY___ ═
665
+ 2024-12-09 14:20:04,220 INFO ___FILE_ONLY___ ═
666
+ 2024-12-09 14:20:04,238 INFO ___FILE_ONLY___ ═
667
+ 2024-12-09 14:20:04,262 INFO ___FILE_ONLY___ ═
668
+ 2024-12-09 14:20:04,292 INFO ___FILE_ONLY___ ═
669
+ 2024-12-09 14:20:04,312 INFO ___FILE_ONLY___ ═
670
+ 2024-12-09 14:20:04,326 INFO ___FILE_ONLY___ ═
671
+ 2024-12-09 14:20:04,342 INFO ___FILE_ONLY___ ═
672
+ 2024-12-09 14:20:04,355 INFO ___FILE_ONLY___ ═
673
+ 2024-12-09 14:20:04,364 INFO ___FILE_ONLY___ ═
674
+ 2024-12-09 14:20:04,377 INFO ___FILE_ONLY___ ═
675
+ 2024-12-09 14:20:04,390 INFO ___FILE_ONLY___ ═
676
+ 2024-12-09 14:20:04,401 INFO ___FILE_ONLY___ ═
677
+ 2024-12-09 14:20:04,411 INFO ___FILE_ONLY___ ═
678
+ 2024-12-09 14:20:04,422 INFO ___FILE_ONLY___ ═
679
+ 2024-12-09 14:20:04,434 INFO ___FILE_ONLY___ ═
680
+ 2024-12-09 14:20:04,469 INFO ___FILE_ONLY___ ═
681
+ 2024-12-09 14:20:04,485 INFO ___FILE_ONLY___ ═
682
+ 2024-12-09 14:20:04,497 INFO ___FILE_ONLY___ ═
683
+ 2024-12-09 14:20:04,511 INFO ___FILE_ONLY___ ═
684
+ 2024-12-09 14:20:04,520 INFO ___FILE_ONLY___ ═
685
+ 2024-12-09 14:20:04,530 INFO ___FILE_ONLY___ ═
686
+ 2024-12-09 14:20:04,542 INFO ___FILE_ONLY___ ═
687
+ 2024-12-09 14:20:04,554 INFO ___FILE_ONLY___ ═
688
+ 2024-12-09 14:20:04,580 INFO ___FILE_ONLY___ ═
689
+ 2024-12-09 14:20:04,599 INFO ___FILE_ONLY___ ═
690
+ 2024-12-09 14:20:04,617 INFO ___FILE_ONLY___ ═
691
+ 2024-12-09 14:20:04,627 INFO ___FILE_ONLY___ ═
692
+ 2024-12-09 14:20:04,643 INFO ___FILE_ONLY___ ═
693
+ 2024-12-09 14:20:04,655 INFO ___FILE_ONLY___ ═
694
+ 2024-12-09 14:20:04,669 INFO ___FILE_ONLY___ ═
695
+ 2024-12-09 14:20:04,686 INFO ___FILE_ONLY___ ═
696
+ 2024-12-09 14:20:04,699 INFO ___FILE_ONLY___ ═
697
+ 2024-12-09 14:20:04,712 INFO ___FILE_ONLY___ ═
698
+ 2024-12-09 14:20:04,722 INFO ___FILE_ONLY___ ═
699
+ 2024-12-09 14:20:04,732 INFO ___FILE_ONLY___ ═
700
+ 2024-12-09 14:20:04,732 INFO ___FILE_ONLY___ ╝
701
+
702
+ 2024-12-09 14:20:04,775 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
703
+
704
+ 2024-12-09 14:20:04,775 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool (Platform... ═╣
705
+
706
+ 2024-12-09 14:20:04,775 INFO ___FILE_ONLY___ ╚
707
+ 2024-12-09 14:20:04,776 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
708
+ 2024-12-09 14:20:04,776 INFO ___FILE_ONLY___ ╝
709
+
710
+ 2024-12-09 14:20:04,781 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
711
+
712
+ 2024-12-09 14:20:04,781 INFO ___FILE_ONLY___ ╠═ Installing: Default set of gcloud commands ═╣
713
+
714
+ 2024-12-09 14:20:04,782 INFO ___FILE_ONLY___ ╚
715
+ 2024-12-09 14:20:04,785 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
716
+ 2024-12-09 14:20:04,785 INFO ___FILE_ONLY___ ╝
717
+
718
+ 2024-12-09 14:20:04,786 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
719
+
720
+ 2024-12-09 14:20:04,787 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CLI Core Libraries (Platform... ═╣
721
+
722
+ 2024-12-09 14:20:04,787 INFO ___FILE_ONLY___ ╚
723
+ 2024-12-09 14:20:04,788 INFO ___FILE_ONLY___ ══════════════════════════════
724
+ 2024-12-09 14:20:04,788 INFO ___FILE_ONLY___ ══════════════════════════════
725
+ 2024-12-09 14:20:04,788 INFO ___FILE_ONLY___ ╝
726
+
727
+ 2024-12-09 14:20:04,794 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
728
+
729
+ 2024-12-09 14:20:04,794 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool ═╣
730
+
731
+ 2024-12-09 14:20:04,794 INFO ___FILE_ONLY___ ╚
732
+ 2024-12-09 14:20:04,797 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
733
+ 2024-12-09 14:20:04,797 INFO ___FILE_ONLY___ ╝
734
+
735
+ 2024-12-09 14:20:04,799 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
736
+
737
+ 2024-12-09 14:20:04,799 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool (Platform S... ═╣
738
+
739
+ 2024-12-09 14:20:04,799 INFO ___FILE_ONLY___ ╚
740
+ 2024-12-09 14:20:04,834 INFO ___FILE_ONLY___ ══════════════════════════════
741
+ 2024-12-09 14:20:04,835 INFO ___FILE_ONLY___ ══════════════════════════════
742
+ 2024-12-09 14:20:04,835 INFO ___FILE_ONLY___ ╝
743
+
744
+ 2024-12-09 14:20:04,841 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
745
+
746
+ 2024-12-09 14:20:04,841 INFO ___FILE_ONLY___ ╠═ Installing: gcloud cli dependencies (Platform Specific) ═╣
747
+
748
+ 2024-12-09 14:20:04,841 INFO ___FILE_ONLY___ ╚
749
+ 2024-12-09 14:20:04,841 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
750
+ 2024-12-09 14:20:04,841 INFO ___FILE_ONLY___ ╝
751
+
752
+ 2024-12-09 14:20:04,848 DEBUG root Updating notification cache...
753
+ 2024-12-09 14:20:04,848 INFO ___FILE_ONLY___
754
+
755
+ 2024-12-09 14:20:04,850 INFO ___FILE_ONLY___ Performing post processing steps...
756
+ 2024-12-09 14:20:04,850 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
757
+ 2024-12-09 14:20:14,411 DEBUG ___FILE_ONLY___
758
+ 2024-12-09 14:20:14,411 DEBUG ___FILE_ONLY___
759
+ 2024-12-09 14:20:14,626 INFO ___FILE_ONLY___
760
+ Update done!
761
+
762
+
763
+ 2024-12-09 14:20:14,629 DEBUG root Chosen display Format:none
764
+ 2024-12-09 14:20:14,630 INFO root Display format: "none"
.config/logs/2024.12.09/14.20.05.286403.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2024-12-09 14:20:05,287 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-12-09 14:20:05,289 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2024-12-09 14:20:05,291 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2024-12-09 14:20:14,319 DEBUG root Chosen display Format:none
5
+ 2024-12-09 14:20:14,319 INFO root Display format: "none"
.config/logs/2024.12.09/14.20.15.174962.log ADDED
@@ -0,0 +1,152 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-12-09 14:20:15,175 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-12-09 14:20:15,177 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
3
+ 2024-12-09 14:20:15,179 DEBUG root Running [gcloud.components.update] with arguments: [--quiet: "True", COMPONENT-IDS:8: "['gcloud', 'core', 'bq', 'gsutil', 'compute', 'preview', 'alpha', 'beta']"]
4
+ 2024-12-09 14:20:15,180 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
5
+
6
+ 2024-12-09 14:20:15,189 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
7
+ 2024-12-09 14:20:15,281 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components-2.json HTTP/1.1" 200 227816
8
+ 2024-12-09 14:20:15,297 WARNING root Component [compute] no longer exists.
9
+ 2024-12-09 14:20:15,298 INFO ___FILE_ONLY___
10
+
11
+ 2024-12-09 14:20:15,299 INFO ___FILE_ONLY___
12
+ Your current Google Cloud CLI version is: 502.0.0
13
+
14
+ 2024-12-09 14:20:15,299 INFO ___FILE_ONLY___ Installing components from version: 502.0.0
15
+
16
+ 2024-12-09 14:20:15,299 INFO ___FILE_ONLY___
17
+
18
+ 2024-12-09 14:20:15,299 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)
19
+ 2024-12-09 14:20:15,300 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)
20
+ 2024-12-09 14:20:15,300 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)
21
+ 2024-12-09 14:20:15,316 INFO ___FILE_ONLY___ ┌────────────────────────────────────────────────┐
22
+ 2024-12-09 14:20:15,316 INFO ___FILE_ONLY___
23
+
24
+ 2024-12-09 14:20:15,316 INFO ___FILE_ONLY___ │ These components will be installed. │
25
+ 2024-12-09 14:20:15,316 INFO ___FILE_ONLY___
26
+
27
+ 2024-12-09 14:20:15,316 INFO ___FILE_ONLY___ ├─────────────────────────┬────────────┬─────────┤
28
+ 2024-12-09 14:20:15,316 INFO ___FILE_ONLY___
29
+
30
+ 2024-12-09 14:20:15,316 INFO ___FILE_ONLY___ │ Name │ Version │ Size │
31
+ 2024-12-09 14:20:15,316 INFO ___FILE_ONLY___
32
+
33
+ 2024-12-09 14:20:15,316 INFO ___FILE_ONLY___ ├─────────────────────────┼────────────┼─────────┤
34
+ 2024-12-09 14:20:15,317 INFO ___FILE_ONLY___
35
+
36
+ 2024-12-09 14:20:15,317 INFO ___FILE_ONLY___ │
37
+ 2024-12-09 14:20:15,317 INFO ___FILE_ONLY___ gcloud Alpha Commands
38
+ 2024-12-09 14:20:15,317 INFO ___FILE_ONLY___
39
+ 2024-12-09 14:20:15,317 INFO ___FILE_ONLY___ │
40
+ 2024-12-09 14:20:15,317 INFO ___FILE_ONLY___ 2024.11.15
41
+ 2024-12-09 14:20:15,317 INFO ___FILE_ONLY___
42
+ 2024-12-09 14:20:15,317 INFO ___FILE_ONLY___ │
43
+ 2024-12-09 14:20:15,317 INFO ___FILE_ONLY___ < 1 MiB
44
+ 2024-12-09 14:20:15,317 INFO ___FILE_ONLY___
45
+ 2024-12-09 14:20:15,317 INFO ___FILE_ONLY___ │
46
+ 2024-12-09 14:20:15,317 INFO ___FILE_ONLY___
47
+
48
+ 2024-12-09 14:20:15,317 INFO ___FILE_ONLY___ │
49
+ 2024-12-09 14:20:15,317 INFO ___FILE_ONLY___ gcloud Beta Commands
50
+ 2024-12-09 14:20:15,317 INFO ___FILE_ONLY___
51
+ 2024-12-09 14:20:15,317 INFO ___FILE_ONLY___ │
52
+ 2024-12-09 14:20:15,317 INFO ___FILE_ONLY___ 2024.11.15
53
+ 2024-12-09 14:20:15,317 INFO ___FILE_ONLY___
54
+ 2024-12-09 14:20:15,318 INFO ___FILE_ONLY___ │
55
+ 2024-12-09 14:20:15,318 INFO ___FILE_ONLY___ < 1 MiB
56
+ 2024-12-09 14:20:15,318 INFO ___FILE_ONLY___
57
+ 2024-12-09 14:20:15,318 INFO ___FILE_ONLY___ │
58
+ 2024-12-09 14:20:15,318 INFO ___FILE_ONLY___
59
+
60
+ 2024-12-09 14:20:15,318 INFO ___FILE_ONLY___ │
61
+ 2024-12-09 14:20:15,318 INFO ___FILE_ONLY___ gcloud Preview Commands
62
+ 2024-12-09 14:20:15,318 INFO ___FILE_ONLY___
63
+ 2024-12-09 14:20:15,318 INFO ___FILE_ONLY___ │
64
+ 2024-12-09 14:20:15,318 INFO ___FILE_ONLY___
65
+ 2024-12-09 14:20:15,318 INFO ___FILE_ONLY___
66
+ 2024-12-09 14:20:15,318 INFO ___FILE_ONLY___ │
67
+ 2024-12-09 14:20:15,318 INFO ___FILE_ONLY___ < 1 MiB
68
+ 2024-12-09 14:20:15,318 INFO ___FILE_ONLY___
69
+ 2024-12-09 14:20:15,318 INFO ___FILE_ONLY___ │
70
+ 2024-12-09 14:20:15,318 INFO ___FILE_ONLY___
71
+
72
+ 2024-12-09 14:20:15,318 INFO ___FILE_ONLY___ └─────────────────────────┴──��─────────┴─────────┘
73
+ 2024-12-09 14:20:15,318 INFO ___FILE_ONLY___
74
+
75
+ 2024-12-09 14:20:15,319 INFO ___FILE_ONLY___
76
+
77
+ 2024-12-09 14:20:15,322 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
78
+ 2024-12-09 14:20:15,514 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/RELEASE_NOTES HTTP/1.1" 200 1314602
79
+ 2024-12-09 14:20:15,633 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
80
+ https://cloud.google.com/sdk/release_notes
81
+
82
+
83
+ 2024-12-09 14:20:15,633 INFO ___FILE_ONLY___ Performing in place update...
84
+
85
+
86
+ 2024-12-09 14:20:15,635 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
87
+
88
+ 2024-12-09 14:20:15,635 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Alpha Commands ═╣
89
+
90
+ 2024-12-09 14:20:15,635 INFO ___FILE_ONLY___ ╚
91
+ 2024-12-09 14:20:15,638 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
92
+ 2024-12-09 14:20:15,713 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-alpha-20241115154308.tar.gz HTTP/1.1" 200 800
93
+ 2024-12-09 14:20:15,713 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
94
+ 2024-12-09 14:20:15,714 INFO ___FILE_ONLY___ ╝
95
+
96
+ 2024-12-09 14:20:15,716 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
97
+
98
+ 2024-12-09 14:20:15,716 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Beta Commands ═╣
99
+
100
+ 2024-12-09 14:20:15,716 INFO ___FILE_ONLY___ ╚
101
+ 2024-12-09 14:20:15,719 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
102
+ 2024-12-09 14:20:15,888 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-beta-20241115154308.tar.gz HTTP/1.1" 200 797
103
+ 2024-12-09 14:20:15,889 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
104
+ 2024-12-09 14:20:15,889 INFO ___FILE_ONLY___ ╝
105
+
106
+ 2024-12-09 14:20:15,891 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
107
+
108
+ 2024-12-09 14:20:15,891 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Preview Commands ═╣
109
+
110
+ 2024-12-09 14:20:15,892 INFO ___FILE_ONLY___ ╚
111
+ 2024-12-09 14:20:15,895 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
112
+ 2024-12-09 14:20:16,004 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-preview-20241115154308.tar.gz HTTP/1.1" 200 823
113
+ 2024-12-09 14:20:16,005 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
114
+ 2024-12-09 14:20:16,005 INFO ___FILE_ONLY___ ╝
115
+
116
+ 2024-12-09 14:20:16,007 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
117
+
118
+ 2024-12-09 14:20:16,007 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Alpha Commands ═╣
119
+
120
+ 2024-12-09 14:20:16,007 INFO ___FILE_ONLY___ ╚
121
+ 2024-12-09 14:20:16,008 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
122
+ 2024-12-09 14:20:16,008 INFO ___FILE_ONLY___ ╝
123
+
124
+ 2024-12-09 14:20:16,020 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
125
+
126
+ 2024-12-09 14:20:16,020 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Beta Commands ═╣
127
+
128
+ 2024-12-09 14:20:16,020 INFO ___FILE_ONLY___ ╚
129
+ 2024-12-09 14:20:16,021 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
130
+ 2024-12-09 14:20:16,021 INFO ___FILE_ONLY___ ╝
131
+
132
+ 2024-12-09 14:20:16,026 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
133
+
134
+ 2024-12-09 14:20:16,026 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Preview Commands ═╣
135
+
136
+ 2024-12-09 14:20:16,026 INFO ___FILE_ONLY___ ╚
137
+ 2024-12-09 14:20:16,027 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
138
+ 2024-12-09 14:20:16,027 INFO ___FILE_ONLY___ ╝
139
+
140
+ 2024-12-09 14:20:16,034 DEBUG root Updating notification cache...
141
+ 2024-12-09 14:20:16,034 INFO ___FILE_ONLY___
142
+
143
+ 2024-12-09 14:20:16,036 INFO ___FILE_ONLY___ Performing post processing steps...
144
+ 2024-12-09 14:20:16,036 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
145
+ 2024-12-09 14:20:26,249 DEBUG ___FILE_ONLY___
146
+ 2024-12-09 14:20:26,249 DEBUG ___FILE_ONLY___
147
+ 2024-12-09 14:20:26,312 INFO ___FILE_ONLY___
148
+ Update done!
149
+
150
+
151
+ 2024-12-09 14:20:26,315 DEBUG root Chosen display Format:none
152
+ 2024-12-09 14:20:26,315 INFO root Display format: "none"
.config/logs/2024.12.09/14.20.16.487772.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2024-12-09 14:20:16,488 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-12-09 14:20:16,490 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2024-12-09 14:20:16,492 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2024-12-09 14:20:26,147 DEBUG root Chosen display Format:none
5
+ 2024-12-09 14:20:26,148 INFO root Display format: "none"
.config/logs/2024.12.09/14.20.26.855642.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2024-12-09 14:20:26,857 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2024-12-09 14:20:26,904 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2024-12-09 14:20:26,906 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "component_manager/disable_update_check", VALUE: "true"]
4
+ 2024-12-09 14:20:26,907 INFO ___FILE_ONLY___ Updated property [component_manager/disable_update_check].
5
+
6
+ 2024-12-09 14:20:26,908 DEBUG root Chosen display Format:default
7
+ 2024-12-09 14:20:26,909 INFO root Display format: "default"
8
+ 2024-12-09 14:20:26,909 DEBUG root SDK update checks are disabled.
.config/logs/2024.12.09/14.20.27.463655.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2024-12-09 14:20:27,465 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2024-12-09 14:20:27,511 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2024-12-09 14:20:27,514 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "compute/gce_metadata_read_timeout_sec", VALUE: "0"]
4
+ 2024-12-09 14:20:27,515 INFO ___FILE_ONLY___ Updated property [compute/gce_metadata_read_timeout_sec].
5
+
6
+ 2024-12-09 14:20:27,516 DEBUG root Chosen display Format:default
7
+ 2024-12-09 14:20:27,516 INFO root Display format: "default"
8
+ 2024-12-09 14:20:27,517 DEBUG root SDK update checks are disabled.
.gitattributes CHANGED
@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ sample_data/mnist_test.csv filter=lfs diff=lfs merge=lfs -text
37
+ sample_data/mnist_train_small.csv filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,76 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: transformers
3
+ license: mit
4
+ base_model: belisards/congretimbau
5
+ tags:
6
+ - generated_from_trainer
7
+ metrics:
8
+ - accuracy
9
+ - f1
10
+ - recall
11
+ - precision
12
+ model-index:
13
+ - name: belisards/congretimbau
14
+ results: []
15
+ ---
16
+
17
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
18
+ should probably proofread and complete it, then remove this comment. -->
19
+
20
+ # belisards/congretimbau
21
+
22
+ This model is a fine-tuned version of [belisards/congretimbau](https://huggingface.co/belisards/congretimbau) on the None dataset.
23
+ It achieves the following results on the evaluation set:
24
+ - Loss: 0.2121
25
+ - Accuracy: 0.7823
26
+ - F1: 0.7252
27
+ - Recall: 0.7628
28
+ - Precision: 0.7103
29
+
30
+ ## Model description
31
+
32
+ More information needed
33
+
34
+ ## Intended uses & limitations
35
+
36
+ More information needed
37
+
38
+ ## Training and evaluation data
39
+
40
+ More information needed
41
+
42
+ ## Training procedure
43
+
44
+ ### Training hyperparameters
45
+
46
+ The following hyperparameters were used during training:
47
+ - learning_rate: 1e-05
48
+ - train_batch_size: 32
49
+ - eval_batch_size: 32
50
+ - seed: 5151
51
+ - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
52
+ - lr_scheduler_type: linear
53
+ - lr_scheduler_warmup_steps: 200
54
+ - num_epochs: 18
55
+
56
+ ### Training results
57
+
58
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Recall | Precision |
59
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:------:|:---------:|
60
+ | 0.2495 | 1.0 | 35 | 0.3182 | 0.7143 | 0.5311 | 0.5380 | 0.5711 |
61
+ | 0.2596 | 2.0 | 70 | 0.2572 | 0.4911 | 0.4818 | 0.5557 | 0.5448 |
62
+ | 0.2321 | 3.0 | 105 | 0.2390 | 0.7232 | 0.6754 | 0.7011 | 0.6681 |
63
+ | 0.1769 | 4.0 | 140 | 0.2265 | 0.7054 | 0.6773 | 0.7339 | 0.6816 |
64
+ | 0.1614 | 5.0 | 175 | 0.2461 | 0.7054 | 0.6735 | 0.7227 | 0.6745 |
65
+ | 0.1027 | 6.0 | 210 | 0.2762 | 0.8125 | 0.7764 | 0.8062 | 0.7621 |
66
+ | 0.0832 | 7.0 | 245 | 0.3463 | 0.8036 | 0.7441 | 0.7441 | 0.7441 |
67
+ | 0.0354 | 8.0 | 280 | 0.6084 | 0.8214 | 0.7673 | 0.7673 | 0.7673 |
68
+ | 0.0068 | 9.0 | 315 | 0.6917 | 0.8214 | 0.7673 | 0.7673 | 0.7673 |
69
+
70
+
71
+ ### Framework versions
72
+
73
+ - Transformers 4.47.0
74
+ - Pytorch 2.5.1+cu121
75
+ - Datasets 3.2.0
76
+ - Tokenizers 0.21.0
config.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "belisards/congretimbau",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.05,
7
+ "classifier_dropout": null,
8
+ "directionality": "bidi",
9
+ "hidden_act": "gelu",
10
+ "hidden_dropout_prob": 0.05,
11
+ "hidden_size": 1024,
12
+ "id2label": {
13
+ "0": "0",
14
+ "1": "1"
15
+ },
16
+ "initializer_range": 0.02,
17
+ "intermediate_size": 4096,
18
+ "label2id": {
19
+ "0": 0,
20
+ "1": 1
21
+ },
22
+ "layer_norm_eps": 1e-12,
23
+ "max_position_embeddings": 512,
24
+ "model_type": "bert",
25
+ "num_attention_heads": 16,
26
+ "num_hidden_layers": 24,
27
+ "output_past": true,
28
+ "pad_token_id": 0,
29
+ "pooler_fc_size": 768,
30
+ "pooler_num_attention_heads": 12,
31
+ "pooler_num_fc_layers": 3,
32
+ "pooler_size_per_head": 128,
33
+ "pooler_type": "first_token_transform",
34
+ "position_embedding_type": "absolute",
35
+ "problem_type": "single_label_classification",
36
+ "torch_dtype": "float32",
37
+ "transformers_version": "4.47.0",
38
+ "type_vocab_size": 2,
39
+ "use_cache": true,
40
+ "vocab_size": 29794
41
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:adc10c8d645bee126d09306555285915adcb97bb437b44345f7c80ecd2c1a28e
3
+ size 1337640872
sample_data/README.md ADDED
@@ -0,0 +1,19 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ This directory includes a few sample datasets to get you started.
2
+
3
+ * `california_housing_data*.csv` is California housing data from the 1990 US
4
+ Census; more information is available at:
5
+ https://docs.google.com/document/d/e/2PACX-1vRhYtsvc5eOR2FWNCwaBiKL6suIOrxJig8LcSBbmCbyYsayia_DvPOOBlXZ4CAlQ5nlDD8kTaIDRwrN/pub
6
+
7
+ * `mnist_*.csv` is a small sample of the
8
+ [MNIST database](https://en.wikipedia.org/wiki/MNIST_database), which is
9
+ described at: http://yann.lecun.com/exdb/mnist/
10
+
11
+ * `anscombe.json` contains a copy of
12
+ [Anscombe's quartet](https://en.wikipedia.org/wiki/Anscombe%27s_quartet); it
13
+ was originally described in
14
+
15
+ Anscombe, F. J. (1973). 'Graphs in Statistical Analysis'. American
16
+ Statistician. 27 (1): 17-21. JSTOR 2682899.
17
+
18
+ and our copy was prepared by the
19
+ [vega_datasets library](https://github.com/altair-viz/vega_datasets/blob/4f67bdaad10f45e3549984e17e1b3088c731503d/vega_datasets/_data/anscombe.json).
sample_data/anscombe.json ADDED
@@ -0,0 +1,49 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {"Series":"I", "X":10.0, "Y":8.04},
3
+ {"Series":"I", "X":8.0, "Y":6.95},
4
+ {"Series":"I", "X":13.0, "Y":7.58},
5
+ {"Series":"I", "X":9.0, "Y":8.81},
6
+ {"Series":"I", "X":11.0, "Y":8.33},
7
+ {"Series":"I", "X":14.0, "Y":9.96},
8
+ {"Series":"I", "X":6.0, "Y":7.24},
9
+ {"Series":"I", "X":4.0, "Y":4.26},
10
+ {"Series":"I", "X":12.0, "Y":10.84},
11
+ {"Series":"I", "X":7.0, "Y":4.81},
12
+ {"Series":"I", "X":5.0, "Y":5.68},
13
+
14
+ {"Series":"II", "X":10.0, "Y":9.14},
15
+ {"Series":"II", "X":8.0, "Y":8.14},
16
+ {"Series":"II", "X":13.0, "Y":8.74},
17
+ {"Series":"II", "X":9.0, "Y":8.77},
18
+ {"Series":"II", "X":11.0, "Y":9.26},
19
+ {"Series":"II", "X":14.0, "Y":8.10},
20
+ {"Series":"II", "X":6.0, "Y":6.13},
21
+ {"Series":"II", "X":4.0, "Y":3.10},
22
+ {"Series":"II", "X":12.0, "Y":9.13},
23
+ {"Series":"II", "X":7.0, "Y":7.26},
24
+ {"Series":"II", "X":5.0, "Y":4.74},
25
+
26
+ {"Series":"III", "X":10.0, "Y":7.46},
27
+ {"Series":"III", "X":8.0, "Y":6.77},
28
+ {"Series":"III", "X":13.0, "Y":12.74},
29
+ {"Series":"III", "X":9.0, "Y":7.11},
30
+ {"Series":"III", "X":11.0, "Y":7.81},
31
+ {"Series":"III", "X":14.0, "Y":8.84},
32
+ {"Series":"III", "X":6.0, "Y":6.08},
33
+ {"Series":"III", "X":4.0, "Y":5.39},
34
+ {"Series":"III", "X":12.0, "Y":8.15},
35
+ {"Series":"III", "X":7.0, "Y":6.42},
36
+ {"Series":"III", "X":5.0, "Y":5.73},
37
+
38
+ {"Series":"IV", "X":8.0, "Y":6.58},
39
+ {"Series":"IV", "X":8.0, "Y":5.76},
40
+ {"Series":"IV", "X":8.0, "Y":7.71},
41
+ {"Series":"IV", "X":8.0, "Y":8.84},
42
+ {"Series":"IV", "X":8.0, "Y":8.47},
43
+ {"Series":"IV", "X":8.0, "Y":7.04},
44
+ {"Series":"IV", "X":8.0, "Y":5.25},
45
+ {"Series":"IV", "X":19.0, "Y":12.50},
46
+ {"Series":"IV", "X":8.0, "Y":5.56},
47
+ {"Series":"IV", "X":8.0, "Y":7.91},
48
+ {"Series":"IV", "X":8.0, "Y":6.89}
49
+ ]
sample_data/california_housing_test.csv ADDED
The diff for this file is too large to render. See raw diff
 
sample_data/california_housing_train.csv ADDED
The diff for this file is too large to render. See raw diff
 
sample_data/mnist_test.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:51c292478d94ec3a01461bdfa82eb0885d262eb09e615679b2d69dedb6ad09e7
3
+ size 18289443
sample_data/mnist_train_small.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1ef64781aa03180f4f5ce504314f058f5d0227277df86060473d973cf43b033e
3
+ size 36523880
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e4f620a73748271896e4fc0ac7cc041eb11591c0b71449b2bdfbd32dd7578da0
3
+ size 5304
wandb/debug-cli.root.log ADDED
File without changes
wandb/debug-internal.log ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"time":"2024-12-11T04:40:25.443599352Z","level":"INFO","msg":"using version","core version":"0.19.0"}
2
+ {"time":"2024-12-11T04:40:25.443627756Z","level":"INFO","msg":"created symlink","path":"/content/wandb/run-20241211_044025-u0sz1qfs/logs/debug-core.log"}
3
+ {"time":"2024-12-11T04:40:25.546102875Z","level":"INFO","msg":"created new stream","id":"u0sz1qfs"}
4
+ {"time":"2024-12-11T04:40:25.546146917Z","level":"INFO","msg":"stream: started","id":"u0sz1qfs"}
5
+ {"time":"2024-12-11T04:40:25.546175325Z","level":"INFO","msg":"writer: Do: started","stream_id":"u0sz1qfs"}
6
+ {"time":"2024-12-11T04:40:25.546186965Z","level":"INFO","msg":"sender: started","stream_id":"u0sz1qfs"}
7
+ {"time":"2024-12-11T04:40:25.546286214Z","level":"INFO","msg":"handler: started","stream_id":"u0sz1qfs"}
8
+ {"time":"2024-12-11T04:40:26.467975256Z","level":"INFO","msg":"Starting system monitor"}
9
+ {"time":"2024-12-11T04:40:27.051552456Z","level":"INFO","msg":"Pausing system monitor"}
10
+ {"time":"2024-12-11T04:40:27.051592092Z","level":"INFO","msg":"Resuming system monitor"}
11
+ {"time":"2024-12-11T04:40:27.051597256Z","level":"INFO","msg":"Pausing system monitor"}
12
+ {"time":"2024-12-11T04:40:27.051600962Z","level":"INFO","msg":"Resuming system monitor"}
13
+ {"time":"2024-12-11T04:40:27.051604422Z","level":"INFO","msg":"Pausing system monitor"}
14
+ {"time":"2024-12-11T04:40:27.051607914Z","level":"INFO","msg":"Resuming system monitor"}
15
+ {"time":"2024-12-11T04:40:27.642186144Z","level":"INFO","msg":"Pausing system monitor"}
16
+ {"time":"2024-12-11T04:40:27.68243498Z","level":"INFO","msg":"Resuming system monitor"}
17
+ {"time":"2024-12-11T04:47:04.149554653Z","level":"INFO","msg":"Pausing system monitor"}
18
+ {"time":"2024-12-11T04:47:04.154179613Z","level":"INFO","msg":"Resuming system monitor"}
19
+ {"time":"2024-12-11T04:47:05.550529502Z","level":"INFO","msg":"Pausing system monitor"}
20
+ {"time":"2024-12-11T04:47:05.554619433Z","level":"INFO","msg":"Resuming system monitor"}
21
+ {"time":"2024-12-11T04:47:05.555156528Z","level":"INFO","msg":"Pausing system monitor"}
22
+ {"time":"2024-12-11T04:47:05.560780066Z","level":"INFO","msg":"Resuming system monitor"}
23
+ {"time":"2024-12-11T04:47:05.630237363Z","level":"INFO","msg":"Pausing system monitor"}
24
+ {"time":"2024-12-11T04:47:05.634313676Z","level":"INFO","msg":"Resuming system monitor"}
25
+ {"time":"2024-12-11T04:47:05.636725169Z","level":"INFO","msg":"Pausing system monitor"}
26
+ {"time":"2024-12-11T04:47:05.640826001Z","level":"INFO","msg":"Resuming system monitor"}
27
+ {"time":"2024-12-11T04:47:08.840358614Z","level":"INFO","msg":"Pausing system monitor"}
28
+ {"time":"2024-12-11T04:47:08.880549683Z","level":"INFO","msg":"Resuming system monitor"}
29
+ {"time":"2024-12-11T04:47:08.880579644Z","level":"INFO","msg":"Pausing system monitor"}
30
+ {"time":"2024-12-11T04:47:08.880587559Z","level":"INFO","msg":"Resuming system monitor"}
31
+ {"time":"2024-12-11T04:47:08.88059563Z","level":"INFO","msg":"Pausing system monitor"}
32
+ {"time":"2024-12-11T04:47:08.880602318Z","level":"INFO","msg":"Resuming system monitor"}
33
+ {"time":"2024-12-11T04:47:08.880608383Z","level":"INFO","msg":"Pausing system monitor"}
34
+ {"time":"2024-12-11T04:47:08.880614775Z","level":"INFO","msg":"Resuming system monitor"}
35
+ {"time":"2024-12-11T04:47:08.88064159Z","level":"INFO","msg":"Stopping system monitor"}
36
+ {"time":"2024-12-11T04:47:08.881345726Z","level":"INFO","msg":"Stopped system monitor"}
37
+ {"time":"2024-12-11T04:47:09.142328584Z","level":"INFO","msg":"fileTransfer: Close: file transfer manager closed"}
38
+ {"time":"2024-12-11T04:47:09.199989792Z","level":"INFO","msg":"handler: operation stats","stats":{}}
39
+ {"time":"2024-12-11T04:47:10.21454415Z","level":"INFO","msg":"stream: closing","id":"u0sz1qfs"}
40
+ {"time":"2024-12-11T04:47:10.214573179Z","level":"INFO","msg":"handler: closed","stream_id":"u0sz1qfs"}
41
+ {"time":"2024-12-11T04:47:10.214582142Z","level":"INFO","msg":"writer: Close: closed","stream_id":"u0sz1qfs"}
42
+ {"time":"2024-12-11T04:47:10.214607109Z","level":"INFO","msg":"sender: closed","stream_id":"u0sz1qfs"}
43
+ {"time":"2024-12-11T04:47:10.214642444Z","level":"INFO","msg":"stream: closed","id":"u0sz1qfs"}
wandb/debug.log ADDED
@@ -0,0 +1,76 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-12-11 04:40:25,437 INFO MainThread:5188 [wandb_setup.py:_flush():68] Current SDK version is 0.19.0
2
+ 2024-12-11 04:40:25,437 INFO MainThread:5188 [wandb_setup.py:_flush():68] Configure stats pid to 5188
3
+ 2024-12-11 04:40:25,437 INFO MainThread:5188 [wandb_setup.py:_flush():68] Loading settings from /root/.config/wandb/settings
4
+ 2024-12-11 04:40:25,437 INFO MainThread:5188 [wandb_setup.py:_flush():68] Loading settings from /content/wandb/settings
5
+ 2024-12-11 04:40:25,437 INFO MainThread:5188 [wandb_setup.py:_flush():68] Loading settings from environment variables
6
+ 2024-12-11 04:40:25,437 INFO MainThread:5188 [wandb_init.py:_log_setup():528] Logging user logs to /content/wandb/run-20241211_044025-u0sz1qfs/logs/debug.log
7
+ 2024-12-11 04:40:25,437 INFO MainThread:5188 [wandb_init.py:_log_setup():529] Logging internal logs to /content/wandb/run-20241211_044025-u0sz1qfs/logs/debug-internal.log
8
+ 2024-12-11 04:40:25,437 INFO MainThread:5188 [wandb_init.py:_jupyter_setup():474] configuring jupyter hooks <wandb.sdk.wandb_init._WandbInit object at 0x7ca2a037bd30>
9
+ 2024-12-11 04:40:25,438 INFO MainThread:5188 [wandb_init.py:init():639] calling init triggers
10
+ 2024-12-11 04:40:25,438 INFO MainThread:5188 [wandb_init.py:init():645] wandb.init called with sweep_config: {}
11
+ config: {}
12
+ 2024-12-11 04:40:25,438 INFO MainThread:5188 [wandb_init.py:init():688] starting backend
13
+ 2024-12-11 04:40:25,438 INFO MainThread:5188 [wandb_init.py:init():692] sending inform_init request
14
+ 2024-12-11 04:40:25,440 INFO MainThread:5188 [backend.py:_multiprocessing_setup():104] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
15
+ 2024-12-11 04:40:25,441 INFO MainThread:5188 [wandb_init.py:init():705] backend started and connected
16
+ 2024-12-11 04:40:25,449 INFO MainThread:5188 [wandb_run.py:_label_probe_notebook():1327] probe notebook
17
+ 2024-12-11 04:40:26,283 INFO MainThread:5188 [wandb_init.py:init():798] updated telemetry
18
+ 2024-12-11 04:40:26,284 INFO MainThread:5188 [wandb_init.py:init():830] communicating run to backend with 90.0 second timeout
19
+ 2024-12-11 04:40:26,461 INFO MainThread:5188 [wandb_init.py:init():882] starting run threads in backend
20
+ 2024-12-11 04:40:27,011 INFO MainThread:5188 [wandb_run.py:_console_start():2443] atexit reg
21
+ 2024-12-11 04:40:27,011 INFO MainThread:5188 [wandb_run.py:_redirect():2293] redirect: wrap_raw
22
+ 2024-12-11 04:40:27,011 INFO MainThread:5188 [wandb_run.py:_redirect():2358] Wrapping output streams.
23
+ 2024-12-11 04:40:27,011 INFO MainThread:5188 [wandb_run.py:_redirect():2383] Redirects installed.
24
+ 2024-12-11 04:40:27,013 INFO MainThread:5188 [wandb_init.py:init():925] run started, returning control to user process
25
+ 2024-12-11 04:40:27,017 INFO MainThread:5188 [jupyter.py:save_ipynb():387] not saving jupyter notebook
26
+ 2024-12-11 04:40:27,017 INFO MainThread:5188 [wandb_init.py:_pause_backend():439] pausing backend
27
+ 2024-12-11 04:40:27,023 INFO MainThread:5188 [wandb_init.py:_resume_backend():444] resuming backend
28
+ 2024-12-11 04:40:27,023 INFO MainThread:5188 [jupyter.py:save_ipynb():387] not saving jupyter notebook
29
+ 2024-12-11 04:40:27,024 INFO MainThread:5188 [wandb_init.py:_pause_backend():439] pausing backend
30
+ 2024-12-11 04:40:27,032 INFO MainThread:5188 [wandb_init.py:_resume_backend():444] resuming backend
31
+ 2024-12-11 04:40:27,033 INFO MainThread:5188 [jupyter.py:save_ipynb():387] not saving jupyter notebook
32
+ 2024-12-11 04:40:27,034 INFO MainThread:5188 [wandb_init.py:_pause_backend():439] pausing backend
33
+ 2024-12-11 04:40:27,040 INFO MainThread:5188 [wandb_init.py:_resume_backend():444] resuming backend
34
+ 2024-12-11 04:40:27,641 INFO MainThread:5188 [jupyter.py:save_ipynb():387] not saving jupyter notebook
35
+ 2024-12-11 04:40:27,641 INFO MainThread:5188 [wandb_init.py:_pause_backend():439] pausing backend
36
+ 2024-12-11 04:40:27,646 INFO MainThread:5188 [wandb_init.py:_resume_backend():444] resuming backend
37
+ 2024-12-11 04:40:27,998 INFO MainThread:5188 [wandb_run.py:_config_callback():1375] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float32', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['BertForMaskedLM'], 'finetuning_task': None, 'id2label': {0: '0', 1: '1'}, 'label2id': {'0': 0, '1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 0, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'belisards/congretimbau', '_attn_implementation_autoset': True, 'transformers_version': '4.47.0', 'directionality': 'bidi', 'model_type': 'bert', 'output_past': True, 'pooler_fc_size': 768, 'pooler_num_attention_heads': 12, 'pooler_num_fc_layers': 3, 'pooler_size_per_head': 128, 'pooler_type': 'first_token_transform', 'vocab_size': 29794, 'hidden_size': 1024, 'num_hidden_layers': 24, 'num_attention_heads': 16, 'hidden_act': 'gelu', 'intermediate_size': 4096, 'hidden_dropout_prob': 0.05, 'attention_probs_dropout_prob': 0.05, 'max_position_embeddings': 512, 'type_vocab_size': 2, 'initializer_range': 0.02, 'layer_norm_eps': 1e-12, 'position_embedding_type': 'absolute', 'use_cache': True, 'classifier_dropout': None, 'output_dir': '.', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'eval_strategy': 'epoch', 'prediction_loss_only': False, 'per_device_train_batch_size': 32, 'per_device_eval_batch_size': 32, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 1, 'eval_accumulation_steps': None, 'eval_delay': 0, 'torch_empty_cache_steps': None, 'learning_rate': 1e-05, 'weight_decay': 0.02, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 18, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.0, 'warmup_steps': 200, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': './runs/Dec11_04-40-27_fd55a770be24', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 10, 'logging_nan_inf_filter': True, 'save_strategy': 'epoch', 'save_steps': 204, 'save_total_limit': 1, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'restore_callback_states_from_checkpoint': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 5151, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': False, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': 102, 'dataloader_num_workers': 0, 'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': 'm2-congretimbau_tunado', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': True, 'metric_for_best_model': 'f1', 'greater_is_better': True, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': False, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': None, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'include_for_metrics': [], 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'evaluation_strategy': None, 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': False, 'eval_on_start': False, 'use_liger_kernel': False, 'eval_use_gather_object': False, 'average_tokens_across_devices': False}
38
+ 2024-12-11 04:40:28,001 INFO MainThread:5188 [wandb_config.py:__setitem__():154] config set model/num_parameters = 334398466 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7ca227e6b3a0>>
39
+ 2024-12-11 04:40:28,002 INFO MainThread:5188 [wandb_run.py:_config_callback():1375] config_cb model/num_parameters 334398466 None
40
+ 2024-12-11 04:47:04,148 INFO MainThread:5188 [jupyter.py:save_ipynb():387] not saving jupyter notebook
41
+ 2024-12-11 04:47:04,149 INFO MainThread:5188 [wandb_init.py:_pause_backend():439] pausing backend
42
+ 2024-12-11 04:47:04,153 INFO MainThread:5188 [wandb_init.py:_resume_backend():444] resuming backend
43
+ 2024-12-11 04:47:05,550 INFO MainThread:5188 [jupyter.py:save_ipynb():387] not saving jupyter notebook
44
+ 2024-12-11 04:47:05,550 INFO MainThread:5188 [wandb_init.py:_pause_backend():439] pausing backend
45
+ 2024-12-11 04:47:05,554 INFO MainThread:5188 [wandb_init.py:_resume_backend():444] resuming backend
46
+ 2024-12-11 04:47:05,554 INFO MainThread:5188 [jupyter.py:save_ipynb():387] not saving jupyter notebook
47
+ 2024-12-11 04:47:05,554 INFO MainThread:5188 [wandb_init.py:_pause_backend():439] pausing backend
48
+ 2024-12-11 04:47:05,560 INFO MainThread:5188 [wandb_init.py:_resume_backend():444] resuming backend
49
+ 2024-12-11 04:47:05,629 INFO MainThread:5188 [jupyter.py:save_ipynb():387] not saving jupyter notebook
50
+ 2024-12-11 04:47:05,629 INFO MainThread:5188 [wandb_init.py:_pause_backend():439] pausing backend
51
+ 2024-12-11 04:47:05,633 INFO MainThread:5188 [wandb_init.py:_resume_backend():444] resuming backend
52
+ 2024-12-11 04:47:05,636 INFO MainThread:5188 [jupyter.py:save_ipynb():387] not saving jupyter notebook
53
+ 2024-12-11 04:47:05,636 INFO MainThread:5188 [wandb_init.py:_pause_backend():439] pausing backend
54
+ 2024-12-11 04:47:05,640 INFO MainThread:5188 [wandb_init.py:_resume_backend():444] resuming backend
55
+ 2024-12-11 04:47:08,839 INFO MainThread:5188 [jupyter.py:save_ipynb():387] not saving jupyter notebook
56
+ 2024-12-11 04:47:08,840 INFO MainThread:5188 [wandb_init.py:_pause_backend():439] pausing backend
57
+ 2024-12-11 04:47:08,847 INFO MainThread:5188 [wandb_init.py:_resume_backend():444] resuming backend
58
+ 2024-12-11 04:47:08,848 INFO MainThread:5188 [jupyter.py:save_ipynb():387] not saving jupyter notebook
59
+ 2024-12-11 04:47:08,848 INFO MainThread:5188 [wandb_init.py:_pause_backend():439] pausing backend
60
+ 2024-12-11 04:47:08,854 INFO MainThread:5188 [wandb_init.py:_resume_backend():444] resuming backend
61
+ 2024-12-11 04:47:08,867 INFO MainThread:5188 [jupyter.py:save_ipynb():387] not saving jupyter notebook
62
+ 2024-12-11 04:47:08,867 INFO MainThread:5188 [wandb_init.py:_pause_backend():439] pausing backend
63
+ 2024-12-11 04:47:08,871 INFO MainThread:5188 [wandb_init.py:_resume_backend():444] resuming backend
64
+ 2024-12-11 04:47:08,872 INFO MainThread:5188 [jupyter.py:save_ipynb():387] not saving jupyter notebook
65
+ 2024-12-11 04:47:08,872 INFO MainThread:5188 [wandb_init.py:_pause_backend():439] pausing backend
66
+ 2024-12-11 04:47:08,876 INFO MainThread:5188 [wandb_init.py:_resume_backend():444] resuming backend
67
+ 2024-12-11 04:47:08,877 INFO MainThread:5188 [wandb_run.py:_finish():2169] finishing run adrianobf/AzMina-M2/u0sz1qfs
68
+ 2024-12-11 04:47:08,878 INFO MainThread:5188 [jupyter.py:save_history():459] not saving jupyter history
69
+ 2024-12-11 04:47:08,878 INFO MainThread:5188 [jupyter.py:save_ipynb():387] not saving jupyter notebook
70
+ 2024-12-11 04:47:08,878 INFO MainThread:5188 [wandb_init.py:_jupyter_teardown():456] cleaning up jupyter logic
71
+ 2024-12-11 04:47:08,878 INFO MainThread:5188 [wandb_run.py:_atexit_cleanup():2408] got exitcode: 0
72
+ 2024-12-11 04:47:08,878 INFO MainThread:5188 [wandb_run.py:_restore():2390] restore
73
+ 2024-12-11 04:47:08,878 INFO MainThread:5188 [wandb_run.py:_restore():2396] restore done
74
+ 2024-12-11 04:47:10,202 INFO MainThread:5188 [wandb_run.py:_footer_history_summary_info():3951] rendering history
75
+ 2024-12-11 04:47:10,203 INFO MainThread:5188 [wandb_run.py:_footer_history_summary_info():3983] rendering summary
76
+ 2024-12-11 04:47:10,211 INFO MainThread:5188 [wandb_run.py:_footer_sync_info():3912] logging synced files
wandb/run-20241211_042633-wah4vux1/files/config.yaml ADDED
@@ -0,0 +1,494 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ _attn_implementation_autoset:
2
+ value: true
3
+ _name_or_path:
4
+ value: belisards/congretimbau
5
+ _wandb:
6
+ value:
7
+ cli_version: 0.19.0
8
+ m:
9
+ - "1": train/global_step
10
+ "6":
11
+ - 3
12
+ "7": []
13
+ python_version: 3.10.12
14
+ t:
15
+ "1":
16
+ - 1
17
+ - 2
18
+ - 3
19
+ - 5
20
+ - 11
21
+ - 12
22
+ - 41
23
+ - 49
24
+ - 51
25
+ - 53
26
+ - 55
27
+ - 71
28
+ - 98
29
+ - 100
30
+ - 105
31
+ "2":
32
+ - 1
33
+ - 2
34
+ - 3
35
+ - 5
36
+ - 11
37
+ - 12
38
+ - 41
39
+ - 49
40
+ - 51
41
+ - 53
42
+ - 55
43
+ - 71
44
+ - 98
45
+ - 100
46
+ - 105
47
+ "3":
48
+ - 7
49
+ - 13
50
+ - 19
51
+ - 23
52
+ - 55
53
+ - 66
54
+ "4": 3.10.12
55
+ "5": 0.19.0
56
+ "6": 4.47.0
57
+ "8":
58
+ - 1
59
+ - 5
60
+ - 12
61
+ "9":
62
+ "1": transformers_trainer
63
+ "12": 0.19.0
64
+ "13": linux-x86_64
65
+ accelerator_config:
66
+ value:
67
+ dispatch_batches: null
68
+ even_batches: true
69
+ gradient_accumulation_kwargs: null
70
+ non_blocking: false
71
+ split_batches: false
72
+ use_seedable_sampler: true
73
+ adafactor:
74
+ value: false
75
+ adam_beta1:
76
+ value: 0.9
77
+ adam_beta2:
78
+ value: 0.999
79
+ adam_epsilon:
80
+ value: 1e-08
81
+ add_cross_attention:
82
+ value: false
83
+ architectures:
84
+ value:
85
+ - BertForMaskedLM
86
+ attention_probs_dropout_prob:
87
+ value: 0.05
88
+ auto_find_batch_size:
89
+ value: false
90
+ average_tokens_across_devices:
91
+ value: false
92
+ bad_words_ids:
93
+ value: null
94
+ batch_eval_metrics:
95
+ value: false
96
+ begin_suppress_tokens:
97
+ value: null
98
+ bf16:
99
+ value: false
100
+ bf16_full_eval:
101
+ value: false
102
+ bos_token_id:
103
+ value: null
104
+ chunk_size_feed_forward:
105
+ value: 0
106
+ classifier_dropout:
107
+ value: null
108
+ cross_attention_hidden_size:
109
+ value: null
110
+ data_seed:
111
+ value: null
112
+ dataloader_drop_last:
113
+ value: false
114
+ dataloader_num_workers:
115
+ value: 0
116
+ dataloader_persistent_workers:
117
+ value: false
118
+ dataloader_pin_memory:
119
+ value: true
120
+ dataloader_prefetch_factor:
121
+ value: null
122
+ ddp_backend:
123
+ value: null
124
+ ddp_broadcast_buffers:
125
+ value: null
126
+ ddp_bucket_cap_mb:
127
+ value: null
128
+ ddp_find_unused_parameters:
129
+ value: null
130
+ ddp_timeout:
131
+ value: 1800
132
+ debug:
133
+ value: []
134
+ decoder_start_token_id:
135
+ value: null
136
+ deepspeed:
137
+ value: null
138
+ directionality:
139
+ value: bidi
140
+ disable_tqdm:
141
+ value: false
142
+ dispatch_batches:
143
+ value: null
144
+ diversity_penalty:
145
+ value: 0
146
+ do_eval:
147
+ value: true
148
+ do_predict:
149
+ value: false
150
+ do_sample:
151
+ value: false
152
+ do_train:
153
+ value: false
154
+ early_stopping:
155
+ value: false
156
+ encoder_no_repeat_ngram_size:
157
+ value: 0
158
+ eos_token_id:
159
+ value: null
160
+ eval_accumulation_steps:
161
+ value: null
162
+ eval_delay:
163
+ value: 0
164
+ eval_do_concat_batches:
165
+ value: true
166
+ eval_on_start:
167
+ value: false
168
+ eval_steps:
169
+ value: 24
170
+ eval_strategy:
171
+ value: epoch
172
+ eval_use_gather_object:
173
+ value: false
174
+ evaluation_strategy:
175
+ value: null
176
+ exponential_decay_length_penalty:
177
+ value: null
178
+ finetuning_task:
179
+ value: null
180
+ forced_bos_token_id:
181
+ value: null
182
+ forced_eos_token_id:
183
+ value: null
184
+ fp16:
185
+ value: false
186
+ fp16_backend:
187
+ value: auto
188
+ fp16_full_eval:
189
+ value: false
190
+ fp16_opt_level:
191
+ value: O1
192
+ fsdp:
193
+ value: []
194
+ fsdp_config:
195
+ value:
196
+ min_num_params: 0
197
+ xla: false
198
+ xla_fsdp_grad_ckpt: false
199
+ xla_fsdp_v2: false
200
+ fsdp_min_num_params:
201
+ value: 0
202
+ fsdp_transformer_layer_cls_to_wrap:
203
+ value: null
204
+ full_determinism:
205
+ value: false
206
+ gradient_accumulation_steps:
207
+ value: 1
208
+ gradient_checkpointing:
209
+ value: false
210
+ gradient_checkpointing_kwargs:
211
+ value: null
212
+ greater_is_better:
213
+ value: true
214
+ group_by_length:
215
+ value: false
216
+ half_precision_backend:
217
+ value: auto
218
+ hidden_act:
219
+ value: gelu
220
+ hidden_dropout_prob:
221
+ value: 0.05
222
+ hidden_size:
223
+ value: 1024
224
+ hub_always_push:
225
+ value: false
226
+ hub_model_id:
227
+ value: null
228
+ hub_private_repo:
229
+ value: null
230
+ hub_strategy:
231
+ value: every_save
232
+ hub_token:
233
+ value: <HUB_TOKEN>
234
+ id2label:
235
+ value:
236
+ "0": "0"
237
+ "1": "1"
238
+ ignore_data_skip:
239
+ value: false
240
+ include_for_metrics:
241
+ value: []
242
+ include_inputs_for_metrics:
243
+ value: false
244
+ include_num_input_tokens_seen:
245
+ value: false
246
+ include_tokens_per_second:
247
+ value: false
248
+ initializer_range:
249
+ value: 0.02
250
+ intermediate_size:
251
+ value: 4096
252
+ is_decoder:
253
+ value: false
254
+ is_encoder_decoder:
255
+ value: false
256
+ jit_mode_eval:
257
+ value: false
258
+ label_names:
259
+ value: null
260
+ label_smoothing_factor:
261
+ value: 0
262
+ label2id:
263
+ value:
264
+ "0": 0
265
+ "1": 1
266
+ layer_norm_eps:
267
+ value: 1e-12
268
+ learning_rate:
269
+ value: 1e-05
270
+ length_column_name:
271
+ value: length
272
+ length_penalty:
273
+ value: 1
274
+ load_best_model_at_end:
275
+ value: true
276
+ local_rank:
277
+ value: 0
278
+ log_level:
279
+ value: passive
280
+ log_level_replica:
281
+ value: warning
282
+ log_on_each_node:
283
+ value: true
284
+ logging_dir:
285
+ value: ./runs/Dec11_04-28-19_fd55a770be24
286
+ logging_first_step:
287
+ value: false
288
+ logging_nan_inf_filter:
289
+ value: true
290
+ logging_steps:
291
+ value: 10
292
+ logging_strategy:
293
+ value: steps
294
+ lr_scheduler_type:
295
+ value: linear
296
+ max_grad_norm:
297
+ value: 1
298
+ max_length:
299
+ value: 20
300
+ max_position_embeddings:
301
+ value: 512
302
+ max_steps:
303
+ value: -1
304
+ metric_for_best_model:
305
+ value: f1
306
+ min_length:
307
+ value: 0
308
+ model/num_parameters:
309
+ value: 334398466
310
+ model_type:
311
+ value: bert
312
+ mp_parameters:
313
+ value: ""
314
+ neftune_noise_alpha:
315
+ value: null
316
+ no_cuda:
317
+ value: false
318
+ no_repeat_ngram_size:
319
+ value: 0
320
+ num_attention_heads:
321
+ value: 16
322
+ num_beam_groups:
323
+ value: 1
324
+ num_beams:
325
+ value: 1
326
+ num_hidden_layers:
327
+ value: 24
328
+ num_return_sequences:
329
+ value: 1
330
+ num_train_epochs:
331
+ value: 15
332
+ optim:
333
+ value: adamw_torch
334
+ optim_args:
335
+ value: null
336
+ optim_target_modules:
337
+ value: null
338
+ output_attentions:
339
+ value: false
340
+ output_dir:
341
+ value: .
342
+ output_hidden_states:
343
+ value: false
344
+ output_past:
345
+ value: true
346
+ output_scores:
347
+ value: false
348
+ overwrite_output_dir:
349
+ value: false
350
+ pad_token_id:
351
+ value: 0
352
+ past_index:
353
+ value: -1
354
+ per_device_eval_batch_size:
355
+ value: 128
356
+ per_device_train_batch_size:
357
+ value: 128
358
+ per_gpu_eval_batch_size:
359
+ value: null
360
+ per_gpu_train_batch_size:
361
+ value: null
362
+ pooler_fc_size:
363
+ value: 768
364
+ pooler_num_attention_heads:
365
+ value: 12
366
+ pooler_num_fc_layers:
367
+ value: 3
368
+ pooler_size_per_head:
369
+ value: 128
370
+ pooler_type:
371
+ value: first_token_transform
372
+ position_embedding_type:
373
+ value: absolute
374
+ prediction_loss_only:
375
+ value: false
376
+ prefix:
377
+ value: null
378
+ problem_type:
379
+ value: null
380
+ push_to_hub:
381
+ value: false
382
+ push_to_hub_model_id:
383
+ value: null
384
+ push_to_hub_organization:
385
+ value: null
386
+ push_to_hub_token:
387
+ value: <PUSH_TO_HUB_TOKEN>
388
+ ray_scope:
389
+ value: last
390
+ remove_invalid_values:
391
+ value: false
392
+ remove_unused_columns:
393
+ value: true
394
+ repetition_penalty:
395
+ value: 1
396
+ report_to:
397
+ value:
398
+ - wandb
399
+ restore_callback_states_from_checkpoint:
400
+ value: false
401
+ resume_from_checkpoint:
402
+ value: null
403
+ return_dict:
404
+ value: true
405
+ return_dict_in_generate:
406
+ value: false
407
+ run_name:
408
+ value: m2-congretimbau_tunado
409
+ save_on_each_node:
410
+ value: false
411
+ save_only_model:
412
+ value: false
413
+ save_safetensors:
414
+ value: true
415
+ save_steps:
416
+ value: 48
417
+ save_strategy:
418
+ value: epoch
419
+ save_total_limit:
420
+ value: 1
421
+ seed:
422
+ value: 5151
423
+ sep_token_id:
424
+ value: null
425
+ skip_memory_metrics:
426
+ value: true
427
+ split_batches:
428
+ value: null
429
+ suppress_tokens:
430
+ value: null
431
+ task_specific_params:
432
+ value: null
433
+ temperature:
434
+ value: 1
435
+ tf_legacy_loss:
436
+ value: false
437
+ tf32:
438
+ value: null
439
+ tie_encoder_decoder:
440
+ value: false
441
+ tie_word_embeddings:
442
+ value: true
443
+ tokenizer_class:
444
+ value: null
445
+ top_k:
446
+ value: 50
447
+ top_p:
448
+ value: 1
449
+ torch_compile:
450
+ value: false
451
+ torch_compile_backend:
452
+ value: null
453
+ torch_compile_mode:
454
+ value: null
455
+ torch_dtype:
456
+ value: float32
457
+ torch_empty_cache_steps:
458
+ value: null
459
+ torchdynamo:
460
+ value: null
461
+ torchscript:
462
+ value: false
463
+ tpu_metrics_debug:
464
+ value: false
465
+ tpu_num_cores:
466
+ value: null
467
+ transformers_version:
468
+ value: 4.47.0
469
+ type_vocab_size:
470
+ value: 2
471
+ typical_p:
472
+ value: 1
473
+ use_bfloat16:
474
+ value: false
475
+ use_cache:
476
+ value: true
477
+ use_cpu:
478
+ value: false
479
+ use_ipex:
480
+ value: false
481
+ use_legacy_prediction_loop:
482
+ value: false
483
+ use_liger_kernel:
484
+ value: false
485
+ use_mps_device:
486
+ value: false
487
+ vocab_size:
488
+ value: 29794
489
+ warmup_ratio:
490
+ value: 0
491
+ warmup_steps:
492
+ value: 200
493
+ weight_decay:
494
+ value: 0.02
wandb/run-20241211_042633-wah4vux1/files/output.log ADDED
File without changes
wandb/run-20241211_042633-wah4vux1/files/requirements.txt ADDED
@@ -0,0 +1,578 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ multiprocess==0.70.16
2
+ accelerate==1.2.0
3
+ fsspec==2024.9.0
4
+ wandb==0.19.0
5
+ transformers==4.47.0
6
+ evaluate==0.4.3
7
+ dill==0.3.8
8
+ tokenizers==0.21.0
9
+ datasets==3.2.0
10
+ xxhash==3.5.0
11
+ google-colab==1.0.0
12
+ termcolor==2.5.0
13
+ numexpr==2.10.2
14
+ duckdb==1.1.3
15
+ slicer==0.0.8
16
+ pandas-stubs==2.2.2.240909
17
+ yarl==1.18.3
18
+ jupyter-client==6.1.12
19
+ umf==0.9.1
20
+ aiohappyeyeballs==2.4.4
21
+ tensorflow-io-gcs-filesystem==0.37.1
22
+ nibabel==5.3.2
23
+ google-api-python-client==2.151.0
24
+ gensim==4.3.3
25
+ plotnine==0.14.3
26
+ stanio==0.5.1
27
+ pyogrio==0.10.0
28
+ nvidia-curand-cu12==10.3.7.77
29
+ Bottleneck==1.4.2
30
+ openpyxl==3.1.5
31
+ audioread==3.0.1
32
+ libcudf-cu12==24.10.1
33
+ networkx==3.4.2
34
+ cupy-cuda12x==12.2.0
35
+ nx-cugraph-cu12==24.10.0
36
+ aiosignal==1.3.1
37
+ StrEnum==0.4.15
38
+ jsonpickle==4.0.0
39
+ google-cloud-firestore==2.19.0
40
+ scipy==1.13.1
41
+ colour==0.1.5
42
+ pycparser==2.22
43
+ cmake==3.30.5
44
+ fastdownload==0.0.7
45
+ google-cloud-functions==1.18.1
46
+ imagesize==1.4.1
47
+ imageio==2.36.1
48
+ frozendict==2.4.6
49
+ ndindex==1.9.2
50
+ html5lib==1.1
51
+ python-louvain==0.16
52
+ Cython==3.0.11
53
+ fastai==2.7.18
54
+ cuda-python==12.2.1
55
+ parsy==2.1
56
+ smmap==5.0.1
57
+ weasel==0.4.1
58
+ pyasn1==0.6.1
59
+ matplotlib==3.8.0
60
+ immutabledict==4.2.1
61
+ dopamine_rl==4.0.9
62
+ uc-micro-py==1.0.3
63
+ websocket-client==1.8.0
64
+ anyio==3.7.1
65
+ msgpack==1.1.0
66
+ multitasking==0.0.11
67
+ albucore==0.0.19
68
+ scikit-image==0.24.0
69
+ setproctitle==1.3.4
70
+ marisa-trie==1.2.1
71
+ nvidia-cuda-nvcc-cu12==12.6.85
72
+ sphinxcontrib-qthelp==2.0.0
73
+ tables==3.10.1
74
+ kaggle==1.6.17
75
+ google-cloud-core==2.4.1
76
+ soupsieve==2.6
77
+ opencv-contrib-python==4.10.0.84
78
+ python-box==7.2.0
79
+ fonttools==4.55.1
80
+ Markdown==3.7
81
+ googleapis-common-protos==1.66.0
82
+ tensorflow-metadata==1.13.1
83
+ google-auth-httplib2==0.2.0
84
+ autograd==1.7.0
85
+ pydantic_core==2.27.1
86
+ pexpect==4.9.0
87
+ tweepy==4.14.0
88
+ pyshp==2.3.1
89
+ sklearn-pandas==2.2.0
90
+ toml==0.10.2
91
+ pydotplus==2.0.2
92
+ click==8.1.7
93
+ optree==0.13.1
94
+ catalogue==2.0.10
95
+ google-api-core==2.19.2
96
+ en-core-web-sm==3.7.1
97
+ tensorflow-datasets==4.9.7
98
+ pynvjitlink-cu12==0.4.0
99
+ pytest==8.3.4
100
+ portpicker==1.5.2
101
+ dm-tree==0.1.8
102
+ h5py==3.12.1
103
+ pandas-gbq==0.24.0
104
+ qdldl==0.1.7.post4
105
+ partd==1.4.2
106
+ wrapt==1.17.0
107
+ blis==0.7.11
108
+ textblob==0.17.1
109
+ jupyterlab_widgets==3.0.13
110
+ filelock==3.16.1
111
+ oauth2client==4.1.3
112
+ iniconfig==2.0.0
113
+ notebook==6.5.5
114
+ pydot==3.0.3
115
+ tomli==2.2.1
116
+ py4j==0.10.9.7
117
+ langchain-text-splitters==0.3.2
118
+ typer==0.15.0
119
+ contourpy==1.3.1
120
+ aiohttp==3.11.9
121
+ langchain==0.3.9
122
+ datascience==0.17.6
123
+ etuples==0.3.9
124
+ six==1.16.0
125
+ tornado==6.3.3
126
+ torchaudio==2.5.1+cu121
127
+ httpcore==1.0.7
128
+ importlib_metadata==8.5.0
129
+ holoviews==1.20.0
130
+ google-ai-generativelanguage==0.6.10
131
+ osqp==0.6.7.post3
132
+ pymc==5.18.2
133
+ google-pasta==0.2.0
134
+ py-cpuinfo==9.0.0
135
+ colorcet==3.1.0
136
+ blosc2==2.7.1
137
+ nvidia-cuda-cupti-cu12==12.6.80
138
+ colorlover==0.3.0
139
+ pymystem3==0.2.0
140
+ MarkupSafe==3.0.2
141
+ astunparse==1.6.3
142
+ google-cloud-bigquery==3.25.0
143
+ opencv-python==4.10.0.84
144
+ Flask==3.0.3
145
+ fastjsonschema==2.21.1
146
+ pylibcugraph-cu12==24.10.0
147
+ google-cloud-datastore==2.20.1
148
+ jaxlib==0.4.33
149
+ rich==13.9.4
150
+ widgetsnbextension==3.6.10
151
+ vega-datasets==0.9.0
152
+ natsort==8.4.0
153
+ blinker==1.9.0
154
+ statsmodels==0.14.4
155
+ sniffio==1.3.1
156
+ cymem==2.0.10
157
+ threadpoolctl==3.5.0
158
+ proto-plus==1.25.0
159
+ httpimport==1.4.0
160
+ matplotlib-inline==0.1.7
161
+ ratelim==0.1.6
162
+ python-utils==3.9.1
163
+ prompt_toolkit==3.0.48
164
+ gspread==6.0.2
165
+ google-cloud-storage==2.8.0
166
+ PyDrive==1.3.1
167
+ tensorflow-probability==0.24.0
168
+ xarray==2024.10.0
169
+ eerepr==0.0.4
170
+ murmurhash==1.0.11
171
+ pylibcudf-cu12==24.10.1
172
+ music21==9.3.0
173
+ geographiclib==2.0
174
+ smart-open==7.0.5
175
+ pygit2==1.16.0
176
+ more-itertools==10.5.0
177
+ cycler==0.12.1
178
+ idna==3.10
179
+ h11==0.14.0
180
+ ipython-genutils==0.2.0
181
+ referencing==0.35.1
182
+ GitPython==3.1.43
183
+ sentencepiece==0.2.0
184
+ CacheControl==0.14.1
185
+ tf_keras==2.17.0
186
+ annotated-types==0.7.0
187
+ ecos==2.0.14
188
+ geopandas==1.0.1
189
+ jieba==0.42.1
190
+ shapely==2.0.6
191
+ ipyparallel==8.8.0
192
+ pyOpenSSL==24.2.1
193
+ pyarrow==17.0.0
194
+ opencv-python-headless==4.10.0.84
195
+ openai==1.54.5
196
+ sentry-sdk==2.19.0
197
+ pyarrow-hotfix==0.6
198
+ gitdb==4.0.11
199
+ prophet==1.1.6
200
+ ipython-sql==0.5.0
201
+ tf-slim==1.1.0
202
+ PySocks==1.7.1
203
+ imbalanced-learn==0.12.4
204
+ mlxtend==0.23.3
205
+ mkl==2025.0.1
206
+ itsdangerous==2.2.0
207
+ gast==0.6.0
208
+ torchsummary==1.5.1
209
+ urllib3==2.2.3
210
+ earthengine-api==1.2.0
211
+ jupyter-server==1.24.0
212
+ webencodings==0.5.1
213
+ seaborn==0.13.2
214
+ SQLAlchemy==2.0.36
215
+ pyerfa==2.0.1.5
216
+ xarray-einstats==0.8.0
217
+ jsonschema==4.23.0
218
+ parso==0.8.4
219
+ tensorflow-hub==0.16.1
220
+ ipyfilechooser==0.6.0
221
+ packaging==24.2
222
+ param==2.1.1
223
+ et_xmlfile==2.0.0
224
+ kagglehub==0.3.4
225
+ yfinance==0.2.50
226
+ spacy==3.7.5
227
+ imgaug==0.4.0
228
+ sqlparse==0.5.2
229
+ certifi==2024.8.30
230
+ plotly==5.24.1
231
+ pandas-datareader==0.10.0
232
+ charset-normalizer==3.4.0
233
+ cloudpathlib==0.20.0
234
+ decorator==4.4.2
235
+ prometheus_client==0.21.1
236
+ google-auth==2.27.0
237
+ pyzmq==24.0.1
238
+ tzdata==2024.2
239
+ scs==3.2.7
240
+ types-pytz==2024.2.0.20241003
241
+ db-dtypes==1.3.1
242
+ chex==0.1.87
243
+ spacy-loggers==1.0.5
244
+ peewee==3.17.8
245
+ nvidia-cuda-runtime-cu12==12.6.77
246
+ ibis-framework==9.2.0
247
+ wasabi==1.1.3
248
+ python-dateutil==2.8.2
249
+ google-generativeai==0.8.3
250
+ google-cloud-aiplatform==1.73.0
251
+ jupyterlab_pygments==0.3.0
252
+ google-cloud-translate==3.17.0
253
+ exceptiongroup==1.2.2
254
+ intel-openmp==2025.0.3
255
+ nvidia-cufft-cu12==11.3.0.4
256
+ timm==1.0.12
257
+ python-slugify==8.0.4
258
+ cryptography==43.0.3
259
+ multipledispatch==1.0.0
260
+ google-crc32c==1.6.0
261
+ rsa==4.9
262
+ cffi==1.17.1
263
+ holidays==0.62
264
+ tinycss2==1.4.0
265
+ google-cloud-iam==2.16.1
266
+ google-cloud-resource-manager==1.13.1
267
+ typeguard==4.4.1
268
+ xlrd==2.0.1
269
+ google==2.0.3
270
+ pandocfilters==1.5.1
271
+ promise==2.3
272
+ progressbar2==4.5.0
273
+ wheel==0.45.1
274
+ google-resumable-media==2.7.2
275
+ einops==0.8.0
276
+ defusedxml==0.7.1
277
+ llvmlite==0.43.0
278
+ attrs==24.2.0
279
+ preshed==3.0.9
280
+ geocoder==1.38.1
281
+ firebase-admin==6.5.0
282
+ ipython==7.34.0
283
+ cvxopt==1.3.2
284
+ greenlet==3.1.1
285
+ confection==0.1.5
286
+ keras==3.5.0
287
+ pandas==2.2.2
288
+ graphviz==0.20.3
289
+ tenacity==9.0.0
290
+ future==1.0.0
291
+ inflect==7.4.0
292
+ langsmith==0.1.147
293
+ babel==2.16.0
294
+ nvidia-cusparse-cu12==12.5.4.2
295
+ importlib_resources==6.4.5
296
+ jiter==0.8.0
297
+ sphinxcontrib-htmlhelp==2.1.0
298
+ moviepy==1.0.3
299
+ typing_extensions==4.12.2
300
+ tcmlib==1.2.0
301
+ snowballstemmer==2.2.0
302
+ scikit-learn==1.5.2
303
+ jsonpatch==1.33
304
+ notebook_shim==0.2.4
305
+ mizani==0.13.0
306
+ simple-parsing==0.1.6
307
+ humanize==4.11.0
308
+ hyperopt==0.2.7
309
+ frozenlist==1.5.0
310
+ uritemplate==4.1.1
311
+ pydata-google-auth==1.9.0
312
+ pyperclip==1.9.0
313
+ lazy_loader==0.4
314
+ bigframes==1.27.0
315
+ numba==0.60.0
316
+ pytensor==2.26.4
317
+ geemap==0.35.1
318
+ polars==1.9.0
319
+ orjson==3.10.12
320
+ fastrlock==0.8.2
321
+ mistune==3.0.2
322
+ sphinxcontrib-applehelp==2.0.0
323
+ mpmath==1.3.0
324
+ mdurl==0.1.2
325
+ async-timeout==4.0.3
326
+ jax==0.4.33
327
+ panel==1.5.4
328
+ patsy==1.0.1
329
+ oauthlib==3.2.2
330
+ librosa==0.10.2.post1
331
+ imutils==0.5.4
332
+ xyzservices==2024.9.0
333
+ Pygments==2.18.0
334
+ sphinxcontrib-jsmath==1.0.1
335
+ pyasn1_modules==0.4.1
336
+ pyproj==3.7.0
337
+ Pyomo==6.8.2
338
+ nvidia-cublas-cu12==12.6.4.1
339
+ numpy==1.26.4
340
+ google-cloud-bigquery-storage==2.27.0
341
+ soxr==0.5.0.post1
342
+ bleach==6.2.0
343
+ sympy==1.13.1
344
+ dask==2024.10.0
345
+ miniKanren==1.0.3
346
+ pathlib==1.0.1
347
+ torch==2.5.1+cu121
348
+ distro==1.9.0
349
+ gym==0.25.2
350
+ lxml==5.3.0
351
+ folium==0.18.0
352
+ altair==4.2.2
353
+ tifffile==2024.9.20
354
+ diffusers==0.31.0
355
+ requests-oauthlib==1.3.1
356
+ google-cloud-language==2.15.1
357
+ ptyprocess==0.7.0
358
+ tensorboard-data-server==0.7.2
359
+ locket==1.0.0
360
+ intel-cmplr-lib-ur==2025.0.3
361
+ lightgbm==4.5.0
362
+ flax==0.8.5
363
+ mdit-py-plugins==0.4.2
364
+ pygame==2.6.1
365
+ pytz==2024.2
366
+ pyparsing==3.2.0
367
+ alabaster==1.0.0
368
+ jupyter_core==5.7.2
369
+ cloudpickle==3.1.0
370
+ logical-unification==0.4.6
371
+ traittypes==0.2.1
372
+ terminado==0.18.1
373
+ beautifulsoup4==4.12.3
374
+ google-cloud-bigquery-connection==1.16.1
375
+ scooby==0.10.0
376
+ google-auth-oauthlib==1.2.1
377
+ protobuf==4.25.5
378
+ astropy==6.1.7
379
+ GDAL==3.6.4
380
+ nbformat==5.10.4
381
+ safetensors==0.4.5
382
+ tzlocal==5.2
383
+ chardet==5.2.0
384
+ psutil==5.9.5
385
+ jsonpointer==3.0.0
386
+ psycopg2==2.9.10
387
+ cachetools==5.5.0
388
+ pyspark==3.5.3
389
+ google-cloud-pubsub==2.27.1
390
+ pillow==11.0.0
391
+ pydantic==2.10.3
392
+ langcodes==3.5.0
393
+ jsonschema-specifications==2024.10.1
394
+ markdown-it-py==3.0.0
395
+ nltk==3.9.1
396
+ nbconvert==7.16.4
397
+ pooch==1.8.2
398
+ huggingface-hub==0.26.3
399
+ tbb==2022.0.0
400
+ ipywidgets==7.7.1
401
+ matplotlib-venn==1.1.1
402
+ rmm-cu12==24.10.0
403
+ sphinxcontrib-serializinghtml==2.0.0
404
+ branca==0.8.0
405
+ gin-config==0.5.0
406
+ bqplot==0.12.43
407
+ opentelemetry-sdk==1.28.2
408
+ community==1.0.0b1
409
+ soundfile==0.12.1
410
+ shap==0.46.0
411
+ joblib==1.4.2
412
+ entrypoints==0.4
413
+ docstring_parser==0.16
414
+ multidict==6.1.0
415
+ grpcio-status==1.62.3
416
+ wcwidth==0.2.13
417
+ geopy==2.4.1
418
+ prettytable==3.12.0
419
+ propcache==0.2.1
420
+ ml-dtypes==0.4.1
421
+ atpublic==4.1.0
422
+ stringzilla==3.11.0
423
+ libclang==18.1.1
424
+ arviz==0.20.0
425
+ requests==2.32.3
426
+ fastprogress==1.0.3
427
+ dlib==19.24.2
428
+ platformdirs==4.3.6
429
+ tabulate==0.9.0
430
+ cufflinks==0.17.3
431
+ spacy-legacy==3.0.12
432
+ grpcio==1.68.1
433
+ cvxpy==1.5.4
434
+ flatbuffers==24.3.25
435
+ pluggy==1.5.0
436
+ regex==2024.9.11
437
+ clarabel==0.9.0
438
+ httplib2==0.22.0
439
+ language_data==1.3.0
440
+ backcall==0.2.0
441
+ nbclient==0.10.1
442
+ ipyleaflet==0.19.2
443
+ PyJWT==2.10.1
444
+ toolz==0.12.1
445
+ opt_einsum==3.4.0
446
+ nvtx==0.2.10
447
+ nvidia-nccl-cu12==2.23.4
448
+ debugpy==1.8.0
449
+ sphinxcontrib-devhelp==2.0.0
450
+ jax-cuda12-pjrt==0.4.33
451
+ missingno==0.5.2
452
+ proglog==0.1.10
453
+ nest-asyncio==1.6.0
454
+ nvidia-cusolver-cu12==11.7.1.2
455
+ gspread-dataframe==3.3.1
456
+ bigquery-magics==0.4.0
457
+ jellyfish==1.1.2
458
+ text-unidecode==1.3
459
+ Deprecated==1.2.15
460
+ srsly==2.4.8
461
+ ipytree==0.2.2
462
+ gcsfs==2024.10.0
463
+ ipyevents==2.0.2
464
+ docker-pycreds==0.4.0
465
+ glob2==0.7
466
+ wordcloud==1.9.4
467
+ traitlets==5.7.1
468
+ nbclassic==1.1.0
469
+ nvidia-cudnn-cu12==9.6.0.74
470
+ easydict==1.13
471
+ httpx==0.28.0
472
+ Jinja2==3.1.4
473
+ argon2-cffi==23.1.0
474
+ linkify-it-py==2.0.3
475
+ optax==0.2.4
476
+ cons==0.4.6
477
+ requests-toolbelt==1.0.0
478
+ editdistance==0.8.1
479
+ jupyter-leaflet==0.19.2
480
+ webcolors==24.11.1
481
+ jax-cuda12-plugin==0.4.33
482
+ albumentations==1.4.20
483
+ PyOpenGL==3.1.7
484
+ tqdm==4.66.6
485
+ googledrivedownloader==0.4
486
+ peft==0.13.2
487
+ absl-py==1.4.0
488
+ eval_type_backport==0.2.0
489
+ opentelemetry-api==1.28.2
490
+ Send2Trash==1.8.3
491
+ gdown==5.2.0
492
+ google-cloud-bigtable==2.27.0
493
+ grpc-google-iam-v1==0.13.1
494
+ rpds-py==0.22.3
495
+ xgboost==2.1.3
496
+ pyviz_comms==3.0.3
497
+ ipykernel==5.5.6
498
+ gym-notices==0.0.8
499
+ opentelemetry-semantic-conventions==0.49b2
500
+ fastcore==1.7.22
501
+ torchvision==0.20.1+cu121
502
+ Sphinx==8.1.3
503
+ ply==3.11
504
+ tensorboard==2.17.1
505
+ namex==0.0.8
506
+ astropy-iers-data==0.2024.12.2.0.35.34
507
+ rpy2==3.4.2
508
+ nvidia-nvjitlink-cu12==12.6.85
509
+ array_record==0.5.1
510
+ PyYAML==6.0.2
511
+ tensorflow==2.17.1
512
+ yellowbrick==1.5
513
+ pylibraft-cu12==24.10.0
514
+ orbax-checkpoint==0.6.4
515
+ Werkzeug==3.1.3
516
+ jupyter-console==6.1.0
517
+ thinc==8.2.5
518
+ etils==1.11.0
519
+ langchain-core==0.3.21
520
+ cmdstanpy==1.2.4
521
+ h5netcdf==1.4.1
522
+ cudf-cu12==24.10.1
523
+ zipp==3.21.0
524
+ PyDrive2==1.21.3
525
+ kiwisolver==1.4.7
526
+ pickleshare==0.7.5
527
+ bokeh==3.6.2
528
+ shellingham==1.5.4
529
+ imageio-ffmpeg==0.5.1
530
+ pycocotools==2.0.8
531
+ sqlglot==25.1.0
532
+ tensorstore==0.1.69
533
+ argon2-cffi-bindings==21.2.0
534
+ sentence-transformers==3.2.1
535
+ docutils==0.21.2
536
+ python-apt==0.0.0
537
+ setuptools==75.1.0
538
+ pip==24.1.2
539
+ requirements-parser==0.9.0
540
+ types-setuptools==75.6.0.20241126
541
+ importlib-metadata==4.6.4
542
+ blinker==1.4
543
+ PyJWT==2.3.0
544
+ PyGObject==3.42.1
545
+ cryptography==3.4.8
546
+ pyparsing==2.4.7
547
+ wadllib==1.3.6
548
+ more-itertools==8.10.0
549
+ zipp==1.0.0
550
+ distro==1.7.0
551
+ six==1.16.0
552
+ python-apt==2.4.0+ubuntu4
553
+ jeepney==0.7.1
554
+ SecretStorage==3.3.1
555
+ oauthlib==3.2.0
556
+ lazr.restfulclient==0.14.4
557
+ httplib2==0.20.2
558
+ launchpadlib==1.10.16
559
+ keyring==23.5.0
560
+ lazr.uri==1.0.6
561
+ dbus-python==1.2.18
562
+ inflect==7.3.1
563
+ wheel==0.43.0
564
+ packaging==24.1
565
+ importlib_metadata==8.0.0
566
+ more-itertools==10.3.0
567
+ platformdirs==4.2.2
568
+ backports.tarfile==1.2.0
569
+ typing_extensions==4.12.2
570
+ jaraco.functools==4.0.1
571
+ jaraco.collections==5.1.0
572
+ tomli==2.0.1
573
+ importlib_resources==6.4.0
574
+ jaraco.text==3.12.1
575
+ jaraco.context==5.3.0
576
+ typeguard==4.3.0
577
+ autocommand==2.2.2
578
+ zipp==3.19.2
wandb/run-20241211_042633-wah4vux1/files/wandb-metadata.json ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "os": "Linux-6.1.85+-x86_64-with-glibc2.35",
3
+ "python": "CPython 3.10.12",
4
+ "startedAt": "2024-12-11T04:26:33.646888Z",
5
+ "program": "m2-congretimbau-focal_loss-sempartido.ipynb",
6
+ "email": "[email protected]",
7
+ "root": "/content",
8
+ "host": "fd55a770be24",
9
+ "username": "root",
10
+ "executable": "/usr/bin/python3",
11
+ "colab": "https://colab.research.google.com/notebook#fileId=1a_b6x6zKkekdeqrCzP83ovWk7MhdV3DO",
12
+ "cpu_count": 6,
13
+ "cpu_count_logical": 12,
14
+ "gpu": "NVIDIA A100-SXM4-40GB",
15
+ "gpu_count": 1,
16
+ "disk": {
17
+ "/": {
18
+ "total": "120942624768",
19
+ "used": "36614164480"
20
+ }
21
+ },
22
+ "memory": {
23
+ "total": "89632796672"
24
+ },
25
+ "cpu": {
26
+ "count": 6,
27
+ "countLogical": 12
28
+ },
29
+ "gpu_nvidia": [
30
+ {
31
+ "name": "NVIDIA A100-SXM4-40GB",
32
+ "memoryTotal": "42949672960",
33
+ "cudaCores": 6912,
34
+ "architecture": "Ampere"
35
+ }
36
+ ],
37
+ "cudaVersion": "12.2"
38
+ }
wandb/run-20241211_042633-wah4vux1/files/wandb-summary.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"_wandb":{"runtime":8}}
wandb/run-20241211_042633-wah4vux1/logs/debug-core.log ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"time":"2024-12-11T04:26:32.996515483Z","level":"INFO","msg":"started logging, with flags","port-filename":"/tmp/tmp1ht12chm/port-464.txt","pid":464,"debug":false,"disable-analytics":false}
2
+ {"time":"2024-12-11T04:26:32.99654412Z","level":"INFO","msg":"FeatureState","shutdownOnParentExitEnabled":false}
3
+ {"time":"2024-12-11T04:26:33.443154063Z","level":"INFO","msg":"Will exit if parent process dies.","ppid":464}
4
+ {"time":"2024-12-11T04:26:33.443156332Z","level":"INFO","msg":"server is running","addr":{"IP":"127.0.0.1","Port":40707,"Zone":""}}
5
+ {"time":"2024-12-11T04:26:33.585385719Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"127.0.0.1:53892"}
6
+ {"time":"2024-12-11T04:26:33.64885795Z","level":"INFO","msg":"handleInformInit: received","streamId":"wah4vux1","id":"127.0.0.1:53892"}
7
+ {"time":"2024-12-11T04:26:33.751779758Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"wah4vux1","id":"127.0.0.1:53892"}
8
+ {"time":"2024-12-11T04:28:38.430422355Z","level":"INFO","msg":"handleInformTeardown: server teardown initiated","id":"127.0.0.1:53892"}
9
+ {"time":"2024-12-11T04:28:38.430524985Z","level":"INFO","msg":"connection: Close: initiating connection closure","id":"127.0.0.1:53892"}
10
+ {"time":"2024-12-11T04:28:38.430642627Z","level":"INFO","msg":"connection: Close: connection successfully closed","id":"127.0.0.1:53892"}
11
+ {"time":"2024-12-11T04:28:38.430541905Z","level":"INFO","msg":"server is shutting down"}
12
+ {"time":"2024-12-11T04:28:38.669777272Z","level":"INFO","msg":"handleInformTeardown: server shutdown complete","id":"127.0.0.1:53892"}
13
+ {"time":"2024-12-11T04:28:38.669791299Z","level":"INFO","msg":"connection: ManageConnectionData: connection closed","id":"127.0.0.1:53892"}
14
+ {"time":"2024-12-11T04:28:38.669799437Z","level":"INFO","msg":"server is closed"}
wandb/run-20241211_042633-wah4vux1/logs/debug-internal.log ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"time":"2024-12-11T04:26:33.649024782Z","level":"INFO","msg":"using version","core version":"0.19.0"}
2
+ {"time":"2024-12-11T04:26:33.649049094Z","level":"INFO","msg":"created symlink","path":"/content/wandb/run-20241211_042633-wah4vux1/logs/debug-core.log"}
3
+ {"time":"2024-12-11T04:26:33.751742244Z","level":"INFO","msg":"created new stream","id":"wah4vux1"}
4
+ {"time":"2024-12-11T04:26:33.75177344Z","level":"INFO","msg":"stream: started","id":"wah4vux1"}
5
+ {"time":"2024-12-11T04:26:33.751819655Z","level":"INFO","msg":"writer: Do: started","stream_id":"wah4vux1"}
6
+ {"time":"2024-12-11T04:26:33.751846429Z","level":"INFO","msg":"sender: started","stream_id":"wah4vux1"}
7
+ {"time":"2024-12-11T04:26:33.751889938Z","level":"INFO","msg":"handler: started","stream_id":"wah4vux1"}
8
+ {"time":"2024-12-11T04:26:37.433996195Z","level":"INFO","msg":"Starting system monitor"}
9
+ {"time":"2024-12-11T04:26:37.918501173Z","level":"INFO","msg":"Pausing system monitor"}
10
+ {"time":"2024-12-11T04:26:37.918542387Z","level":"INFO","msg":"Resuming system monitor"}
11
+ {"time":"2024-12-11T04:26:37.918551346Z","level":"INFO","msg":"Pausing system monitor"}
12
+ {"time":"2024-12-11T04:26:37.918557135Z","level":"INFO","msg":"Resuming system monitor"}
13
+ {"time":"2024-12-11T04:26:38.209467967Z","level":"INFO","msg":"Pausing system monitor"}
14
+ {"time":"2024-12-11T04:28:13.514944092Z","level":"INFO","msg":"Resuming system monitor"}
15
+ {"time":"2024-12-11T04:28:13.517111071Z","level":"INFO","msg":"Pausing system monitor"}
16
+ {"time":"2024-12-11T04:28:19.599319Z","level":"INFO","msg":"Resuming system monitor"}
17
+ {"time":"2024-12-11T04:28:20.269551048Z","level":"INFO","msg":"Pausing system monitor"}
18
+ {"time":"2024-12-11T04:28:20.274021048Z","level":"INFO","msg":"Resuming system monitor"}
19
+ {"time":"2024-12-11T04:28:22.701050286Z","level":"INFO","msg":"Pausing system monitor"}
20
+ {"time":"2024-12-11T04:28:27.079815946Z","level":"INFO","msg":"Resuming system monitor"}
21
+ {"time":"2024-12-11T04:28:27.602762512Z","level":"INFO","msg":"Pausing system monitor"}
22
+ {"time":"2024-12-11T04:28:38.430506078Z","level":"INFO","msg":"stream: closing","id":"wah4vux1"}
23
+ {"time":"2024-12-11T04:28:38.430543738Z","level":"INFO","msg":"Stopping system monitor"}
24
+ {"time":"2024-12-11T04:28:38.431098624Z","level":"INFO","msg":"Stopped system monitor"}
25
+ {"time":"2024-12-11T04:28:38.624699235Z","level":"INFO","msg":"fileTransfer: Close: file transfer manager closed"}
26
+ {"time":"2024-12-11T04:28:38.669629724Z","level":"INFO","msg":"handler: closed","stream_id":"wah4vux1"}
27
+ {"time":"2024-12-11T04:28:38.669657538Z","level":"INFO","msg":"sender: closed","stream_id":"wah4vux1"}
28
+ {"time":"2024-12-11T04:28:38.669655507Z","level":"INFO","msg":"writer: Close: closed","stream_id":"wah4vux1"}
29
+ {"time":"2024-12-11T04:28:38.669727276Z","level":"INFO","msg":"stream: closed","id":"wah4vux1"}
wandb/run-20241211_042633-wah4vux1/logs/debug.log ADDED
@@ -0,0 +1,48 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-12-11 04:26:33,635 INFO MainThread:464 [wandb_setup.py:_flush():68] Current SDK version is 0.19.0
2
+ 2024-12-11 04:26:33,635 INFO MainThread:464 [wandb_setup.py:_flush():68] Configure stats pid to 464
3
+ 2024-12-11 04:26:33,635 INFO MainThread:464 [wandb_setup.py:_flush():68] Loading settings from /root/.config/wandb/settings
4
+ 2024-12-11 04:26:33,635 INFO MainThread:464 [wandb_setup.py:_flush():68] Loading settings from /content/wandb/settings
5
+ 2024-12-11 04:26:33,635 INFO MainThread:464 [wandb_setup.py:_flush():68] Loading settings from environment variables
6
+ 2024-12-11 04:26:33,635 INFO MainThread:464 [wandb_init.py:_log_setup():528] Logging user logs to /content/wandb/run-20241211_042633-wah4vux1/logs/debug.log
7
+ 2024-12-11 04:26:33,635 INFO MainThread:464 [wandb_init.py:_log_setup():529] Logging internal logs to /content/wandb/run-20241211_042633-wah4vux1/logs/debug-internal.log
8
+ 2024-12-11 04:26:33,636 INFO MainThread:464 [wandb_init.py:_jupyter_setup():474] configuring jupyter hooks <wandb.sdk.wandb_init._WandbInit object at 0x7bbc23b69150>
9
+ 2024-12-11 04:26:33,636 INFO MainThread:464 [wandb_init.py:init():639] calling init triggers
10
+ 2024-12-11 04:26:33,636 INFO MainThread:464 [wandb_init.py:init():645] wandb.init called with sweep_config: {}
11
+ config: {}
12
+ 2024-12-11 04:26:33,636 INFO MainThread:464 [wandb_init.py:init():688] starting backend
13
+ 2024-12-11 04:26:33,636 INFO MainThread:464 [wandb_init.py:init():692] sending inform_init request
14
+ 2024-12-11 04:26:33,646 INFO MainThread:464 [backend.py:_multiprocessing_setup():104] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
15
+ 2024-12-11 04:26:33,646 INFO MainThread:464 [wandb_init.py:init():705] backend started and connected
16
+ 2024-12-11 04:26:33,654 INFO MainThread:464 [wandb_run.py:_label_probe_notebook():1327] probe notebook
17
+ 2024-12-11 04:26:37,354 INFO MainThread:464 [wandb_init.py:init():798] updated telemetry
18
+ 2024-12-11 04:26:37,354 INFO MainThread:464 [wandb_init.py:init():830] communicating run to backend with 90.0 second timeout
19
+ 2024-12-11 04:26:37,429 INFO MainThread:464 [wandb_init.py:init():882] starting run threads in backend
20
+ 2024-12-11 04:26:37,879 INFO MainThread:464 [wandb_run.py:_console_start():2443] atexit reg
21
+ 2024-12-11 04:26:37,879 INFO MainThread:464 [wandb_run.py:_redirect():2293] redirect: wrap_raw
22
+ 2024-12-11 04:26:37,879 INFO MainThread:464 [wandb_run.py:_redirect():2358] Wrapping output streams.
23
+ 2024-12-11 04:26:37,879 INFO MainThread:464 [wandb_run.py:_redirect():2383] Redirects installed.
24
+ 2024-12-11 04:26:37,881 INFO MainThread:464 [wandb_init.py:init():925] run started, returning control to user process
25
+ 2024-12-11 04:26:37,884 INFO MainThread:464 [jupyter.py:save_ipynb():387] not saving jupyter notebook
26
+ 2024-12-11 04:26:37,884 INFO MainThread:464 [wandb_init.py:_pause_backend():439] pausing backend
27
+ 2024-12-11 04:26:37,888 INFO MainThread:464 [wandb_init.py:_resume_backend():444] resuming backend
28
+ 2024-12-11 04:26:37,889 INFO MainThread:464 [jupyter.py:save_ipynb():387] not saving jupyter notebook
29
+ 2024-12-11 04:26:37,889 INFO MainThread:464 [wandb_init.py:_pause_backend():439] pausing backend
30
+ 2024-12-11 04:26:37,896 INFO MainThread:464 [wandb_init.py:_resume_backend():444] resuming backend
31
+ 2024-12-11 04:26:38,208 INFO MainThread:464 [jupyter.py:save_ipynb():387] not saving jupyter notebook
32
+ 2024-12-11 04:26:38,209 INFO MainThread:464 [wandb_init.py:_pause_backend():439] pausing backend
33
+ 2024-12-11 04:28:13,514 INFO MainThread:464 [wandb_init.py:_resume_backend():444] resuming backend
34
+ 2024-12-11 04:28:13,516 INFO MainThread:464 [jupyter.py:save_ipynb():387] not saving jupyter notebook
35
+ 2024-12-11 04:28:13,516 INFO MainThread:464 [wandb_init.py:_pause_backend():439] pausing backend
36
+ 2024-12-11 04:28:19,598 INFO MainThread:464 [wandb_init.py:_resume_backend():444] resuming backend
37
+ 2024-12-11 04:28:20,269 INFO MainThread:464 [jupyter.py:save_ipynb():387] not saving jupyter notebook
38
+ 2024-12-11 04:28:20,269 INFO MainThread:464 [wandb_init.py:_pause_backend():439] pausing backend
39
+ 2024-12-11 04:28:20,273 INFO MainThread:464 [wandb_init.py:_resume_backend():444] resuming backend
40
+ 2024-12-11 04:28:20,618 INFO MainThread:464 [wandb_run.py:_config_callback():1375] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float32', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['BertForMaskedLM'], 'finetuning_task': None, 'id2label': {0: '0', 1: '1'}, 'label2id': {'0': 0, '1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 0, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'belisards/congretimbau', '_attn_implementation_autoset': True, 'transformers_version': '4.47.0', 'directionality': 'bidi', 'model_type': 'bert', 'output_past': True, 'pooler_fc_size': 768, 'pooler_num_attention_heads': 12, 'pooler_num_fc_layers': 3, 'pooler_size_per_head': 128, 'pooler_type': 'first_token_transform', 'vocab_size': 29794, 'hidden_size': 1024, 'num_hidden_layers': 24, 'num_attention_heads': 16, 'hidden_act': 'gelu', 'intermediate_size': 4096, 'hidden_dropout_prob': 0.05, 'attention_probs_dropout_prob': 0.05, 'max_position_embeddings': 512, 'type_vocab_size': 2, 'initializer_range': 0.02, 'layer_norm_eps': 1e-12, 'position_embedding_type': 'absolute', 'use_cache': True, 'classifier_dropout': None, 'output_dir': '.', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'eval_strategy': 'epoch', 'prediction_loss_only': False, 'per_device_train_batch_size': 128, 'per_device_eval_batch_size': 128, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 1, 'eval_accumulation_steps': None, 'eval_delay': 0, 'torch_empty_cache_steps': None, 'learning_rate': 1e-05, 'weight_decay': 0.02, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 15, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.0, 'warmup_steps': 200, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': './runs/Dec11_04-28-19_fd55a770be24', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 10, 'logging_nan_inf_filter': True, 'save_strategy': 'epoch', 'save_steps': 48, 'save_total_limit': 1, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'restore_callback_states_from_checkpoint': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 5151, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': False, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': 24, 'dataloader_num_workers': 0, 'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': 'm2-congretimbau_tunado', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': True, 'metric_for_best_model': 'f1', 'greater_is_better': True, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': False, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': None, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'include_for_metrics': [], 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'evaluation_strategy': None, 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': False, 'eval_on_start': False, 'use_liger_kernel': False, 'eval_use_gather_object': False, 'average_tokens_across_devices': False}
41
+ 2024-12-11 04:28:20,622 INFO MainThread:464 [wandb_config.py:__setitem__():154] config set model/num_parameters = 334398466 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7bbc208d5ba0>>
42
+ 2024-12-11 04:28:20,622 INFO MainThread:464 [wandb_run.py:_config_callback():1375] config_cb model/num_parameters 334398466 None
43
+ 2024-12-11 04:28:22,699 INFO MainThread:464 [jupyter.py:save_ipynb():387] not saving jupyter notebook
44
+ 2024-12-11 04:28:22,700 INFO MainThread:464 [wandb_init.py:_pause_backend():439] pausing backend
45
+ 2024-12-11 04:28:27,079 INFO MainThread:464 [wandb_init.py:_resume_backend():444] resuming backend
46
+ 2024-12-11 04:28:27,602 INFO MainThread:464 [jupyter.py:save_ipynb():387] not saving jupyter notebook
47
+ 2024-12-11 04:28:27,602 INFO MainThread:464 [wandb_init.py:_pause_backend():439] pausing backend
48
+ 2024-12-11 04:28:38,430 WARNING MsgRouterThr:464 [router.py:message_loop():75] message_loop has been closed
wandb/run-20241211_042633-wah4vux1/run-wah4vux1.wandb ADDED
Binary file (9.64 kB). View file
 
wandb/run-20241211_042903-vt1hbdpt/files/config.yaml ADDED
@@ -0,0 +1,494 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ _attn_implementation_autoset:
2
+ value: true
3
+ _name_or_path:
4
+ value: belisards/congretimbau
5
+ _wandb:
6
+ value:
7
+ cli_version: 0.19.0
8
+ m:
9
+ - "1": train/global_step
10
+ "6":
11
+ - 3
12
+ "7": []
13
+ python_version: 3.10.12
14
+ t:
15
+ "1":
16
+ - 1
17
+ - 2
18
+ - 3
19
+ - 5
20
+ - 11
21
+ - 12
22
+ - 41
23
+ - 49
24
+ - 51
25
+ - 53
26
+ - 55
27
+ - 71
28
+ - 98
29
+ - 100
30
+ - 105
31
+ "2":
32
+ - 1
33
+ - 2
34
+ - 3
35
+ - 5
36
+ - 11
37
+ - 12
38
+ - 41
39
+ - 49
40
+ - 51
41
+ - 53
42
+ - 55
43
+ - 71
44
+ - 98
45
+ - 100
46
+ - 105
47
+ "3":
48
+ - 7
49
+ - 13
50
+ - 19
51
+ - 23
52
+ - 55
53
+ - 66
54
+ "4": 3.10.12
55
+ "5": 0.19.0
56
+ "6": 4.47.0
57
+ "8":
58
+ - 1
59
+ - 5
60
+ - 12
61
+ "9":
62
+ "1": transformers_trainer
63
+ "12": 0.19.0
64
+ "13": linux-x86_64
65
+ accelerator_config:
66
+ value:
67
+ dispatch_batches: null
68
+ even_batches: true
69
+ gradient_accumulation_kwargs: null
70
+ non_blocking: false
71
+ split_batches: false
72
+ use_seedable_sampler: true
73
+ adafactor:
74
+ value: false
75
+ adam_beta1:
76
+ value: 0.9
77
+ adam_beta2:
78
+ value: 0.999
79
+ adam_epsilon:
80
+ value: 1e-08
81
+ add_cross_attention:
82
+ value: false
83
+ architectures:
84
+ value:
85
+ - BertForMaskedLM
86
+ attention_probs_dropout_prob:
87
+ value: 0.05
88
+ auto_find_batch_size:
89
+ value: false
90
+ average_tokens_across_devices:
91
+ value: false
92
+ bad_words_ids:
93
+ value: null
94
+ batch_eval_metrics:
95
+ value: false
96
+ begin_suppress_tokens:
97
+ value: null
98
+ bf16:
99
+ value: false
100
+ bf16_full_eval:
101
+ value: false
102
+ bos_token_id:
103
+ value: null
104
+ chunk_size_feed_forward:
105
+ value: 0
106
+ classifier_dropout:
107
+ value: null
108
+ cross_attention_hidden_size:
109
+ value: null
110
+ data_seed:
111
+ value: null
112
+ dataloader_drop_last:
113
+ value: false
114
+ dataloader_num_workers:
115
+ value: 0
116
+ dataloader_persistent_workers:
117
+ value: false
118
+ dataloader_pin_memory:
119
+ value: true
120
+ dataloader_prefetch_factor:
121
+ value: null
122
+ ddp_backend:
123
+ value: null
124
+ ddp_broadcast_buffers:
125
+ value: null
126
+ ddp_bucket_cap_mb:
127
+ value: null
128
+ ddp_find_unused_parameters:
129
+ value: null
130
+ ddp_timeout:
131
+ value: 1800
132
+ debug:
133
+ value: []
134
+ decoder_start_token_id:
135
+ value: null
136
+ deepspeed:
137
+ value: null
138
+ directionality:
139
+ value: bidi
140
+ disable_tqdm:
141
+ value: false
142
+ dispatch_batches:
143
+ value: null
144
+ diversity_penalty:
145
+ value: 0
146
+ do_eval:
147
+ value: true
148
+ do_predict:
149
+ value: false
150
+ do_sample:
151
+ value: false
152
+ do_train:
153
+ value: false
154
+ early_stopping:
155
+ value: false
156
+ encoder_no_repeat_ngram_size:
157
+ value: 0
158
+ eos_token_id:
159
+ value: null
160
+ eval_accumulation_steps:
161
+ value: null
162
+ eval_delay:
163
+ value: 0
164
+ eval_do_concat_batches:
165
+ value: true
166
+ eval_on_start:
167
+ value: false
168
+ eval_steps:
169
+ value: 24
170
+ eval_strategy:
171
+ value: epoch
172
+ eval_use_gather_object:
173
+ value: false
174
+ evaluation_strategy:
175
+ value: null
176
+ exponential_decay_length_penalty:
177
+ value: null
178
+ finetuning_task:
179
+ value: null
180
+ forced_bos_token_id:
181
+ value: null
182
+ forced_eos_token_id:
183
+ value: null
184
+ fp16:
185
+ value: false
186
+ fp16_backend:
187
+ value: auto
188
+ fp16_full_eval:
189
+ value: false
190
+ fp16_opt_level:
191
+ value: O1
192
+ fsdp:
193
+ value: []
194
+ fsdp_config:
195
+ value:
196
+ min_num_params: 0
197
+ xla: false
198
+ xla_fsdp_grad_ckpt: false
199
+ xla_fsdp_v2: false
200
+ fsdp_min_num_params:
201
+ value: 0
202
+ fsdp_transformer_layer_cls_to_wrap:
203
+ value: null
204
+ full_determinism:
205
+ value: false
206
+ gradient_accumulation_steps:
207
+ value: 1
208
+ gradient_checkpointing:
209
+ value: false
210
+ gradient_checkpointing_kwargs:
211
+ value: null
212
+ greater_is_better:
213
+ value: true
214
+ group_by_length:
215
+ value: false
216
+ half_precision_backend:
217
+ value: auto
218
+ hidden_act:
219
+ value: gelu
220
+ hidden_dropout_prob:
221
+ value: 0.05
222
+ hidden_size:
223
+ value: 1024
224
+ hub_always_push:
225
+ value: false
226
+ hub_model_id:
227
+ value: null
228
+ hub_private_repo:
229
+ value: null
230
+ hub_strategy:
231
+ value: every_save
232
+ hub_token:
233
+ value: <HUB_TOKEN>
234
+ id2label:
235
+ value:
236
+ "0": "0"
237
+ "1": "1"
238
+ ignore_data_skip:
239
+ value: false
240
+ include_for_metrics:
241
+ value: []
242
+ include_inputs_for_metrics:
243
+ value: false
244
+ include_num_input_tokens_seen:
245
+ value: false
246
+ include_tokens_per_second:
247
+ value: false
248
+ initializer_range:
249
+ value: 0.02
250
+ intermediate_size:
251
+ value: 4096
252
+ is_decoder:
253
+ value: false
254
+ is_encoder_decoder:
255
+ value: false
256
+ jit_mode_eval:
257
+ value: false
258
+ label_names:
259
+ value: null
260
+ label_smoothing_factor:
261
+ value: 0
262
+ label2id:
263
+ value:
264
+ "0": 0
265
+ "1": 1
266
+ layer_norm_eps:
267
+ value: 1e-12
268
+ learning_rate:
269
+ value: 1e-05
270
+ length_column_name:
271
+ value: length
272
+ length_penalty:
273
+ value: 1
274
+ load_best_model_at_end:
275
+ value: true
276
+ local_rank:
277
+ value: 0
278
+ log_level:
279
+ value: passive
280
+ log_level_replica:
281
+ value: warning
282
+ log_on_each_node:
283
+ value: true
284
+ logging_dir:
285
+ value: ./runs/Dec11_04-29-04_fd55a770be24
286
+ logging_first_step:
287
+ value: false
288
+ logging_nan_inf_filter:
289
+ value: true
290
+ logging_steps:
291
+ value: 10
292
+ logging_strategy:
293
+ value: steps
294
+ lr_scheduler_type:
295
+ value: linear
296
+ max_grad_norm:
297
+ value: 1
298
+ max_length:
299
+ value: 20
300
+ max_position_embeddings:
301
+ value: 512
302
+ max_steps:
303
+ value: -1
304
+ metric_for_best_model:
305
+ value: f1
306
+ min_length:
307
+ value: 0
308
+ model/num_parameters:
309
+ value: 334398466
310
+ model_type:
311
+ value: bert
312
+ mp_parameters:
313
+ value: ""
314
+ neftune_noise_alpha:
315
+ value: null
316
+ no_cuda:
317
+ value: false
318
+ no_repeat_ngram_size:
319
+ value: 0
320
+ num_attention_heads:
321
+ value: 16
322
+ num_beam_groups:
323
+ value: 1
324
+ num_beams:
325
+ value: 1
326
+ num_hidden_layers:
327
+ value: 24
328
+ num_return_sequences:
329
+ value: 1
330
+ num_train_epochs:
331
+ value: 15
332
+ optim:
333
+ value: adamw_torch
334
+ optim_args:
335
+ value: null
336
+ optim_target_modules:
337
+ value: null
338
+ output_attentions:
339
+ value: false
340
+ output_dir:
341
+ value: .
342
+ output_hidden_states:
343
+ value: false
344
+ output_past:
345
+ value: true
346
+ output_scores:
347
+ value: false
348
+ overwrite_output_dir:
349
+ value: false
350
+ pad_token_id:
351
+ value: 0
352
+ past_index:
353
+ value: -1
354
+ per_device_eval_batch_size:
355
+ value: 128
356
+ per_device_train_batch_size:
357
+ value: 128
358
+ per_gpu_eval_batch_size:
359
+ value: null
360
+ per_gpu_train_batch_size:
361
+ value: null
362
+ pooler_fc_size:
363
+ value: 768
364
+ pooler_num_attention_heads:
365
+ value: 12
366
+ pooler_num_fc_layers:
367
+ value: 3
368
+ pooler_size_per_head:
369
+ value: 128
370
+ pooler_type:
371
+ value: first_token_transform
372
+ position_embedding_type:
373
+ value: absolute
374
+ prediction_loss_only:
375
+ value: false
376
+ prefix:
377
+ value: null
378
+ problem_type:
379
+ value: null
380
+ push_to_hub:
381
+ value: false
382
+ push_to_hub_model_id:
383
+ value: null
384
+ push_to_hub_organization:
385
+ value: null
386
+ push_to_hub_token:
387
+ value: <PUSH_TO_HUB_TOKEN>
388
+ ray_scope:
389
+ value: last
390
+ remove_invalid_values:
391
+ value: false
392
+ remove_unused_columns:
393
+ value: true
394
+ repetition_penalty:
395
+ value: 1
396
+ report_to:
397
+ value:
398
+ - wandb
399
+ restore_callback_states_from_checkpoint:
400
+ value: false
401
+ resume_from_checkpoint:
402
+ value: null
403
+ return_dict:
404
+ value: true
405
+ return_dict_in_generate:
406
+ value: false
407
+ run_name:
408
+ value: m2-congretimbau_tunado
409
+ save_on_each_node:
410
+ value: false
411
+ save_only_model:
412
+ value: false
413
+ save_safetensors:
414
+ value: true
415
+ save_steps:
416
+ value: 48
417
+ save_strategy:
418
+ value: epoch
419
+ save_total_limit:
420
+ value: 1
421
+ seed:
422
+ value: 5151
423
+ sep_token_id:
424
+ value: null
425
+ skip_memory_metrics:
426
+ value: true
427
+ split_batches:
428
+ value: null
429
+ suppress_tokens:
430
+ value: null
431
+ task_specific_params:
432
+ value: null
433
+ temperature:
434
+ value: 1
435
+ tf_legacy_loss:
436
+ value: false
437
+ tf32:
438
+ value: null
439
+ tie_encoder_decoder:
440
+ value: false
441
+ tie_word_embeddings:
442
+ value: true
443
+ tokenizer_class:
444
+ value: null
445
+ top_k:
446
+ value: 50
447
+ top_p:
448
+ value: 1
449
+ torch_compile:
450
+ value: false
451
+ torch_compile_backend:
452
+ value: null
453
+ torch_compile_mode:
454
+ value: null
455
+ torch_dtype:
456
+ value: float32
457
+ torch_empty_cache_steps:
458
+ value: null
459
+ torchdynamo:
460
+ value: null
461
+ torchscript:
462
+ value: false
463
+ tpu_metrics_debug:
464
+ value: false
465
+ tpu_num_cores:
466
+ value: null
467
+ transformers_version:
468
+ value: 4.47.0
469
+ type_vocab_size:
470
+ value: 2
471
+ typical_p:
472
+ value: 1
473
+ use_bfloat16:
474
+ value: false
475
+ use_cache:
476
+ value: true
477
+ use_cpu:
478
+ value: false
479
+ use_ipex:
480
+ value: false
481
+ use_legacy_prediction_loop:
482
+ value: false
483
+ use_liger_kernel:
484
+ value: false
485
+ use_mps_device:
486
+ value: false
487
+ vocab_size:
488
+ value: 29794
489
+ warmup_ratio:
490
+ value: 0
491
+ warmup_steps:
492
+ value: 200
493
+ weight_decay:
494
+ value: 0.02
wandb/run-20241211_042903-vt1hbdpt/files/output.log ADDED
File without changes
wandb/run-20241211_042903-vt1hbdpt/files/requirements.txt ADDED
@@ -0,0 +1,578 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ multiprocess==0.70.16
2
+ accelerate==1.2.0
3
+ fsspec==2024.9.0
4
+ wandb==0.19.0
5
+ transformers==4.47.0
6
+ evaluate==0.4.3
7
+ dill==0.3.8
8
+ tokenizers==0.21.0
9
+ datasets==3.2.0
10
+ xxhash==3.5.0
11
+ google-colab==1.0.0
12
+ termcolor==2.5.0
13
+ numexpr==2.10.2
14
+ duckdb==1.1.3
15
+ slicer==0.0.8
16
+ pandas-stubs==2.2.2.240909
17
+ yarl==1.18.3
18
+ jupyter-client==6.1.12
19
+ umf==0.9.1
20
+ aiohappyeyeballs==2.4.4
21
+ tensorflow-io-gcs-filesystem==0.37.1
22
+ nibabel==5.3.2
23
+ google-api-python-client==2.151.0
24
+ gensim==4.3.3
25
+ plotnine==0.14.3
26
+ stanio==0.5.1
27
+ pyogrio==0.10.0
28
+ nvidia-curand-cu12==10.3.7.77
29
+ Bottleneck==1.4.2
30
+ openpyxl==3.1.5
31
+ audioread==3.0.1
32
+ libcudf-cu12==24.10.1
33
+ networkx==3.4.2
34
+ cupy-cuda12x==12.2.0
35
+ nx-cugraph-cu12==24.10.0
36
+ aiosignal==1.3.1
37
+ StrEnum==0.4.15
38
+ jsonpickle==4.0.0
39
+ google-cloud-firestore==2.19.0
40
+ scipy==1.13.1
41
+ colour==0.1.5
42
+ pycparser==2.22
43
+ cmake==3.30.5
44
+ fastdownload==0.0.7
45
+ google-cloud-functions==1.18.1
46
+ imagesize==1.4.1
47
+ imageio==2.36.1
48
+ frozendict==2.4.6
49
+ ndindex==1.9.2
50
+ html5lib==1.1
51
+ python-louvain==0.16
52
+ Cython==3.0.11
53
+ fastai==2.7.18
54
+ cuda-python==12.2.1
55
+ parsy==2.1
56
+ smmap==5.0.1
57
+ weasel==0.4.1
58
+ pyasn1==0.6.1
59
+ matplotlib==3.8.0
60
+ immutabledict==4.2.1
61
+ dopamine_rl==4.0.9
62
+ uc-micro-py==1.0.3
63
+ websocket-client==1.8.0
64
+ anyio==3.7.1
65
+ msgpack==1.1.0
66
+ multitasking==0.0.11
67
+ albucore==0.0.19
68
+ scikit-image==0.24.0
69
+ setproctitle==1.3.4
70
+ marisa-trie==1.2.1
71
+ nvidia-cuda-nvcc-cu12==12.6.85
72
+ sphinxcontrib-qthelp==2.0.0
73
+ tables==3.10.1
74
+ kaggle==1.6.17
75
+ google-cloud-core==2.4.1
76
+ soupsieve==2.6
77
+ opencv-contrib-python==4.10.0.84
78
+ python-box==7.2.0
79
+ fonttools==4.55.1
80
+ Markdown==3.7
81
+ googleapis-common-protos==1.66.0
82
+ tensorflow-metadata==1.13.1
83
+ google-auth-httplib2==0.2.0
84
+ autograd==1.7.0
85
+ pydantic_core==2.27.1
86
+ pexpect==4.9.0
87
+ tweepy==4.14.0
88
+ pyshp==2.3.1
89
+ sklearn-pandas==2.2.0
90
+ toml==0.10.2
91
+ pydotplus==2.0.2
92
+ click==8.1.7
93
+ optree==0.13.1
94
+ catalogue==2.0.10
95
+ google-api-core==2.19.2
96
+ en-core-web-sm==3.7.1
97
+ tensorflow-datasets==4.9.7
98
+ pynvjitlink-cu12==0.4.0
99
+ pytest==8.3.4
100
+ portpicker==1.5.2
101
+ dm-tree==0.1.8
102
+ h5py==3.12.1
103
+ pandas-gbq==0.24.0
104
+ qdldl==0.1.7.post4
105
+ partd==1.4.2
106
+ wrapt==1.17.0
107
+ blis==0.7.11
108
+ textblob==0.17.1
109
+ jupyterlab_widgets==3.0.13
110
+ filelock==3.16.1
111
+ oauth2client==4.1.3
112
+ iniconfig==2.0.0
113
+ notebook==6.5.5
114
+ pydot==3.0.3
115
+ tomli==2.2.1
116
+ py4j==0.10.9.7
117
+ langchain-text-splitters==0.3.2
118
+ typer==0.15.0
119
+ contourpy==1.3.1
120
+ aiohttp==3.11.9
121
+ langchain==0.3.9
122
+ datascience==0.17.6
123
+ etuples==0.3.9
124
+ six==1.16.0
125
+ tornado==6.3.3
126
+ torchaudio==2.5.1+cu121
127
+ httpcore==1.0.7
128
+ importlib_metadata==8.5.0
129
+ holoviews==1.20.0
130
+ google-ai-generativelanguage==0.6.10
131
+ osqp==0.6.7.post3
132
+ pymc==5.18.2
133
+ google-pasta==0.2.0
134
+ py-cpuinfo==9.0.0
135
+ colorcet==3.1.0
136
+ blosc2==2.7.1
137
+ nvidia-cuda-cupti-cu12==12.6.80
138
+ colorlover==0.3.0
139
+ pymystem3==0.2.0
140
+ MarkupSafe==3.0.2
141
+ astunparse==1.6.3
142
+ google-cloud-bigquery==3.25.0
143
+ opencv-python==4.10.0.84
144
+ Flask==3.0.3
145
+ fastjsonschema==2.21.1
146
+ pylibcugraph-cu12==24.10.0
147
+ google-cloud-datastore==2.20.1
148
+ jaxlib==0.4.33
149
+ rich==13.9.4
150
+ widgetsnbextension==3.6.10
151
+ vega-datasets==0.9.0
152
+ natsort==8.4.0
153
+ blinker==1.9.0
154
+ statsmodels==0.14.4
155
+ sniffio==1.3.1
156
+ cymem==2.0.10
157
+ threadpoolctl==3.5.0
158
+ proto-plus==1.25.0
159
+ httpimport==1.4.0
160
+ matplotlib-inline==0.1.7
161
+ ratelim==0.1.6
162
+ python-utils==3.9.1
163
+ prompt_toolkit==3.0.48
164
+ gspread==6.0.2
165
+ google-cloud-storage==2.8.0
166
+ PyDrive==1.3.1
167
+ tensorflow-probability==0.24.0
168
+ xarray==2024.10.0
169
+ eerepr==0.0.4
170
+ murmurhash==1.0.11
171
+ pylibcudf-cu12==24.10.1
172
+ music21==9.3.0
173
+ geographiclib==2.0
174
+ smart-open==7.0.5
175
+ pygit2==1.16.0
176
+ more-itertools==10.5.0
177
+ cycler==0.12.1
178
+ idna==3.10
179
+ h11==0.14.0
180
+ ipython-genutils==0.2.0
181
+ referencing==0.35.1
182
+ GitPython==3.1.43
183
+ sentencepiece==0.2.0
184
+ CacheControl==0.14.1
185
+ tf_keras==2.17.0
186
+ annotated-types==0.7.0
187
+ ecos==2.0.14
188
+ geopandas==1.0.1
189
+ jieba==0.42.1
190
+ shapely==2.0.6
191
+ ipyparallel==8.8.0
192
+ pyOpenSSL==24.2.1
193
+ pyarrow==17.0.0
194
+ opencv-python-headless==4.10.0.84
195
+ openai==1.54.5
196
+ sentry-sdk==2.19.0
197
+ pyarrow-hotfix==0.6
198
+ gitdb==4.0.11
199
+ prophet==1.1.6
200
+ ipython-sql==0.5.0
201
+ tf-slim==1.1.0
202
+ PySocks==1.7.1
203
+ imbalanced-learn==0.12.4
204
+ mlxtend==0.23.3
205
+ mkl==2025.0.1
206
+ itsdangerous==2.2.0
207
+ gast==0.6.0
208
+ torchsummary==1.5.1
209
+ urllib3==2.2.3
210
+ earthengine-api==1.2.0
211
+ jupyter-server==1.24.0
212
+ webencodings==0.5.1
213
+ seaborn==0.13.2
214
+ SQLAlchemy==2.0.36
215
+ pyerfa==2.0.1.5
216
+ xarray-einstats==0.8.0
217
+ jsonschema==4.23.0
218
+ parso==0.8.4
219
+ tensorflow-hub==0.16.1
220
+ ipyfilechooser==0.6.0
221
+ packaging==24.2
222
+ param==2.1.1
223
+ et_xmlfile==2.0.0
224
+ kagglehub==0.3.4
225
+ yfinance==0.2.50
226
+ spacy==3.7.5
227
+ imgaug==0.4.0
228
+ sqlparse==0.5.2
229
+ certifi==2024.8.30
230
+ plotly==5.24.1
231
+ pandas-datareader==0.10.0
232
+ charset-normalizer==3.4.0
233
+ cloudpathlib==0.20.0
234
+ decorator==4.4.2
235
+ prometheus_client==0.21.1
236
+ google-auth==2.27.0
237
+ pyzmq==24.0.1
238
+ tzdata==2024.2
239
+ scs==3.2.7
240
+ types-pytz==2024.2.0.20241003
241
+ db-dtypes==1.3.1
242
+ chex==0.1.87
243
+ spacy-loggers==1.0.5
244
+ peewee==3.17.8
245
+ nvidia-cuda-runtime-cu12==12.6.77
246
+ ibis-framework==9.2.0
247
+ wasabi==1.1.3
248
+ python-dateutil==2.8.2
249
+ google-generativeai==0.8.3
250
+ google-cloud-aiplatform==1.73.0
251
+ jupyterlab_pygments==0.3.0
252
+ google-cloud-translate==3.17.0
253
+ exceptiongroup==1.2.2
254
+ intel-openmp==2025.0.3
255
+ nvidia-cufft-cu12==11.3.0.4
256
+ timm==1.0.12
257
+ python-slugify==8.0.4
258
+ cryptography==43.0.3
259
+ multipledispatch==1.0.0
260
+ google-crc32c==1.6.0
261
+ rsa==4.9
262
+ cffi==1.17.1
263
+ holidays==0.62
264
+ tinycss2==1.4.0
265
+ google-cloud-iam==2.16.1
266
+ google-cloud-resource-manager==1.13.1
267
+ typeguard==4.4.1
268
+ xlrd==2.0.1
269
+ google==2.0.3
270
+ pandocfilters==1.5.1
271
+ promise==2.3
272
+ progressbar2==4.5.0
273
+ wheel==0.45.1
274
+ google-resumable-media==2.7.2
275
+ einops==0.8.0
276
+ defusedxml==0.7.1
277
+ llvmlite==0.43.0
278
+ attrs==24.2.0
279
+ preshed==3.0.9
280
+ geocoder==1.38.1
281
+ firebase-admin==6.5.0
282
+ ipython==7.34.0
283
+ cvxopt==1.3.2
284
+ greenlet==3.1.1
285
+ confection==0.1.5
286
+ keras==3.5.0
287
+ pandas==2.2.2
288
+ graphviz==0.20.3
289
+ tenacity==9.0.0
290
+ future==1.0.0
291
+ inflect==7.4.0
292
+ langsmith==0.1.147
293
+ babel==2.16.0
294
+ nvidia-cusparse-cu12==12.5.4.2
295
+ importlib_resources==6.4.5
296
+ jiter==0.8.0
297
+ sphinxcontrib-htmlhelp==2.1.0
298
+ moviepy==1.0.3
299
+ typing_extensions==4.12.2
300
+ tcmlib==1.2.0
301
+ snowballstemmer==2.2.0
302
+ scikit-learn==1.5.2
303
+ jsonpatch==1.33
304
+ notebook_shim==0.2.4
305
+ mizani==0.13.0
306
+ simple-parsing==0.1.6
307
+ humanize==4.11.0
308
+ hyperopt==0.2.7
309
+ frozenlist==1.5.0
310
+ uritemplate==4.1.1
311
+ pydata-google-auth==1.9.0
312
+ pyperclip==1.9.0
313
+ lazy_loader==0.4
314
+ bigframes==1.27.0
315
+ numba==0.60.0
316
+ pytensor==2.26.4
317
+ geemap==0.35.1
318
+ polars==1.9.0
319
+ orjson==3.10.12
320
+ fastrlock==0.8.2
321
+ mistune==3.0.2
322
+ sphinxcontrib-applehelp==2.0.0
323
+ mpmath==1.3.0
324
+ mdurl==0.1.2
325
+ async-timeout==4.0.3
326
+ jax==0.4.33
327
+ panel==1.5.4
328
+ patsy==1.0.1
329
+ oauthlib==3.2.2
330
+ librosa==0.10.2.post1
331
+ imutils==0.5.4
332
+ xyzservices==2024.9.0
333
+ Pygments==2.18.0
334
+ sphinxcontrib-jsmath==1.0.1
335
+ pyasn1_modules==0.4.1
336
+ pyproj==3.7.0
337
+ Pyomo==6.8.2
338
+ nvidia-cublas-cu12==12.6.4.1
339
+ numpy==1.26.4
340
+ google-cloud-bigquery-storage==2.27.0
341
+ soxr==0.5.0.post1
342
+ bleach==6.2.0
343
+ sympy==1.13.1
344
+ dask==2024.10.0
345
+ miniKanren==1.0.3
346
+ pathlib==1.0.1
347
+ torch==2.5.1+cu121
348
+ distro==1.9.0
349
+ gym==0.25.2
350
+ lxml==5.3.0
351
+ folium==0.18.0
352
+ altair==4.2.2
353
+ tifffile==2024.9.20
354
+ diffusers==0.31.0
355
+ requests-oauthlib==1.3.1
356
+ google-cloud-language==2.15.1
357
+ ptyprocess==0.7.0
358
+ tensorboard-data-server==0.7.2
359
+ locket==1.0.0
360
+ intel-cmplr-lib-ur==2025.0.3
361
+ lightgbm==4.5.0
362
+ flax==0.8.5
363
+ mdit-py-plugins==0.4.2
364
+ pygame==2.6.1
365
+ pytz==2024.2
366
+ pyparsing==3.2.0
367
+ alabaster==1.0.0
368
+ jupyter_core==5.7.2
369
+ cloudpickle==3.1.0
370
+ logical-unification==0.4.6
371
+ traittypes==0.2.1
372
+ terminado==0.18.1
373
+ beautifulsoup4==4.12.3
374
+ google-cloud-bigquery-connection==1.16.1
375
+ scooby==0.10.0
376
+ google-auth-oauthlib==1.2.1
377
+ protobuf==4.25.5
378
+ astropy==6.1.7
379
+ GDAL==3.6.4
380
+ nbformat==5.10.4
381
+ safetensors==0.4.5
382
+ tzlocal==5.2
383
+ chardet==5.2.0
384
+ psutil==5.9.5
385
+ jsonpointer==3.0.0
386
+ psycopg2==2.9.10
387
+ cachetools==5.5.0
388
+ pyspark==3.5.3
389
+ google-cloud-pubsub==2.27.1
390
+ pillow==11.0.0
391
+ pydantic==2.10.3
392
+ langcodes==3.5.0
393
+ jsonschema-specifications==2024.10.1
394
+ markdown-it-py==3.0.0
395
+ nltk==3.9.1
396
+ nbconvert==7.16.4
397
+ pooch==1.8.2
398
+ huggingface-hub==0.26.3
399
+ tbb==2022.0.0
400
+ ipywidgets==7.7.1
401
+ matplotlib-venn==1.1.1
402
+ rmm-cu12==24.10.0
403
+ sphinxcontrib-serializinghtml==2.0.0
404
+ branca==0.8.0
405
+ gin-config==0.5.0
406
+ bqplot==0.12.43
407
+ opentelemetry-sdk==1.28.2
408
+ community==1.0.0b1
409
+ soundfile==0.12.1
410
+ shap==0.46.0
411
+ joblib==1.4.2
412
+ entrypoints==0.4
413
+ docstring_parser==0.16
414
+ multidict==6.1.0
415
+ grpcio-status==1.62.3
416
+ wcwidth==0.2.13
417
+ geopy==2.4.1
418
+ prettytable==3.12.0
419
+ propcache==0.2.1
420
+ ml-dtypes==0.4.1
421
+ atpublic==4.1.0
422
+ stringzilla==3.11.0
423
+ libclang==18.1.1
424
+ arviz==0.20.0
425
+ requests==2.32.3
426
+ fastprogress==1.0.3
427
+ dlib==19.24.2
428
+ platformdirs==4.3.6
429
+ tabulate==0.9.0
430
+ cufflinks==0.17.3
431
+ spacy-legacy==3.0.12
432
+ grpcio==1.68.1
433
+ cvxpy==1.5.4
434
+ flatbuffers==24.3.25
435
+ pluggy==1.5.0
436
+ regex==2024.9.11
437
+ clarabel==0.9.0
438
+ httplib2==0.22.0
439
+ language_data==1.3.0
440
+ backcall==0.2.0
441
+ nbclient==0.10.1
442
+ ipyleaflet==0.19.2
443
+ PyJWT==2.10.1
444
+ toolz==0.12.1
445
+ opt_einsum==3.4.0
446
+ nvtx==0.2.10
447
+ nvidia-nccl-cu12==2.23.4
448
+ debugpy==1.8.0
449
+ sphinxcontrib-devhelp==2.0.0
450
+ jax-cuda12-pjrt==0.4.33
451
+ missingno==0.5.2
452
+ proglog==0.1.10
453
+ nest-asyncio==1.6.0
454
+ nvidia-cusolver-cu12==11.7.1.2
455
+ gspread-dataframe==3.3.1
456
+ bigquery-magics==0.4.0
457
+ jellyfish==1.1.2
458
+ text-unidecode==1.3
459
+ Deprecated==1.2.15
460
+ srsly==2.4.8
461
+ ipytree==0.2.2
462
+ gcsfs==2024.10.0
463
+ ipyevents==2.0.2
464
+ docker-pycreds==0.4.0
465
+ glob2==0.7
466
+ wordcloud==1.9.4
467
+ traitlets==5.7.1
468
+ nbclassic==1.1.0
469
+ nvidia-cudnn-cu12==9.6.0.74
470
+ easydict==1.13
471
+ httpx==0.28.0
472
+ Jinja2==3.1.4
473
+ argon2-cffi==23.1.0
474
+ linkify-it-py==2.0.3
475
+ optax==0.2.4
476
+ cons==0.4.6
477
+ requests-toolbelt==1.0.0
478
+ editdistance==0.8.1
479
+ jupyter-leaflet==0.19.2
480
+ webcolors==24.11.1
481
+ jax-cuda12-plugin==0.4.33
482
+ albumentations==1.4.20
483
+ PyOpenGL==3.1.7
484
+ tqdm==4.66.6
485
+ googledrivedownloader==0.4
486
+ peft==0.13.2
487
+ absl-py==1.4.0
488
+ eval_type_backport==0.2.0
489
+ opentelemetry-api==1.28.2
490
+ Send2Trash==1.8.3
491
+ gdown==5.2.0
492
+ google-cloud-bigtable==2.27.0
493
+ grpc-google-iam-v1==0.13.1
494
+ rpds-py==0.22.3
495
+ xgboost==2.1.3
496
+ pyviz_comms==3.0.3
497
+ ipykernel==5.5.6
498
+ gym-notices==0.0.8
499
+ opentelemetry-semantic-conventions==0.49b2
500
+ fastcore==1.7.22
501
+ torchvision==0.20.1+cu121
502
+ Sphinx==8.1.3
503
+ ply==3.11
504
+ tensorboard==2.17.1
505
+ namex==0.0.8
506
+ astropy-iers-data==0.2024.12.2.0.35.34
507
+ rpy2==3.4.2
508
+ nvidia-nvjitlink-cu12==12.6.85
509
+ array_record==0.5.1
510
+ PyYAML==6.0.2
511
+ tensorflow==2.17.1
512
+ yellowbrick==1.5
513
+ pylibraft-cu12==24.10.0
514
+ orbax-checkpoint==0.6.4
515
+ Werkzeug==3.1.3
516
+ jupyter-console==6.1.0
517
+ thinc==8.2.5
518
+ etils==1.11.0
519
+ langchain-core==0.3.21
520
+ cmdstanpy==1.2.4
521
+ h5netcdf==1.4.1
522
+ cudf-cu12==24.10.1
523
+ zipp==3.21.0
524
+ PyDrive2==1.21.3
525
+ kiwisolver==1.4.7
526
+ pickleshare==0.7.5
527
+ bokeh==3.6.2
528
+ shellingham==1.5.4
529
+ imageio-ffmpeg==0.5.1
530
+ pycocotools==2.0.8
531
+ sqlglot==25.1.0
532
+ tensorstore==0.1.69
533
+ argon2-cffi-bindings==21.2.0
534
+ sentence-transformers==3.2.1
535
+ docutils==0.21.2
536
+ python-apt==0.0.0
537
+ setuptools==75.1.0
538
+ pip==24.1.2
539
+ requirements-parser==0.9.0
540
+ types-setuptools==75.6.0.20241126
541
+ importlib-metadata==4.6.4
542
+ blinker==1.4
543
+ PyJWT==2.3.0
544
+ PyGObject==3.42.1
545
+ cryptography==3.4.8
546
+ pyparsing==2.4.7
547
+ wadllib==1.3.6
548
+ more-itertools==8.10.0
549
+ zipp==1.0.0
550
+ distro==1.7.0
551
+ six==1.16.0
552
+ python-apt==2.4.0+ubuntu4
553
+ jeepney==0.7.1
554
+ SecretStorage==3.3.1
555
+ oauthlib==3.2.0
556
+ lazr.restfulclient==0.14.4
557
+ httplib2==0.20.2
558
+ launchpadlib==1.10.16
559
+ keyring==23.5.0
560
+ lazr.uri==1.0.6
561
+ dbus-python==1.2.18
562
+ inflect==7.3.1
563
+ wheel==0.43.0
564
+ packaging==24.1
565
+ importlib_metadata==8.0.0
566
+ more-itertools==10.3.0
567
+ platformdirs==4.2.2
568
+ backports.tarfile==1.2.0
569
+ typing_extensions==4.12.2
570
+ jaraco.functools==4.0.1
571
+ jaraco.collections==5.1.0
572
+ tomli==2.0.1
573
+ importlib_resources==6.4.0
574
+ jaraco.text==3.12.1
575
+ jaraco.context==5.3.0
576
+ typeguard==4.3.0
577
+ autocommand==2.2.2
578
+ zipp==3.19.2
wandb/run-20241211_042903-vt1hbdpt/files/wandb-metadata.json ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "os": "Linux-6.1.85+-x86_64-with-glibc2.35",
3
+ "python": "CPython 3.10.12",
4
+ "startedAt": "2024-12-11T04:29:03.449972Z",
5
+ "program": "m2-congretimbau-focal_loss-sempartido.ipynb",
6
+ "email": "[email protected]",
7
+ "root": "/content",
8
+ "host": "fd55a770be24",
9
+ "username": "root",
10
+ "executable": "/usr/bin/python3",
11
+ "colab": "https://colab.research.google.com/notebook#fileId=1a_b6x6zKkekdeqrCzP83ovWk7MhdV3DO",
12
+ "cpu_count": 6,
13
+ "cpu_count_logical": 12,
14
+ "gpu": "NVIDIA A100-SXM4-40GB",
15
+ "gpu_count": 1,
16
+ "disk": {
17
+ "/": {
18
+ "total": "120942624768",
19
+ "used": "36614742016"
20
+ }
21
+ },
22
+ "memory": {
23
+ "total": "89632796672"
24
+ },
25
+ "cpu": {
26
+ "count": 6,
27
+ "countLogical": 12
28
+ },
29
+ "gpu_nvidia": [
30
+ {
31
+ "name": "NVIDIA A100-SXM4-40GB",
32
+ "memoryTotal": "42949672960",
33
+ "cudaCores": 6912,
34
+ "architecture": "Ampere"
35
+ }
36
+ ],
37
+ "cudaVersion": "12.2"
38
+ }
wandb/run-20241211_042903-vt1hbdpt/files/wandb-summary.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"_wandb":{"runtime":4}}
wandb/run-20241211_042903-vt1hbdpt/logs/debug-core.log ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"time":"2024-12-11T04:29:03.186536795Z","level":"INFO","msg":"started logging, with flags","port-filename":"/tmp/tmphfycrb2n/port-1705.txt","pid":1705,"debug":false,"disable-analytics":false}
2
+ {"time":"2024-12-11T04:29:03.186572308Z","level":"INFO","msg":"FeatureState","shutdownOnParentExitEnabled":false}
3
+ {"time":"2024-12-11T04:29:03.191093789Z","level":"INFO","msg":"Will exit if parent process dies.","ppid":1705}
4
+ {"time":"2024-12-11T04:29:03.19108347Z","level":"INFO","msg":"server is running","addr":{"IP":"127.0.0.1","Port":33261,"Zone":""}}
5
+ {"time":"2024-12-11T04:29:03.375152489Z","level":"INFO","msg":"connection: ManageConnectionData: new connection created","id":"127.0.0.1:34992"}
6
+ {"time":"2024-12-11T04:29:03.451090957Z","level":"INFO","msg":"handleInformInit: received","streamId":"vt1hbdpt","id":"127.0.0.1:34992"}
7
+ {"time":"2024-12-11T04:29:03.553761261Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"vt1hbdpt","id":"127.0.0.1:34992"}
8
+ {"time":"2024-12-11T04:30:04.523626016Z","level":"INFO","msg":"handleInformTeardown: server teardown initiated","id":"127.0.0.1:34992"}
9
+ {"time":"2024-12-11T04:30:04.523720479Z","level":"INFO","msg":"connection: Close: initiating connection closure","id":"127.0.0.1:34992"}
10
+ {"time":"2024-12-11T04:30:04.523896711Z","level":"INFO","msg":"connection: Close: connection successfully closed","id":"127.0.0.1:34992"}
11
+ {"time":"2024-12-11T04:30:04.523761243Z","level":"INFO","msg":"server is shutting down"}
12
+ {"time":"2024-12-11T04:30:04.758520303Z","level":"INFO","msg":"handleInformTeardown: server shutdown complete","id":"127.0.0.1:34992"}
13
+ {"time":"2024-12-11T04:30:04.758557239Z","level":"INFO","msg":"connection: ManageConnectionData: connection closed","id":"127.0.0.1:34992"}
14
+ {"time":"2024-12-11T04:30:04.758576834Z","level":"INFO","msg":"server is closed"}
wandb/run-20241211_042903-vt1hbdpt/logs/debug-internal.log ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"time":"2024-12-11T04:29:03.451234822Z","level":"INFO","msg":"using version","core version":"0.19.0"}
2
+ {"time":"2024-12-11T04:29:03.451254718Z","level":"INFO","msg":"created symlink","path":"/content/wandb/run-20241211_042903-vt1hbdpt/logs/debug-core.log"}
3
+ {"time":"2024-12-11T04:29:03.553721829Z","level":"INFO","msg":"created new stream","id":"vt1hbdpt"}
4
+ {"time":"2024-12-11T04:29:03.55375477Z","level":"INFO","msg":"stream: started","id":"vt1hbdpt"}
5
+ {"time":"2024-12-11T04:29:03.553784092Z","level":"INFO","msg":"writer: Do: started","stream_id":"vt1hbdpt"}
6
+ {"time":"2024-12-11T04:29:03.553816218Z","level":"INFO","msg":"sender: started","stream_id":"vt1hbdpt"}
7
+ {"time":"2024-12-11T04:29:03.553854616Z","level":"INFO","msg":"handler: started","stream_id":"vt1hbdpt"}
8
+ {"time":"2024-12-11T04:29:04.254776028Z","level":"INFO","msg":"Starting system monitor"}
9
+ {"time":"2024-12-11T04:29:04.735542801Z","level":"INFO","msg":"Pausing system monitor"}
10
+ {"time":"2024-12-11T04:29:04.735565431Z","level":"INFO","msg":"Resuming system monitor"}
11
+ {"time":"2024-12-11T04:29:04.735570019Z","level":"INFO","msg":"Pausing system monitor"}
12
+ {"time":"2024-12-11T04:29:04.73557386Z","level":"INFO","msg":"Resuming system monitor"}
13
+ {"time":"2024-12-11T04:29:04.735577453Z","level":"INFO","msg":"Pausing system monitor"}
14
+ {"time":"2024-12-11T04:29:04.73558085Z","level":"INFO","msg":"Resuming system monitor"}
15
+ {"time":"2024-12-11T04:29:05.371333804Z","level":"INFO","msg":"Pausing system monitor"}
16
+ {"time":"2024-12-11T04:29:05.412455486Z","level":"INFO","msg":"Resuming system monitor"}
17
+ {"time":"2024-12-11T04:29:07.712940187Z","level":"INFO","msg":"Pausing system monitor"}
18
+ {"time":"2024-12-11T04:30:04.523703541Z","level":"INFO","msg":"stream: closing","id":"vt1hbdpt"}
19
+ {"time":"2024-12-11T04:30:04.523822901Z","level":"INFO","msg":"Stopping system monitor"}
20
+ {"time":"2024-12-11T04:30:04.524610231Z","level":"INFO","msg":"Stopped system monitor"}
21
+ {"time":"2024-12-11T04:30:04.727360156Z","level":"INFO","msg":"fileTransfer: Close: file transfer manager closed"}
22
+ {"time":"2024-12-11T04:30:04.758327151Z","level":"INFO","msg":"handler: closed","stream_id":"vt1hbdpt"}
23
+ {"time":"2024-12-11T04:30:04.758371023Z","level":"INFO","msg":"writer: Close: closed","stream_id":"vt1hbdpt"}
24
+ {"time":"2024-12-11T04:30:04.758408383Z","level":"INFO","msg":"sender: closed","stream_id":"vt1hbdpt"}
25
+ {"time":"2024-12-11T04:30:04.758441234Z","level":"INFO","msg":"stream: closed","id":"vt1hbdpt"}
wandb/run-20241211_042903-vt1hbdpt/logs/debug.log ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-12-11 04:29:03,445 INFO MainThread:1705 [wandb_setup.py:_flush():68] Current SDK version is 0.19.0
2
+ 2024-12-11 04:29:03,446 INFO MainThread:1705 [wandb_setup.py:_flush():68] Configure stats pid to 1705
3
+ 2024-12-11 04:29:03,446 INFO MainThread:1705 [wandb_setup.py:_flush():68] Loading settings from /root/.config/wandb/settings
4
+ 2024-12-11 04:29:03,446 INFO MainThread:1705 [wandb_setup.py:_flush():68] Loading settings from /content/wandb/settings
5
+ 2024-12-11 04:29:03,446 INFO MainThread:1705 [wandb_setup.py:_flush():68] Loading settings from environment variables
6
+ 2024-12-11 04:29:03,446 INFO MainThread:1705 [wandb_init.py:_log_setup():528] Logging user logs to /content/wandb/run-20241211_042903-vt1hbdpt/logs/debug.log
7
+ 2024-12-11 04:29:03,446 INFO MainThread:1705 [wandb_init.py:_log_setup():529] Logging internal logs to /content/wandb/run-20241211_042903-vt1hbdpt/logs/debug-internal.log
8
+ 2024-12-11 04:29:03,446 INFO MainThread:1705 [wandb_init.py:_jupyter_setup():474] configuring jupyter hooks <wandb.sdk.wandb_init._WandbInit object at 0x79799d31dc60>
9
+ 2024-12-11 04:29:03,446 INFO MainThread:1705 [wandb_init.py:init():639] calling init triggers
10
+ 2024-12-11 04:29:03,446 INFO MainThread:1705 [wandb_init.py:init():645] wandb.init called with sweep_config: {}
11
+ config: {}
12
+ 2024-12-11 04:29:03,447 INFO MainThread:1705 [wandb_init.py:init():688] starting backend
13
+ 2024-12-11 04:29:03,447 INFO MainThread:1705 [wandb_init.py:init():692] sending inform_init request
14
+ 2024-12-11 04:29:03,449 INFO MainThread:1705 [backend.py:_multiprocessing_setup():104] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
15
+ 2024-12-11 04:29:03,449 INFO MainThread:1705 [wandb_init.py:init():705] backend started and connected
16
+ 2024-12-11 04:29:03,457 INFO MainThread:1705 [wandb_run.py:_label_probe_notebook():1327] probe notebook
17
+ 2024-12-11 04:29:04,113 INFO MainThread:1705 [wandb_init.py:init():798] updated telemetry
18
+ 2024-12-11 04:29:04,114 INFO MainThread:1705 [wandb_init.py:init():830] communicating run to backend with 90.0 second timeout
19
+ 2024-12-11 04:29:04,250 INFO MainThread:1705 [wandb_init.py:init():882] starting run threads in backend
20
+ 2024-12-11 04:29:04,695 INFO MainThread:1705 [wandb_run.py:_console_start():2443] atexit reg
21
+ 2024-12-11 04:29:04,695 INFO MainThread:1705 [wandb_run.py:_redirect():2293] redirect: wrap_raw
22
+ 2024-12-11 04:29:04,695 INFO MainThread:1705 [wandb_run.py:_redirect():2358] Wrapping output streams.
23
+ 2024-12-11 04:29:04,695 INFO MainThread:1705 [wandb_run.py:_redirect():2383] Redirects installed.
24
+ 2024-12-11 04:29:04,698 INFO MainThread:1705 [wandb_init.py:init():925] run started, returning control to user process
25
+ 2024-12-11 04:29:04,701 INFO MainThread:1705 [jupyter.py:save_ipynb():387] not saving jupyter notebook
26
+ 2024-12-11 04:29:04,701 INFO MainThread:1705 [wandb_init.py:_pause_backend():439] pausing backend
27
+ 2024-12-11 04:29:04,705 INFO MainThread:1705 [wandb_init.py:_resume_backend():444] resuming backend
28
+ 2024-12-11 04:29:04,706 INFO MainThread:1705 [jupyter.py:save_ipynb():387] not saving jupyter notebook
29
+ 2024-12-11 04:29:04,706 INFO MainThread:1705 [wandb_init.py:_pause_backend():439] pausing backend
30
+ 2024-12-11 04:29:04,713 INFO MainThread:1705 [wandb_init.py:_resume_backend():444] resuming backend
31
+ 2024-12-11 04:29:04,714 INFO MainThread:1705 [jupyter.py:save_ipynb():387] not saving jupyter notebook
32
+ 2024-12-11 04:29:04,714 INFO MainThread:1705 [wandb_init.py:_pause_backend():439] pausing backend
33
+ 2024-12-11 04:29:04,719 INFO MainThread:1705 [wandb_init.py:_resume_backend():444] resuming backend
34
+ 2024-12-11 04:29:05,370 INFO MainThread:1705 [jupyter.py:save_ipynb():387] not saving jupyter notebook
35
+ 2024-12-11 04:29:05,371 INFO MainThread:1705 [wandb_init.py:_pause_backend():439] pausing backend
36
+ 2024-12-11 04:29:05,375 INFO MainThread:1705 [wandb_init.py:_resume_backend():444] resuming backend
37
+ 2024-12-11 04:29:05,773 INFO MainThread:1705 [wandb_run.py:_config_callback():1375] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float32', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['BertForMaskedLM'], 'finetuning_task': None, 'id2label': {0: '0', 1: '1'}, 'label2id': {'0': 0, '1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 0, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'belisards/congretimbau', '_attn_implementation_autoset': True, 'transformers_version': '4.47.0', 'directionality': 'bidi', 'model_type': 'bert', 'output_past': True, 'pooler_fc_size': 768, 'pooler_num_attention_heads': 12, 'pooler_num_fc_layers': 3, 'pooler_size_per_head': 128, 'pooler_type': 'first_token_transform', 'vocab_size': 29794, 'hidden_size': 1024, 'num_hidden_layers': 24, 'num_attention_heads': 16, 'hidden_act': 'gelu', 'intermediate_size': 4096, 'hidden_dropout_prob': 0.05, 'attention_probs_dropout_prob': 0.05, 'max_position_embeddings': 512, 'type_vocab_size': 2, 'initializer_range': 0.02, 'layer_norm_eps': 1e-12, 'position_embedding_type': 'absolute', 'use_cache': True, 'classifier_dropout': None, 'output_dir': '.', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'eval_strategy': 'epoch', 'prediction_loss_only': False, 'per_device_train_batch_size': 128, 'per_device_eval_batch_size': 128, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 1, 'eval_accumulation_steps': None, 'eval_delay': 0, 'torch_empty_cache_steps': None, 'learning_rate': 1e-05, 'weight_decay': 0.02, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 15, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.0, 'warmup_steps': 200, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': './runs/Dec11_04-29-04_fd55a770be24', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 10, 'logging_nan_inf_filter': True, 'save_strategy': 'epoch', 'save_steps': 48, 'save_total_limit': 1, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'restore_callback_states_from_checkpoint': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 5151, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': False, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': 24, 'dataloader_num_workers': 0, 'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': 'm2-congretimbau_tunado', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': True, 'metric_for_best_model': 'f1', 'greater_is_better': True, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': False, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': None, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'include_for_metrics': [], 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'evaluation_strategy': None, 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': False, 'eval_on_start': False, 'use_liger_kernel': False, 'eval_use_gather_object': False, 'average_tokens_across_devices': False}
38
+ 2024-12-11 04:29:05,777 INFO MainThread:1705 [wandb_config.py:__setitem__():154] config set model/num_parameters = 334398466 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x797955c8e920>>
39
+ 2024-12-11 04:29:05,777 INFO MainThread:1705 [wandb_run.py:_config_callback():1375] config_cb model/num_parameters 334398466 None
40
+ 2024-12-11 04:29:07,712 INFO MainThread:1705 [jupyter.py:save_ipynb():387] not saving jupyter notebook
41
+ 2024-12-11 04:29:07,712 INFO MainThread:1705 [wandb_init.py:_pause_backend():439] pausing backend
42
+ 2024-12-11 04:30:04,523 WARNING MsgRouterThr:1705 [router.py:message_loop():75] message_loop has been closed
wandb/run-20241211_042903-vt1hbdpt/run-vt1hbdpt.wandb ADDED
Binary file (7.85 kB). View file
 
wandb/run-20241211_043031-pfhjmc9v/files/config.yaml ADDED
@@ -0,0 +1,568 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ _attn_implementation_autoset:
2
+ value: true
3
+ _name_or_path:
4
+ value: belisards/congretimbau
5
+ _wandb:
6
+ value:
7
+ cli_version: 0.19.0
8
+ m:
9
+ - "1": train/global_step
10
+ "6":
11
+ - 3
12
+ "7": []
13
+ - "1": train/learning_rate
14
+ "5": 1
15
+ "6":
16
+ - 1
17
+ - 3
18
+ "7": []
19
+ - "1": eval/accuracy
20
+ "5": 1
21
+ "6":
22
+ - 1
23
+ - 3
24
+ "7": []
25
+ - "1": eval/steps_per_second
26
+ "5": 1
27
+ "6":
28
+ - 1
29
+ - 3
30
+ "7": []
31
+ - "1": eval/runtime
32
+ "5": 1
33
+ "6":
34
+ - 1
35
+ - 3
36
+ "7": []
37
+ - "1": eval/loss
38
+ "5": 1
39
+ "6":
40
+ - 1
41
+ - 3
42
+ "7": []
43
+ - "1": eval/f1
44
+ "5": 1
45
+ "6":
46
+ - 1
47
+ - 3
48
+ "7": []
49
+ - "1": train/loss
50
+ "5": 1
51
+ "6":
52
+ - 1
53
+ - 3
54
+ "7": []
55
+ - "1": train/grad_norm
56
+ "5": 1
57
+ "6":
58
+ - 1
59
+ - 3
60
+ "7": []
61
+ - "1": train/epoch
62
+ "5": 1
63
+ "6":
64
+ - 1
65
+ - 3
66
+ "7": []
67
+ - "1": eval/samples_per_second
68
+ "5": 1
69
+ "6":
70
+ - 1
71
+ - 3
72
+ "7": []
73
+ - "1": eval/precision
74
+ "5": 1
75
+ "6":
76
+ - 1
77
+ - 3
78
+ "7": []
79
+ - "1": eval/recall
80
+ "5": 1
81
+ "6":
82
+ - 1
83
+ - 3
84
+ "7": []
85
+ python_version: 3.10.12
86
+ t:
87
+ "1":
88
+ - 1
89
+ - 2
90
+ - 3
91
+ - 5
92
+ - 11
93
+ - 12
94
+ - 41
95
+ - 49
96
+ - 51
97
+ - 53
98
+ - 55
99
+ - 71
100
+ - 98
101
+ - 100
102
+ - 105
103
+ "2":
104
+ - 1
105
+ - 2
106
+ - 3
107
+ - 5
108
+ - 11
109
+ - 12
110
+ - 41
111
+ - 49
112
+ - 51
113
+ - 53
114
+ - 55
115
+ - 71
116
+ - 98
117
+ - 100
118
+ - 105
119
+ "3":
120
+ - 2
121
+ - 7
122
+ - 13
123
+ - 19
124
+ - 23
125
+ - 55
126
+ - 62
127
+ - 66
128
+ "4": 3.10.12
129
+ "5": 0.19.0
130
+ "6": 4.47.0
131
+ "8":
132
+ - 1
133
+ - 5
134
+ - 12
135
+ "9":
136
+ "1": transformers_trainer
137
+ "12": 0.19.0
138
+ "13": linux-x86_64
139
+ accelerator_config:
140
+ value:
141
+ dispatch_batches: null
142
+ even_batches: true
143
+ gradient_accumulation_kwargs: null
144
+ non_blocking: false
145
+ split_batches: false
146
+ use_seedable_sampler: true
147
+ adafactor:
148
+ value: false
149
+ adam_beta1:
150
+ value: 0.9
151
+ adam_beta2:
152
+ value: 0.999
153
+ adam_epsilon:
154
+ value: 1e-08
155
+ add_cross_attention:
156
+ value: false
157
+ architectures:
158
+ value:
159
+ - BertForMaskedLM
160
+ attention_probs_dropout_prob:
161
+ value: 0.05
162
+ auto_find_batch_size:
163
+ value: false
164
+ average_tokens_across_devices:
165
+ value: false
166
+ bad_words_ids:
167
+ value: null
168
+ batch_eval_metrics:
169
+ value: false
170
+ begin_suppress_tokens:
171
+ value: null
172
+ bf16:
173
+ value: false
174
+ bf16_full_eval:
175
+ value: false
176
+ bos_token_id:
177
+ value: null
178
+ chunk_size_feed_forward:
179
+ value: 0
180
+ classifier_dropout:
181
+ value: null
182
+ cross_attention_hidden_size:
183
+ value: null
184
+ data_seed:
185
+ value: null
186
+ dataloader_drop_last:
187
+ value: false
188
+ dataloader_num_workers:
189
+ value: 0
190
+ dataloader_persistent_workers:
191
+ value: false
192
+ dataloader_pin_memory:
193
+ value: true
194
+ dataloader_prefetch_factor:
195
+ value: null
196
+ ddp_backend:
197
+ value: null
198
+ ddp_broadcast_buffers:
199
+ value: null
200
+ ddp_bucket_cap_mb:
201
+ value: null
202
+ ddp_find_unused_parameters:
203
+ value: null
204
+ ddp_timeout:
205
+ value: 1800
206
+ debug:
207
+ value: []
208
+ decoder_start_token_id:
209
+ value: null
210
+ deepspeed:
211
+ value: null
212
+ directionality:
213
+ value: bidi
214
+ disable_tqdm:
215
+ value: false
216
+ dispatch_batches:
217
+ value: null
218
+ diversity_penalty:
219
+ value: 0
220
+ do_eval:
221
+ value: true
222
+ do_predict:
223
+ value: false
224
+ do_sample:
225
+ value: false
226
+ do_train:
227
+ value: false
228
+ early_stopping:
229
+ value: false
230
+ encoder_no_repeat_ngram_size:
231
+ value: 0
232
+ eos_token_id:
233
+ value: null
234
+ eval_accumulation_steps:
235
+ value: null
236
+ eval_delay:
237
+ value: 0
238
+ eval_do_concat_batches:
239
+ value: true
240
+ eval_on_start:
241
+ value: false
242
+ eval_steps:
243
+ value: 102
244
+ eval_strategy:
245
+ value: epoch
246
+ eval_use_gather_object:
247
+ value: false
248
+ evaluation_strategy:
249
+ value: null
250
+ exponential_decay_length_penalty:
251
+ value: null
252
+ finetuning_task:
253
+ value: null
254
+ forced_bos_token_id:
255
+ value: null
256
+ forced_eos_token_id:
257
+ value: null
258
+ fp16:
259
+ value: false
260
+ fp16_backend:
261
+ value: auto
262
+ fp16_full_eval:
263
+ value: false
264
+ fp16_opt_level:
265
+ value: O1
266
+ fsdp:
267
+ value: []
268
+ fsdp_config:
269
+ value:
270
+ min_num_params: 0
271
+ xla: false
272
+ xla_fsdp_grad_ckpt: false
273
+ xla_fsdp_v2: false
274
+ fsdp_min_num_params:
275
+ value: 0
276
+ fsdp_transformer_layer_cls_to_wrap:
277
+ value: null
278
+ full_determinism:
279
+ value: false
280
+ gradient_accumulation_steps:
281
+ value: 1
282
+ gradient_checkpointing:
283
+ value: false
284
+ gradient_checkpointing_kwargs:
285
+ value: null
286
+ greater_is_better:
287
+ value: true
288
+ group_by_length:
289
+ value: false
290
+ half_precision_backend:
291
+ value: auto
292
+ hidden_act:
293
+ value: gelu
294
+ hidden_dropout_prob:
295
+ value: 0.05
296
+ hidden_size:
297
+ value: 1024
298
+ hub_always_push:
299
+ value: false
300
+ hub_model_id:
301
+ value: null
302
+ hub_private_repo:
303
+ value: null
304
+ hub_strategy:
305
+ value: every_save
306
+ hub_token:
307
+ value: <HUB_TOKEN>
308
+ id2label:
309
+ value:
310
+ "0": "0"
311
+ "1": "1"
312
+ ignore_data_skip:
313
+ value: false
314
+ include_for_metrics:
315
+ value: []
316
+ include_inputs_for_metrics:
317
+ value: false
318
+ include_num_input_tokens_seen:
319
+ value: false
320
+ include_tokens_per_second:
321
+ value: false
322
+ initializer_range:
323
+ value: 0.02
324
+ intermediate_size:
325
+ value: 4096
326
+ is_decoder:
327
+ value: false
328
+ is_encoder_decoder:
329
+ value: false
330
+ jit_mode_eval:
331
+ value: false
332
+ label_names:
333
+ value: null
334
+ label_smoothing_factor:
335
+ value: 0
336
+ label2id:
337
+ value:
338
+ "0": 0
339
+ "1": 1
340
+ layer_norm_eps:
341
+ value: 1e-12
342
+ learning_rate:
343
+ value: 1e-05
344
+ length_column_name:
345
+ value: length
346
+ length_penalty:
347
+ value: 1
348
+ load_best_model_at_end:
349
+ value: true
350
+ local_rank:
351
+ value: 0
352
+ log_level:
353
+ value: passive
354
+ log_level_replica:
355
+ value: warning
356
+ log_on_each_node:
357
+ value: true
358
+ logging_dir:
359
+ value: ./runs/Dec11_04-30-35_fd55a770be24
360
+ logging_first_step:
361
+ value: false
362
+ logging_nan_inf_filter:
363
+ value: true
364
+ logging_steps:
365
+ value: 10
366
+ logging_strategy:
367
+ value: steps
368
+ lr_scheduler_type:
369
+ value: linear
370
+ max_grad_norm:
371
+ value: 1
372
+ max_length:
373
+ value: 20
374
+ max_position_embeddings:
375
+ value: 512
376
+ max_steps:
377
+ value: -1
378
+ metric_for_best_model:
379
+ value: f1
380
+ min_length:
381
+ value: 0
382
+ model/num_parameters:
383
+ value: 334398466
384
+ model_type:
385
+ value: bert
386
+ mp_parameters:
387
+ value: ""
388
+ neftune_noise_alpha:
389
+ value: null
390
+ no_cuda:
391
+ value: false
392
+ no_repeat_ngram_size:
393
+ value: 0
394
+ num_attention_heads:
395
+ value: 16
396
+ num_beam_groups:
397
+ value: 1
398
+ num_beams:
399
+ value: 1
400
+ num_hidden_layers:
401
+ value: 24
402
+ num_return_sequences:
403
+ value: 1
404
+ num_train_epochs:
405
+ value: 18
406
+ optim:
407
+ value: adamw_torch
408
+ optim_args:
409
+ value: null
410
+ optim_target_modules:
411
+ value: null
412
+ output_attentions:
413
+ value: false
414
+ output_dir:
415
+ value: .
416
+ output_hidden_states:
417
+ value: false
418
+ output_past:
419
+ value: true
420
+ output_scores:
421
+ value: false
422
+ overwrite_output_dir:
423
+ value: false
424
+ pad_token_id:
425
+ value: 0
426
+ past_index:
427
+ value: -1
428
+ per_device_eval_batch_size:
429
+ value: 32
430
+ per_device_train_batch_size:
431
+ value: 32
432
+ per_gpu_eval_batch_size:
433
+ value: null
434
+ per_gpu_train_batch_size:
435
+ value: null
436
+ pooler_fc_size:
437
+ value: 768
438
+ pooler_num_attention_heads:
439
+ value: 12
440
+ pooler_num_fc_layers:
441
+ value: 3
442
+ pooler_size_per_head:
443
+ value: 128
444
+ pooler_type:
445
+ value: first_token_transform
446
+ position_embedding_type:
447
+ value: absolute
448
+ prediction_loss_only:
449
+ value: false
450
+ prefix:
451
+ value: null
452
+ problem_type:
453
+ value: null
454
+ push_to_hub:
455
+ value: false
456
+ push_to_hub_model_id:
457
+ value: null
458
+ push_to_hub_organization:
459
+ value: null
460
+ push_to_hub_token:
461
+ value: <PUSH_TO_HUB_TOKEN>
462
+ ray_scope:
463
+ value: last
464
+ remove_invalid_values:
465
+ value: false
466
+ remove_unused_columns:
467
+ value: true
468
+ repetition_penalty:
469
+ value: 1
470
+ report_to:
471
+ value:
472
+ - wandb
473
+ restore_callback_states_from_checkpoint:
474
+ value: false
475
+ resume_from_checkpoint:
476
+ value: null
477
+ return_dict:
478
+ value: true
479
+ return_dict_in_generate:
480
+ value: false
481
+ run_name:
482
+ value: m2-congretimbau_tunado
483
+ save_on_each_node:
484
+ value: false
485
+ save_only_model:
486
+ value: false
487
+ save_safetensors:
488
+ value: true
489
+ save_steps:
490
+ value: 204
491
+ save_strategy:
492
+ value: epoch
493
+ save_total_limit:
494
+ value: 1
495
+ seed:
496
+ value: 5151
497
+ sep_token_id:
498
+ value: null
499
+ skip_memory_metrics:
500
+ value: true
501
+ split_batches:
502
+ value: null
503
+ suppress_tokens:
504
+ value: null
505
+ task_specific_params:
506
+ value: null
507
+ temperature:
508
+ value: 1
509
+ tf_legacy_loss:
510
+ value: false
511
+ tf32:
512
+ value: null
513
+ tie_encoder_decoder:
514
+ value: false
515
+ tie_word_embeddings:
516
+ value: true
517
+ tokenizer_class:
518
+ value: null
519
+ top_k:
520
+ value: 50
521
+ top_p:
522
+ value: 1
523
+ torch_compile:
524
+ value: false
525
+ torch_compile_backend:
526
+ value: null
527
+ torch_compile_mode:
528
+ value: null
529
+ torch_dtype:
530
+ value: float32
531
+ torch_empty_cache_steps:
532
+ value: null
533
+ torchdynamo:
534
+ value: null
535
+ torchscript:
536
+ value: false
537
+ tpu_metrics_debug:
538
+ value: false
539
+ tpu_num_cores:
540
+ value: null
541
+ transformers_version:
542
+ value: 4.47.0
543
+ type_vocab_size:
544
+ value: 2
545
+ typical_p:
546
+ value: 1
547
+ use_bfloat16:
548
+ value: false
549
+ use_cache:
550
+ value: true
551
+ use_cpu:
552
+ value: false
553
+ use_ipex:
554
+ value: false
555
+ use_legacy_prediction_loop:
556
+ value: false
557
+ use_liger_kernel:
558
+ value: false
559
+ use_mps_device:
560
+ value: false
561
+ vocab_size:
562
+ value: 29794
563
+ warmup_ratio:
564
+ value: 0
565
+ warmup_steps:
566
+ value: 200
567
+ weight_decay:
568
+ value: 0.02
wandb/run-20241211_043031-pfhjmc9v/files/output.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ precision recall f1-score support
2
+
3
+ 0 0.91 0.89 0.90 114
4
+ 1 0.66 0.70 0.68 33
5
+
6
+ accuracy 0.85 147
7
+ macro avg 0.78 0.80 0.79 147
8
+ weighted avg 0.85 0.85 0.85 147
wandb/run-20241211_043031-pfhjmc9v/files/requirements.txt ADDED
@@ -0,0 +1,578 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ multiprocess==0.70.16
2
+ accelerate==1.2.0
3
+ fsspec==2024.9.0
4
+ wandb==0.19.0
5
+ transformers==4.47.0
6
+ evaluate==0.4.3
7
+ dill==0.3.8
8
+ tokenizers==0.21.0
9
+ datasets==3.2.0
10
+ xxhash==3.5.0
11
+ google-colab==1.0.0
12
+ termcolor==2.5.0
13
+ numexpr==2.10.2
14
+ duckdb==1.1.3
15
+ slicer==0.0.8
16
+ pandas-stubs==2.2.2.240909
17
+ yarl==1.18.3
18
+ jupyter-client==6.1.12
19
+ umf==0.9.1
20
+ aiohappyeyeballs==2.4.4
21
+ tensorflow-io-gcs-filesystem==0.37.1
22
+ nibabel==5.3.2
23
+ google-api-python-client==2.151.0
24
+ gensim==4.3.3
25
+ plotnine==0.14.3
26
+ stanio==0.5.1
27
+ pyogrio==0.10.0
28
+ nvidia-curand-cu12==10.3.7.77
29
+ Bottleneck==1.4.2
30
+ openpyxl==3.1.5
31
+ audioread==3.0.1
32
+ libcudf-cu12==24.10.1
33
+ networkx==3.4.2
34
+ cupy-cuda12x==12.2.0
35
+ nx-cugraph-cu12==24.10.0
36
+ aiosignal==1.3.1
37
+ StrEnum==0.4.15
38
+ jsonpickle==4.0.0
39
+ google-cloud-firestore==2.19.0
40
+ scipy==1.13.1
41
+ colour==0.1.5
42
+ pycparser==2.22
43
+ cmake==3.30.5
44
+ fastdownload==0.0.7
45
+ google-cloud-functions==1.18.1
46
+ imagesize==1.4.1
47
+ imageio==2.36.1
48
+ frozendict==2.4.6
49
+ ndindex==1.9.2
50
+ html5lib==1.1
51
+ python-louvain==0.16
52
+ Cython==3.0.11
53
+ fastai==2.7.18
54
+ cuda-python==12.2.1
55
+ parsy==2.1
56
+ smmap==5.0.1
57
+ weasel==0.4.1
58
+ pyasn1==0.6.1
59
+ matplotlib==3.8.0
60
+ immutabledict==4.2.1
61
+ dopamine_rl==4.0.9
62
+ uc-micro-py==1.0.3
63
+ websocket-client==1.8.0
64
+ anyio==3.7.1
65
+ msgpack==1.1.0
66
+ multitasking==0.0.11
67
+ albucore==0.0.19
68
+ scikit-image==0.24.0
69
+ setproctitle==1.3.4
70
+ marisa-trie==1.2.1
71
+ nvidia-cuda-nvcc-cu12==12.6.85
72
+ sphinxcontrib-qthelp==2.0.0
73
+ tables==3.10.1
74
+ kaggle==1.6.17
75
+ google-cloud-core==2.4.1
76
+ soupsieve==2.6
77
+ opencv-contrib-python==4.10.0.84
78
+ python-box==7.2.0
79
+ fonttools==4.55.1
80
+ Markdown==3.7
81
+ googleapis-common-protos==1.66.0
82
+ tensorflow-metadata==1.13.1
83
+ google-auth-httplib2==0.2.0
84
+ autograd==1.7.0
85
+ pydantic_core==2.27.1
86
+ pexpect==4.9.0
87
+ tweepy==4.14.0
88
+ pyshp==2.3.1
89
+ sklearn-pandas==2.2.0
90
+ toml==0.10.2
91
+ pydotplus==2.0.2
92
+ click==8.1.7
93
+ optree==0.13.1
94
+ catalogue==2.0.10
95
+ google-api-core==2.19.2
96
+ en-core-web-sm==3.7.1
97
+ tensorflow-datasets==4.9.7
98
+ pynvjitlink-cu12==0.4.0
99
+ pytest==8.3.4
100
+ portpicker==1.5.2
101
+ dm-tree==0.1.8
102
+ h5py==3.12.1
103
+ pandas-gbq==0.24.0
104
+ qdldl==0.1.7.post4
105
+ partd==1.4.2
106
+ wrapt==1.17.0
107
+ blis==0.7.11
108
+ textblob==0.17.1
109
+ jupyterlab_widgets==3.0.13
110
+ filelock==3.16.1
111
+ oauth2client==4.1.3
112
+ iniconfig==2.0.0
113
+ notebook==6.5.5
114
+ pydot==3.0.3
115
+ tomli==2.2.1
116
+ py4j==0.10.9.7
117
+ langchain-text-splitters==0.3.2
118
+ typer==0.15.0
119
+ contourpy==1.3.1
120
+ aiohttp==3.11.9
121
+ langchain==0.3.9
122
+ datascience==0.17.6
123
+ etuples==0.3.9
124
+ six==1.16.0
125
+ tornado==6.3.3
126
+ torchaudio==2.5.1+cu121
127
+ httpcore==1.0.7
128
+ importlib_metadata==8.5.0
129
+ holoviews==1.20.0
130
+ google-ai-generativelanguage==0.6.10
131
+ osqp==0.6.7.post3
132
+ pymc==5.18.2
133
+ google-pasta==0.2.0
134
+ py-cpuinfo==9.0.0
135
+ colorcet==3.1.0
136
+ blosc2==2.7.1
137
+ nvidia-cuda-cupti-cu12==12.6.80
138
+ colorlover==0.3.0
139
+ pymystem3==0.2.0
140
+ MarkupSafe==3.0.2
141
+ astunparse==1.6.3
142
+ google-cloud-bigquery==3.25.0
143
+ opencv-python==4.10.0.84
144
+ Flask==3.0.3
145
+ fastjsonschema==2.21.1
146
+ pylibcugraph-cu12==24.10.0
147
+ google-cloud-datastore==2.20.1
148
+ jaxlib==0.4.33
149
+ rich==13.9.4
150
+ widgetsnbextension==3.6.10
151
+ vega-datasets==0.9.0
152
+ natsort==8.4.0
153
+ blinker==1.9.0
154
+ statsmodels==0.14.4
155
+ sniffio==1.3.1
156
+ cymem==2.0.10
157
+ threadpoolctl==3.5.0
158
+ proto-plus==1.25.0
159
+ httpimport==1.4.0
160
+ matplotlib-inline==0.1.7
161
+ ratelim==0.1.6
162
+ python-utils==3.9.1
163
+ prompt_toolkit==3.0.48
164
+ gspread==6.0.2
165
+ google-cloud-storage==2.8.0
166
+ PyDrive==1.3.1
167
+ tensorflow-probability==0.24.0
168
+ xarray==2024.10.0
169
+ eerepr==0.0.4
170
+ murmurhash==1.0.11
171
+ pylibcudf-cu12==24.10.1
172
+ music21==9.3.0
173
+ geographiclib==2.0
174
+ smart-open==7.0.5
175
+ pygit2==1.16.0
176
+ more-itertools==10.5.0
177
+ cycler==0.12.1
178
+ idna==3.10
179
+ h11==0.14.0
180
+ ipython-genutils==0.2.0
181
+ referencing==0.35.1
182
+ GitPython==3.1.43
183
+ sentencepiece==0.2.0
184
+ CacheControl==0.14.1
185
+ tf_keras==2.17.0
186
+ annotated-types==0.7.0
187
+ ecos==2.0.14
188
+ geopandas==1.0.1
189
+ jieba==0.42.1
190
+ shapely==2.0.6
191
+ ipyparallel==8.8.0
192
+ pyOpenSSL==24.2.1
193
+ pyarrow==17.0.0
194
+ opencv-python-headless==4.10.0.84
195
+ openai==1.54.5
196
+ sentry-sdk==2.19.0
197
+ pyarrow-hotfix==0.6
198
+ gitdb==4.0.11
199
+ prophet==1.1.6
200
+ ipython-sql==0.5.0
201
+ tf-slim==1.1.0
202
+ PySocks==1.7.1
203
+ imbalanced-learn==0.12.4
204
+ mlxtend==0.23.3
205
+ mkl==2025.0.1
206
+ itsdangerous==2.2.0
207
+ gast==0.6.0
208
+ torchsummary==1.5.1
209
+ urllib3==2.2.3
210
+ earthengine-api==1.2.0
211
+ jupyter-server==1.24.0
212
+ webencodings==0.5.1
213
+ seaborn==0.13.2
214
+ SQLAlchemy==2.0.36
215
+ pyerfa==2.0.1.5
216
+ xarray-einstats==0.8.0
217
+ jsonschema==4.23.0
218
+ parso==0.8.4
219
+ tensorflow-hub==0.16.1
220
+ ipyfilechooser==0.6.0
221
+ packaging==24.2
222
+ param==2.1.1
223
+ et_xmlfile==2.0.0
224
+ kagglehub==0.3.4
225
+ yfinance==0.2.50
226
+ spacy==3.7.5
227
+ imgaug==0.4.0
228
+ sqlparse==0.5.2
229
+ certifi==2024.8.30
230
+ plotly==5.24.1
231
+ pandas-datareader==0.10.0
232
+ charset-normalizer==3.4.0
233
+ cloudpathlib==0.20.0
234
+ decorator==4.4.2
235
+ prometheus_client==0.21.1
236
+ google-auth==2.27.0
237
+ pyzmq==24.0.1
238
+ tzdata==2024.2
239
+ scs==3.2.7
240
+ types-pytz==2024.2.0.20241003
241
+ db-dtypes==1.3.1
242
+ chex==0.1.87
243
+ spacy-loggers==1.0.5
244
+ peewee==3.17.8
245
+ nvidia-cuda-runtime-cu12==12.6.77
246
+ ibis-framework==9.2.0
247
+ wasabi==1.1.3
248
+ python-dateutil==2.8.2
249
+ google-generativeai==0.8.3
250
+ google-cloud-aiplatform==1.73.0
251
+ jupyterlab_pygments==0.3.0
252
+ google-cloud-translate==3.17.0
253
+ exceptiongroup==1.2.2
254
+ intel-openmp==2025.0.3
255
+ nvidia-cufft-cu12==11.3.0.4
256
+ timm==1.0.12
257
+ python-slugify==8.0.4
258
+ cryptography==43.0.3
259
+ multipledispatch==1.0.0
260
+ google-crc32c==1.6.0
261
+ rsa==4.9
262
+ cffi==1.17.1
263
+ holidays==0.62
264
+ tinycss2==1.4.0
265
+ google-cloud-iam==2.16.1
266
+ google-cloud-resource-manager==1.13.1
267
+ typeguard==4.4.1
268
+ xlrd==2.0.1
269
+ google==2.0.3
270
+ pandocfilters==1.5.1
271
+ promise==2.3
272
+ progressbar2==4.5.0
273
+ wheel==0.45.1
274
+ google-resumable-media==2.7.2
275
+ einops==0.8.0
276
+ defusedxml==0.7.1
277
+ llvmlite==0.43.0
278
+ attrs==24.2.0
279
+ preshed==3.0.9
280
+ geocoder==1.38.1
281
+ firebase-admin==6.5.0
282
+ ipython==7.34.0
283
+ cvxopt==1.3.2
284
+ greenlet==3.1.1
285
+ confection==0.1.5
286
+ keras==3.5.0
287
+ pandas==2.2.2
288
+ graphviz==0.20.3
289
+ tenacity==9.0.0
290
+ future==1.0.0
291
+ inflect==7.4.0
292
+ langsmith==0.1.147
293
+ babel==2.16.0
294
+ nvidia-cusparse-cu12==12.5.4.2
295
+ importlib_resources==6.4.5
296
+ jiter==0.8.0
297
+ sphinxcontrib-htmlhelp==2.1.0
298
+ moviepy==1.0.3
299
+ typing_extensions==4.12.2
300
+ tcmlib==1.2.0
301
+ snowballstemmer==2.2.0
302
+ scikit-learn==1.5.2
303
+ jsonpatch==1.33
304
+ notebook_shim==0.2.4
305
+ mizani==0.13.0
306
+ simple-parsing==0.1.6
307
+ humanize==4.11.0
308
+ hyperopt==0.2.7
309
+ frozenlist==1.5.0
310
+ uritemplate==4.1.1
311
+ pydata-google-auth==1.9.0
312
+ pyperclip==1.9.0
313
+ lazy_loader==0.4
314
+ bigframes==1.27.0
315
+ numba==0.60.0
316
+ pytensor==2.26.4
317
+ geemap==0.35.1
318
+ polars==1.9.0
319
+ orjson==3.10.12
320
+ fastrlock==0.8.2
321
+ mistune==3.0.2
322
+ sphinxcontrib-applehelp==2.0.0
323
+ mpmath==1.3.0
324
+ mdurl==0.1.2
325
+ async-timeout==4.0.3
326
+ jax==0.4.33
327
+ panel==1.5.4
328
+ patsy==1.0.1
329
+ oauthlib==3.2.2
330
+ librosa==0.10.2.post1
331
+ imutils==0.5.4
332
+ xyzservices==2024.9.0
333
+ Pygments==2.18.0
334
+ sphinxcontrib-jsmath==1.0.1
335
+ pyasn1_modules==0.4.1
336
+ pyproj==3.7.0
337
+ Pyomo==6.8.2
338
+ nvidia-cublas-cu12==12.6.4.1
339
+ numpy==1.26.4
340
+ google-cloud-bigquery-storage==2.27.0
341
+ soxr==0.5.0.post1
342
+ bleach==6.2.0
343
+ sympy==1.13.1
344
+ dask==2024.10.0
345
+ miniKanren==1.0.3
346
+ pathlib==1.0.1
347
+ torch==2.5.1+cu121
348
+ distro==1.9.0
349
+ gym==0.25.2
350
+ lxml==5.3.0
351
+ folium==0.18.0
352
+ altair==4.2.2
353
+ tifffile==2024.9.20
354
+ diffusers==0.31.0
355
+ requests-oauthlib==1.3.1
356
+ google-cloud-language==2.15.1
357
+ ptyprocess==0.7.0
358
+ tensorboard-data-server==0.7.2
359
+ locket==1.0.0
360
+ intel-cmplr-lib-ur==2025.0.3
361
+ lightgbm==4.5.0
362
+ flax==0.8.5
363
+ mdit-py-plugins==0.4.2
364
+ pygame==2.6.1
365
+ pytz==2024.2
366
+ pyparsing==3.2.0
367
+ alabaster==1.0.0
368
+ jupyter_core==5.7.2
369
+ cloudpickle==3.1.0
370
+ logical-unification==0.4.6
371
+ traittypes==0.2.1
372
+ terminado==0.18.1
373
+ beautifulsoup4==4.12.3
374
+ google-cloud-bigquery-connection==1.16.1
375
+ scooby==0.10.0
376
+ google-auth-oauthlib==1.2.1
377
+ protobuf==4.25.5
378
+ astropy==6.1.7
379
+ GDAL==3.6.4
380
+ nbformat==5.10.4
381
+ safetensors==0.4.5
382
+ tzlocal==5.2
383
+ chardet==5.2.0
384
+ psutil==5.9.5
385
+ jsonpointer==3.0.0
386
+ psycopg2==2.9.10
387
+ cachetools==5.5.0
388
+ pyspark==3.5.3
389
+ google-cloud-pubsub==2.27.1
390
+ pillow==11.0.0
391
+ pydantic==2.10.3
392
+ langcodes==3.5.0
393
+ jsonschema-specifications==2024.10.1
394
+ markdown-it-py==3.0.0
395
+ nltk==3.9.1
396
+ nbconvert==7.16.4
397
+ pooch==1.8.2
398
+ huggingface-hub==0.26.3
399
+ tbb==2022.0.0
400
+ ipywidgets==7.7.1
401
+ matplotlib-venn==1.1.1
402
+ rmm-cu12==24.10.0
403
+ sphinxcontrib-serializinghtml==2.0.0
404
+ branca==0.8.0
405
+ gin-config==0.5.0
406
+ bqplot==0.12.43
407
+ opentelemetry-sdk==1.28.2
408
+ community==1.0.0b1
409
+ soundfile==0.12.1
410
+ shap==0.46.0
411
+ joblib==1.4.2
412
+ entrypoints==0.4
413
+ docstring_parser==0.16
414
+ multidict==6.1.0
415
+ grpcio-status==1.62.3
416
+ wcwidth==0.2.13
417
+ geopy==2.4.1
418
+ prettytable==3.12.0
419
+ propcache==0.2.1
420
+ ml-dtypes==0.4.1
421
+ atpublic==4.1.0
422
+ stringzilla==3.11.0
423
+ libclang==18.1.1
424
+ arviz==0.20.0
425
+ requests==2.32.3
426
+ fastprogress==1.0.3
427
+ dlib==19.24.2
428
+ platformdirs==4.3.6
429
+ tabulate==0.9.0
430
+ cufflinks==0.17.3
431
+ spacy-legacy==3.0.12
432
+ grpcio==1.68.1
433
+ cvxpy==1.5.4
434
+ flatbuffers==24.3.25
435
+ pluggy==1.5.0
436
+ regex==2024.9.11
437
+ clarabel==0.9.0
438
+ httplib2==0.22.0
439
+ language_data==1.3.0
440
+ backcall==0.2.0
441
+ nbclient==0.10.1
442
+ ipyleaflet==0.19.2
443
+ PyJWT==2.10.1
444
+ toolz==0.12.1
445
+ opt_einsum==3.4.0
446
+ nvtx==0.2.10
447
+ nvidia-nccl-cu12==2.23.4
448
+ debugpy==1.8.0
449
+ sphinxcontrib-devhelp==2.0.0
450
+ jax-cuda12-pjrt==0.4.33
451
+ missingno==0.5.2
452
+ proglog==0.1.10
453
+ nest-asyncio==1.6.0
454
+ nvidia-cusolver-cu12==11.7.1.2
455
+ gspread-dataframe==3.3.1
456
+ bigquery-magics==0.4.0
457
+ jellyfish==1.1.2
458
+ text-unidecode==1.3
459
+ Deprecated==1.2.15
460
+ srsly==2.4.8
461
+ ipytree==0.2.2
462
+ gcsfs==2024.10.0
463
+ ipyevents==2.0.2
464
+ docker-pycreds==0.4.0
465
+ glob2==0.7
466
+ wordcloud==1.9.4
467
+ traitlets==5.7.1
468
+ nbclassic==1.1.0
469
+ nvidia-cudnn-cu12==9.6.0.74
470
+ easydict==1.13
471
+ httpx==0.28.0
472
+ Jinja2==3.1.4
473
+ argon2-cffi==23.1.0
474
+ linkify-it-py==2.0.3
475
+ optax==0.2.4
476
+ cons==0.4.6
477
+ requests-toolbelt==1.0.0
478
+ editdistance==0.8.1
479
+ jupyter-leaflet==0.19.2
480
+ webcolors==24.11.1
481
+ jax-cuda12-plugin==0.4.33
482
+ albumentations==1.4.20
483
+ PyOpenGL==3.1.7
484
+ tqdm==4.66.6
485
+ googledrivedownloader==0.4
486
+ peft==0.13.2
487
+ absl-py==1.4.0
488
+ eval_type_backport==0.2.0
489
+ opentelemetry-api==1.28.2
490
+ Send2Trash==1.8.3
491
+ gdown==5.2.0
492
+ google-cloud-bigtable==2.27.0
493
+ grpc-google-iam-v1==0.13.1
494
+ rpds-py==0.22.3
495
+ xgboost==2.1.3
496
+ pyviz_comms==3.0.3
497
+ ipykernel==5.5.6
498
+ gym-notices==0.0.8
499
+ opentelemetry-semantic-conventions==0.49b2
500
+ fastcore==1.7.22
501
+ torchvision==0.20.1+cu121
502
+ Sphinx==8.1.3
503
+ ply==3.11
504
+ tensorboard==2.17.1
505
+ namex==0.0.8
506
+ astropy-iers-data==0.2024.12.2.0.35.34
507
+ rpy2==3.4.2
508
+ nvidia-nvjitlink-cu12==12.6.85
509
+ array_record==0.5.1
510
+ PyYAML==6.0.2
511
+ tensorflow==2.17.1
512
+ yellowbrick==1.5
513
+ pylibraft-cu12==24.10.0
514
+ orbax-checkpoint==0.6.4
515
+ Werkzeug==3.1.3
516
+ jupyter-console==6.1.0
517
+ thinc==8.2.5
518
+ etils==1.11.0
519
+ langchain-core==0.3.21
520
+ cmdstanpy==1.2.4
521
+ h5netcdf==1.4.1
522
+ cudf-cu12==24.10.1
523
+ zipp==3.21.0
524
+ PyDrive2==1.21.3
525
+ kiwisolver==1.4.7
526
+ pickleshare==0.7.5
527
+ bokeh==3.6.2
528
+ shellingham==1.5.4
529
+ imageio-ffmpeg==0.5.1
530
+ pycocotools==2.0.8
531
+ sqlglot==25.1.0
532
+ tensorstore==0.1.69
533
+ argon2-cffi-bindings==21.2.0
534
+ sentence-transformers==3.2.1
535
+ docutils==0.21.2
536
+ python-apt==0.0.0
537
+ setuptools==75.1.0
538
+ pip==24.1.2
539
+ requirements-parser==0.9.0
540
+ types-setuptools==75.6.0.20241126
541
+ importlib-metadata==4.6.4
542
+ blinker==1.4
543
+ PyJWT==2.3.0
544
+ PyGObject==3.42.1
545
+ cryptography==3.4.8
546
+ pyparsing==2.4.7
547
+ wadllib==1.3.6
548
+ more-itertools==8.10.0
549
+ zipp==1.0.0
550
+ distro==1.7.0
551
+ six==1.16.0
552
+ python-apt==2.4.0+ubuntu4
553
+ jeepney==0.7.1
554
+ SecretStorage==3.3.1
555
+ oauthlib==3.2.0
556
+ lazr.restfulclient==0.14.4
557
+ httplib2==0.20.2
558
+ launchpadlib==1.10.16
559
+ keyring==23.5.0
560
+ lazr.uri==1.0.6
561
+ dbus-python==1.2.18
562
+ inflect==7.3.1
563
+ wheel==0.43.0
564
+ packaging==24.1
565
+ importlib_metadata==8.0.0
566
+ more-itertools==10.3.0
567
+ platformdirs==4.2.2
568
+ backports.tarfile==1.2.0
569
+ typing_extensions==4.12.2
570
+ jaraco.functools==4.0.1
571
+ jaraco.collections==5.1.0
572
+ tomli==2.0.1
573
+ importlib_resources==6.4.0
574
+ jaraco.text==3.12.1
575
+ jaraco.context==5.3.0
576
+ typeguard==4.3.0
577
+ autocommand==2.2.2
578
+ zipp==3.19.2