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anindya-hf-2002 commited on
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1 Parent(s): 41b5f61

delete wandb file

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Files changed (10) hide show
  1. src/wandb/run-20240511_204545-zlcauue2/files/code/src/pipeline.py +0 -32
  2. src/wandb/run-20240511_204545-zlcauue2/files/config.yaml +0 -37
  3. src/wandb/run-20240511_204545-zlcauue2/files/diff.patch +0 -27
  4. src/wandb/run-20240511_204545-zlcauue2/files/output.log +0 -31
  5. src/wandb/run-20240511_204545-zlcauue2/files/requirements.txt +0 -61
  6. src/wandb/run-20240511_204545-zlcauue2/files/wandb-metadata.json +0 -66
  7. src/wandb/run-20240511_204545-zlcauue2/files/wandb-summary.json +0 -1
  8. src/wandb/run-20240511_204545-zlcauue2/logs/debug-internal.log +0 -279
  9. src/wandb/run-20240511_204545-zlcauue2/logs/debug.log +0 -31
  10. src/wandb/run-20240511_204545-zlcauue2/run-zlcauue2.wandb +0 -0
src/wandb/run-20240511_204545-zlcauue2/files/code/src/pipeline.py DELETED
@@ -1,32 +0,0 @@
1
- import argparse
2
-
3
- from train import train_classifier, train_cyclegan
4
-
5
- def main():
6
- parser = argparse.ArgumentParser(description="Pipeline for training classifier or CycleGAN")
7
- parser.add_argument("--model_type", type=str, choices=["classifier", "cycle-gan"], help="Type of model to train")
8
- parser.add_argument("--image_size", type=int, default=512, help="Size of input images")
9
- parser.add_argument("--batch_size", type=int, default=4, help="Batch size for training")
10
- parser.add_argument("--epochs", type=int, default=10, help="Number of epochs for training")
11
- parser.add_argument("--resume_ckpt_path", type=str, default=None, help="Checkpoint path for resuming the training")
12
- parser.add_argument("--train_dir", type=str, required=True, help="Path to training data directory")
13
- parser.add_argument("--val_dir", type=str, required=True, help="Path to validation data directory")
14
- parser.add_argument("--test_dir", type=str, required=True, help="Path to test data directory (for CycleGAN)")
15
- parser.add_argument("--project", type=str, default="CycleGAN-CounterFactual Explanation", help="Name of the project (for logging)")
16
- parser.add_argument("--job_name", type=str, default="training", help="Name of the training job (for logging)")
17
- parser.add_argument("--checkpoint_dir", type=str, default="./models", help="Directory to save model checkpoints")
18
- parser.add_argument("--classifier_path", type=str, default=None, help="Path to pre-trained classifier model (for CycleGAN)")
19
-
20
- args = parser.parse_args()
21
-
22
- if args.model_type == "classifier":
23
- train_classifier(args.image_size, args.batch_size, args.epochs, args.resume_ckpt_path, args.train_dir, args.val_dir, args.checkpoint_dir, args.project, args.job_name)
24
- elif args.model_type == "cycle-gan":
25
- if args.classifier_path == None:
26
- raise ValueError("Please provide the 'classifier checkpoint path' to train the cyle GAN model")
27
- train_cyclegan(args.image_size, args.batch_size, args.epochs, args.classifier_path, args.resume_ckpt_path, args.train_dir, args.val_dir, args.test_dir, args.checkpoint_dir, args.project, args.job_name)
28
- else:
29
- print("Invalid model type. Choose either 'classifier' or 'cycle-gan'.")
30
-
31
- if __name__ == "__main__":
32
- main()
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
src/wandb/run-20240511_204545-zlcauue2/files/config.yaml DELETED
@@ -1,37 +0,0 @@
1
- wandb_version: 1
2
-
3
- _wandb:
4
- desc: null
5
- value:
6
- code_path: code/src/pipeline.py
7
- python_version: 3.11.7
8
- cli_version: 0.17.0
9
- framework: torch
10
- is_jupyter_run: false
11
- is_kaggle_kernel: false
12
- start_time: 1715440545
13
- t:
14
- 1:
15
- - 1
16
- - 41
17
- - 55
18
- 2:
19
- - 1
20
- - 41
21
- - 55
22
- 3:
23
- - 2
24
- - 7
25
- - 13
26
- - 23
27
- - 66
28
- 4: 3.11.7
29
- 5: 0.17.0
30
- 8:
31
- - 3
32
- - 5
33
- 13: windows-amd64
34
- m:
35
- - 1: trainer/global_step
36
- 6:
37
- - 3
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
src/wandb/run-20240511_204545-zlcauue2/files/diff.patch DELETED
@@ -1,27 +0,0 @@
1
- diff --git a/.gitignore b/.gitignore
2
- index 68bc17f..cdb9062 100644
3
- --- a/.gitignore
4
- +++ b/.gitignore
5
- @@ -2,6 +2,7 @@
6
- __pycache__/
7
- *.py[cod]
8
- *$py.class
9
- +cfe/
10
-
11
- # C extensions
12
- *.so
13
- diff --git a/README.md b/README.md
14
- index 0c0d28c..82d90e4 100644
15
- --- a/README.md
16
- +++ b/README.md
17
- @@ -5,3 +5,10 @@ This project addresses the critical need for transparent and interpretable decis
18
- The primary objective is to generate realistic counterfactual images for image classifiers operating in medical contexts. By harnessing advanced techniques from adversarial learning, the project seeks to overcome the challenges associated with existing methods, such as saliency maps, which may not effectively capture the intricate nuances of decision-making processes rooted in texture and structure.
19
-
20
- The proposed approach holds promise for enhancing the interpretability of deep learning models, especially in high-stakes domains like healthcare, where transparent decision-making is paramount. By providing realistic counterfactual explanations, the project aims to empower clinicians and stakeholders with insights into classifier decisions, thereby fostering trust and facilitating more informed medical interventions.
21
- +
22
- +
23
- +### Python 3.11.0 recommended
24
- +```
25
- +python -m venv myenv
26
- +.\myenv\Scripts\activate
27
- +```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
src/wandb/run-20240511_204545-zlcauue2/files/output.log DELETED
@@ -1,31 +0,0 @@
1
- D:\Official\Reseach Projects\Personal Projects\Machine Learning\Deep Learning\Counterfactual-Image-Generation-using-CycleGAN\cfe\Lib\site-packages\torch\optim\lr_scheduler.py:28: UserWarning: The verbose parameter is deprecated. Please use get_last_lr() to access the learning rate.
2
- warnings.warn("The verbose parameter is deprecated. Please use get_last_lr() "
3
- | Name | Type | Params
4
- ----------------------------------------------------
5
- 0 | conv | Conv2d | 30
6
- 1 | model | SwinTransformer | 27.7 M
7
- 2 | criterion | CrossEntropyLoss | 0
8
- 3 | train_accuracy | BinaryAccuracy | 0
9
- 4 | val_accuracy | BinaryAccuracy | 0
10
- ----------------------------------------------------
11
- 197 K Trainable params
12
- 27.5 M Non-trainable params
13
- 27.7 M Total params
14
- 110.867 Total estimated model params size (MB)
15
- D:\Official\Reseach Projects\Personal Projects\Machine Learning\Deep Learning\Counterfactual-Image-Generation-using-CycleGAN\cfe\Lib\site-packages\lightning\pytorch\trainer\connectors\data_connector.py:436: Consider setting `persistent_workers=True` in 'val_dataloader' to speed up the dataloader worker initialization.
16
-
17
-
18
-
19
-
20
- D:\Official\Reseach Projects\Personal Projects\Machine Learning\Deep Learning\Counterfactual-Image-Generation-using-CycleGAN\cfe\Lib\site-packages\lightning\pytorch\trainer\connectors\data_connector.py:436: Consider setting `persistent_workers=True` in 'train_dataloader' to speed up the dataloader worker initialization.
21
-
22
-
23
-
24
-
25
-
26
-
27
-
28
-
29
-
30
- Epoch 0: 0%|▏ | 9/4185 [02:58<23:03:15, 0.05it/s, v_num=uue2, train_acc=0.250]
31
- D:\Official\Reseach Projects\Personal Projects\Machine Learning\Deep Learning\Counterfactual-Image-Generation-using-CycleGAN\cfe\Lib\site-packages\lightning\pytorch\trainer\call.py:54: Detected KeyboardInterrupt, attempting graceful shutdown...
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
src/wandb/run-20240511_204545-zlcauue2/files/requirements.txt DELETED
@@ -1,61 +0,0 @@
1
- GitPython==3.1.43
2
- Jinja2==3.1.4
3
- MarkupSafe==2.1.5
4
- PyYAML==6.0.1
5
- aiohttp==3.9.5
6
- aiosignal==1.3.1
7
- attrs==23.2.0
8
- certifi==2024.2.2
9
- charset-normalizer==3.3.2
10
- click==8.1.7
11
- colorama==0.4.6
12
- contourpy==1.2.1
13
- cycler==0.12.1
14
- docker-pycreds==0.4.0
15
- filelock==3.14.0
16
- fonttools==4.51.0
17
- frozenlist==1.4.1
18
- fsspec==2024.3.1
19
- gitdb==4.0.11
20
- idna==3.7
21
- intel-openmp==2021.4.0
22
- kiwisolver==1.4.5
23
- lightning-utilities==0.11.2
24
- lightning==2.2.3
25
- matplotlib==3.8.4
26
- mkl==2021.4.0
27
- mpmath==1.3.0
28
- multidict==6.0.5
29
- networkx==3.3
30
- numpy==1.26.4
31
- packaging==24.0
32
- pandas==2.2.2
33
- pillow==10.3.0
34
- pip==23.2.1
35
- platformdirs==4.2.1
36
- pretty-errors==1.2.25
37
- protobuf==4.25.3
38
- psutil==5.9.8
39
- pydicom==2.4.4
40
- pyparsing==3.1.2
41
- python-dateutil==2.9.0.post0
42
- pytorch-lightning==2.2.4
43
- pytz==2024.1
44
- requests==2.31.0
45
- sentry-sdk==2.1.1
46
- setproctitle==1.3.3
47
- setuptools==65.5.0
48
- six==1.16.0
49
- smmap==5.0.1
50
- sympy==1.12
51
- tbb==2021.12.0
52
- torch==2.3.0
53
- torchmetrics==1.4.0
54
- torchsummary==1.5.1
55
- torchvision==0.18.0
56
- tqdm==4.66.4
57
- typing_extensions==4.11.0
58
- tzdata==2024.1
59
- urllib3==2.2.1
60
- wandb==0.17.0
61
- yarl==1.9.4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
src/wandb/run-20240511_204545-zlcauue2/files/wandb-metadata.json DELETED
@@ -1,66 +0,0 @@
1
- {
2
- "os": "Windows-10-10.0.22631-SP0",
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- "python": "3.11.7",
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- "heartbeatAt": "2024-05-11T15:15:48.651401",
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- "startedAt": "2024-05-11T15:15:45.805161",
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- "docker": null,
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- "cuda": null,
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- "args": [
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- "--model_type",
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- "classifier",
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- "--image_size",
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- "512",
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- "--batch_size",
14
- "4",
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- "--epochs",
16
- "10",
17
- "--train_dir",
18
- "D:\\Official\\Reseach Projects\\Personal Projects\\Machine Learning\\Deep Learning\\Counterfactual-Image-Generation-using-CycleGAN\\data\\rsna-pneumonia-dataset\\train",
19
- "--val_dir",
20
- "D:\\Official\\Reseach Projects\\Personal Projects\\Machine Learning\\Deep Learning\\Counterfactual-Image-Generation-using-CycleGAN\\data\\rsna-pneumonia-dataset\\val",
21
- "--project",
22
- "CycleGAN-CFE",
23
- "--job_name",
24
- "swin_t-classifier-training",
25
- "--checkpoint_dir",
26
- "D:\\Official\\Reseach Projects\\Personal Projects\\Machine Learning\\Deep Learning\\Counterfactual-Image-Generation-using-CycleGAN\\models",
27
- "--test_dir",
28
- "D:\\Official\\Reseach Projects\\Personal Projects\\Machine Learning\\Deep Learning\\Counterfactual-Image-Generation-using-CycleGAN\\data\\rsna-pneumonia-dataset\\test"
29
- ],
30
- "state": "running",
31
- "program": "D:\\Official\\Reseach Projects\\Personal Projects\\Machine Learning\\Deep Learning\\Counterfactual-Image-Generation-using-CycleGAN\\src\\pipeline.py",
32
- "codePathLocal": "pipeline.py",
33
- "codePath": "src\\pipeline.py",
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- "git": {
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- "remote": "https://github.com/anindyamitra2002/Counterfactual-Image-Generation-using-CycleGAN.git",
36
- "commit": "a695a29e7ffc4a52a3e7abedae76632e7849a680"
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- },
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- "email": "[email protected]",
39
- "root": "D:/Official/Reseach Projects/Personal Projects/Machine Learning/Deep Learning/Counterfactual-Image-Generation-using-CycleGAN",
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- "host": "LAPTOP-0QSMFF19",
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- "username": "Anind",
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- "executable": "D:\\Official\\Reseach Projects\\Personal Projects\\Machine Learning\\Deep Learning\\Counterfactual-Image-Generation-using-CycleGAN\\cfe\\Scripts\\python.exe",
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- "min": 0.0,
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- "max": 1190.0
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- },
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- "cpu_freq_per_core": [
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- {
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- "current": 1190.0,
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- "min": 0.0,
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- "max": 1190.0
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- }
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- "/": {
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- }
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- },
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- "memory": {
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- }
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- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
src/wandb/run-20240511_204545-zlcauue2/files/wandb-summary.json DELETED
@@ -1 +0,0 @@
1
- {"_wandb": {"runtime": 374}}
 
 
src/wandb/run-20240511_204545-zlcauue2/logs/debug-internal.log DELETED
@@ -1,279 +0,0 @@
1
- 2024-05-11 20:45:45,839 INFO StreamThr :1724 [internal.py:wandb_internal():85] W&B internal server running at pid: 1724, started at: 2024-05-11 20:45:45.837157
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- 2024-05-11 20:45:45,867 DEBUG HandlerThread:1724 [handler.py:handle_request():158] handle_request: status
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- 2024-05-11 20:45:45,869 INFO WriterThread:1724 [datastore.py:open_for_write():87] open: .\wandb\run-20240511_204545-zlcauue2\run-zlcauue2.wandb
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- 2024-05-11 20:45:45,871 DEBUG SenderThread:1724 [sender.py:send():378] send: header
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- 2024-05-11 20:45:45,977 INFO SenderThread:1724 [sender.py:_setup_resume():748] checking resume status for None/CycleGAN-CFE/zlcauue2
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- 2024-05-11 20:45:47,872 INFO SenderThread:1724 [dir_watcher.py:__init__():211] watching files in: .\wandb\run-20240511_204545-zlcauue2\files
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- 2024-05-11 20:45:48,766 DEBUG HandlerThread:1724 [system_monitor.py:probe():223] {'os': 'Windows-10-10.0.22631-SP0', 'python': '3.11.7', 'heartbeatAt': '2024-05-11T15:15:48.651401', 'startedAt': '2024-05-11T15:15:45.805161', 'docker': None, 'cuda': None, 'args': ('--model_type', 'classifier', '--image_size', '512', '--batch_size', '4', '--epochs', '10', '--train_dir', 'D:\\Official\\Reseach Projects\\Personal Projects\\Machine Learning\\Deep Learning\\Counterfactual-Image-Generation-using-CycleGAN\\data\\rsna-pneumonia-dataset\\train', '--val_dir', 'D:\\Official\\Reseach Projects\\Personal Projects\\Machine Learning\\Deep Learning\\Counterfactual-Image-Generation-using-CycleGAN\\data\\rsna-pneumonia-dataset\\val', '--project', 'CycleGAN-CFE', '--job_name', 'swin_t-classifier-training', '--checkpoint_dir', 'D:\\Official\\Reseach Projects\\Personal Projects\\Machine Learning\\Deep Learning\\Counterfactual-Image-Generation-using-CycleGAN\\models', '--test_dir', 'D:\\Official\\Reseach Projects\\Personal Projects\\Machine Learning\\Deep Learning\\Counterfactual-Image-Generation-using-CycleGAN\\data\\rsna-pneumonia-dataset\\test'), 'state': 'running', 'program': 'D:\\Official\\Reseach Projects\\Personal Projects\\Machine Learning\\Deep Learning\\Counterfactual-Image-Generation-using-CycleGAN\\src\\pipeline.py', 'codePathLocal': 'pipeline.py', 'codePath': 'src\\pipeline.py', 'git': {'remote': 'https://github.com/anindyamitra2002/Counterfactual-Image-Generation-using-CycleGAN.git', 'commit': 'a695a29e7ffc4a52a3e7abedae76632e7849a680'}, 'email': '[email protected]', 'root': 'D:/Official/Reseach Projects/Personal Projects/Machine Learning/Deep Learning/Counterfactual-Image-Generation-using-CycleGAN', 'host': 'LAPTOP-0QSMFF19', 'username': 'Anind', 'executable': 'D:\\Official\\Reseach Projects\\Personal Projects\\Machine Learning\\Deep Learning\\Counterfactual-Image-Generation-using-CycleGAN\\cfe\\Scripts\\python.exe', 'cpu_count': 2, 'cpu_count_logical': 4, 'cpu_freq': {'current': 1190.0, 'min': 0.0, 'max': 1190.0}, 'cpu_freq_per_core': [{'current': 1190.0, 'min': 0.0, 'max': 1190.0}], 'disk': {'/': {'total': 244.38378524780273, 'used': 121.69070053100586}}, 'memory': {'total': 7.7869110107421875}}
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- 2024-05-11 20:45:49,309 INFO SenderThread:1724 [sender.py:_save_file():1389] saving file wandb-metadata.json with policy now
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