judith0 commited on
Commit
01e0adb
1 Parent(s): 94893d8

End of training

Browse files
README.md CHANGED
@@ -32,7 +32,7 @@ should probably proofread and complete it, then remove this comment. -->
32
 
33
  This model is a fine-tuned version of [microsoft/swin-tiny-patch4-window7-224](https://huggingface.co/microsoft/swin-tiny-patch4-window7-224) on the imagefolder dataset.
34
  It achieves the following results on the evaluation set:
35
- - Loss: 0.1135
36
  - Accuracy: 0.9765
37
 
38
  ## Model description
 
32
 
33
  This model is a fine-tuned version of [microsoft/swin-tiny-patch4-window7-224](https://huggingface.co/microsoft/swin-tiny-patch4-window7-224) on the imagefolder dataset.
34
  It achieves the following results on the evaluation set:
35
+ - Loss: 0.1666
36
  - Accuracy: 0.9765
37
 
38
  ## Model description
all_results.json CHANGED
@@ -1,13 +1,13 @@
1
  {
2
- "epoch": 2.79,
3
- "eval_accuracy": 0.9803921568627451,
4
- "eval_loss": 0.1283220797777176,
5
- "eval_runtime": 2.6884,
6
- "eval_samples_per_second": 56.912,
7
- "eval_steps_per_second": 1.86,
8
- "total_flos": 9.510432845082624e+16,
9
- "train_loss": 0.4215235114097595,
10
- "train_runtime": 104.5277,
11
- "train_samples_per_second": 39.291,
12
- "train_steps_per_second": 0.287
13
  }
 
1
  {
2
+ "epoch": 3.0,
3
+ "eval_accuracy": 0.9764705882352941,
4
+ "eval_loss": 0.16659174859523773,
5
+ "eval_runtime": 4.0114,
6
+ "eval_samples_per_second": 42.379,
7
+ "eval_steps_per_second": 1.496,
8
+ "total_flos": 1.137256821195264e+17,
9
+ "train_loss": 0.5669683615366617,
10
+ "train_runtime": 135.6407,
11
+ "train_samples_per_second": 33.729,
12
+ "train_steps_per_second": 0.265
13
  }
eval_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
- "epoch": 2.79,
3
- "eval_accuracy": 0.9803921568627451,
4
- "eval_loss": 0.1283220797777176,
5
- "eval_runtime": 2.6884,
6
- "eval_samples_per_second": 56.912,
7
- "eval_steps_per_second": 1.86
8
  }
 
1
  {
2
+ "epoch": 3.0,
3
+ "eval_accuracy": 0.9764705882352941,
4
+ "eval_loss": 0.16659174859523773,
5
+ "eval_runtime": 4.0114,
6
+ "eval_samples_per_second": 42.379,
7
+ "eval_steps_per_second": 1.496
8
  }
runs/Apr08_04-52-43_e7c0f18713ab/events.out.tfevents.1712552170.e7c0f18713ab.441.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c175064aa056a701db9282ce5cd1afae3c8913320cd53327ae472815e83961ee
3
+ size 405
train_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
- "epoch": 2.79,
3
- "total_flos": 9.510432845082624e+16,
4
- "train_loss": 0.4215235114097595,
5
- "train_runtime": 104.5277,
6
- "train_samples_per_second": 39.291,
7
- "train_steps_per_second": 0.287
8
  }
 
1
  {
2
+ "epoch": 3.0,
3
+ "total_flos": 1.137256821195264e+17,
4
+ "train_loss": 0.5669683615366617,
5
+ "train_runtime": 135.6407,
6
+ "train_samples_per_second": 33.729,
7
+ "train_steps_per_second": 0.265
8
  }
trainer_state.json CHANGED
@@ -1,73 +1,78 @@
1
  {
2
- "best_metric": 0.9803921568627451,
3
- "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-30",
4
- "epoch": 2.7906976744186047,
5
  "eval_steps": 500,
6
- "global_step": 30,
7
  "is_hyper_param_search": false,
8
  "is_local_process_zero": true,
9
  "is_world_process_zero": true,
10
  "log_history": [
11
  {
12
- "epoch": 0.93,
13
- "learning_rate": 3.7037037037037037e-05,
14
- "loss": 0.9149,
 
15
  "step": 10
16
  },
17
  {
18
- "epoch": 0.93,
19
- "eval_accuracy": 0.9084967320261438,
20
- "eval_loss": 0.3354261815547943,
21
- "eval_runtime": 2.5879,
22
- "eval_samples_per_second": 59.121,
23
- "eval_steps_per_second": 1.932,
24
- "step": 10
25
  },
26
  {
27
- "epoch": 1.86,
28
- "learning_rate": 1.8518518518518518e-05,
29
- "loss": 0.2319,
 
30
  "step": 20
31
  },
32
  {
33
- "epoch": 1.95,
34
- "eval_accuracy": 0.9738562091503268,
35
- "eval_loss": 0.1467364877462387,
36
- "eval_runtime": 2.6141,
37
- "eval_samples_per_second": 58.53,
38
- "eval_steps_per_second": 1.913,
39
- "step": 21
40
  },
41
  {
42
- "epoch": 2.79,
43
- "learning_rate": 0.0,
44
- "loss": 0.1178,
 
45
  "step": 30
46
  },
47
  {
48
- "epoch": 2.79,
49
- "eval_accuracy": 0.9803921568627451,
50
- "eval_loss": 0.1283220797777176,
51
- "eval_runtime": 2.7473,
52
- "eval_samples_per_second": 55.692,
53
- "eval_steps_per_second": 1.82,
54
- "step": 30
55
  },
56
  {
57
- "epoch": 2.79,
58
- "step": 30,
59
- "total_flos": 9.510432845082624e+16,
60
- "train_loss": 0.4215235114097595,
61
- "train_runtime": 104.5277,
62
- "train_samples_per_second": 39.291,
63
- "train_steps_per_second": 0.287
64
  }
65
  ],
66
  "logging_steps": 10,
67
- "max_steps": 30,
 
68
  "num_train_epochs": 3,
69
  "save_steps": 500,
70
- "total_flos": 9.510432845082624e+16,
 
71
  "trial_name": null,
72
  "trial_params": null
73
  }
 
1
  {
2
+ "best_metric": 0.9764705882352941,
3
+ "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-24",
4
+ "epoch": 3.0,
5
  "eval_steps": 500,
6
+ "global_step": 36,
7
  "is_hyper_param_search": false,
8
  "is_local_process_zero": true,
9
  "is_world_process_zero": true,
10
  "log_history": [
11
  {
12
+ "epoch": 0.83,
13
+ "grad_norm": 4.032827854156494,
14
+ "learning_rate": 4.0625000000000005e-05,
15
+ "loss": 1.2376,
16
  "step": 10
17
  },
18
  {
19
+ "epoch": 1.0,
20
+ "eval_accuracy": 0.7470588235294118,
21
+ "eval_loss": 0.5182495713233948,
22
+ "eval_runtime": 3.913,
23
+ "eval_samples_per_second": 43.445,
24
+ "eval_steps_per_second": 1.533,
25
+ "step": 12
26
  },
27
  {
28
+ "epoch": 1.67,
29
+ "grad_norm": 3.3620471954345703,
30
+ "learning_rate": 2.5e-05,
31
+ "loss": 0.4743,
32
  "step": 20
33
  },
34
  {
35
+ "epoch": 2.0,
36
+ "eval_accuracy": 0.9764705882352941,
37
+ "eval_loss": 0.16659174859523773,
38
+ "eval_runtime": 3.9553,
39
+ "eval_samples_per_second": 42.98,
40
+ "eval_steps_per_second": 1.517,
41
+ "step": 24
42
  },
43
  {
44
+ "epoch": 2.5,
45
+ "grad_norm": 3.355973720550537,
46
+ "learning_rate": 9.375000000000001e-06,
47
+ "loss": 0.2261,
48
  "step": 30
49
  },
50
  {
51
+ "epoch": 3.0,
52
+ "eval_accuracy": 0.9764705882352941,
53
+ "eval_loss": 0.11346375942230225,
54
+ "eval_runtime": 4.6585,
55
+ "eval_samples_per_second": 36.492,
56
+ "eval_steps_per_second": 1.288,
57
+ "step": 36
58
  },
59
  {
60
+ "epoch": 3.0,
61
+ "step": 36,
62
+ "total_flos": 1.137256821195264e+17,
63
+ "train_loss": 0.5669683615366617,
64
+ "train_runtime": 135.6407,
65
+ "train_samples_per_second": 33.729,
66
+ "train_steps_per_second": 0.265
67
  }
68
  ],
69
  "logging_steps": 10,
70
+ "max_steps": 36,
71
+ "num_input_tokens_seen": 0,
72
  "num_train_epochs": 3,
73
  "save_steps": 500,
74
+ "total_flos": 1.137256821195264e+17,
75
+ "train_batch_size": 32,
76
  "trial_name": null,
77
  "trial_params": null
78
  }