Hugging Face's logo

ElenaHsieh
/
swin-tiny-patch4-window7-224-finetuned-eurosat

Image Classification
Transformers
Safetensors
swin
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Community
ElenaHsieh commited on
Commit
5b39d7b
•
1 Parent(s): bdaff12

Training in progress, epoch 1

Browse files
Files changed (5) hide show
  1. all_results.json +8 -0
  2. model.safetensors +1 -1
  3. train_results.json +8 -0
  4. trainer_state.json +113 -0
  5. training_args.bin +1 -1
all_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 3.0,
3
+ "total_flos": 1.0684695384553882e+18,
4
+ "train_loss": 1.1681003684089297,
5
+ "train_runtime": 887.65,
6
+ "train_samples_per_second": 48.424,
7
+ "train_steps_per_second": 0.095
8
+ }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8ae0a689fef15c1e42887ef7d543703d7ee64d7b14edef6636ec6ec16d7420b6
3
  size 110348984
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f8629d62be48e385a7a1bcf3fcd9b476d219850d7d6c6f6ef1b6801847dab310
3
  size 110348984
train_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 3.0,
3
+ "total_flos": 1.0684695384553882e+18,
4
+ "train_loss": 1.1681003684089297,
5
+ "train_runtime": 887.65,
6
+ "train_samples_per_second": 48.424,
7
+ "train_steps_per_second": 0.095
8
+ }
trainer_state.json ADDED
@@ -0,0 +1,113 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.5621859296482412,
3
+ "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-84",
4
+ "epoch": 3.0,
5
+ "eval_steps": 500,
6
+ "global_step": 84,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.36,
13
+ "grad_norm": 1.6851707696914673,
14
+ "learning_rate": 4.933333333333334e-05,
15
+ "loss": 1.3803,
16
+ "step": 10
17
+ },
18
+ {
19
+ "epoch": 0.71,
20
+ "grad_norm": 2.1570839881896973,
21
+ "learning_rate": 4.266666666666667e-05,
22
+ "loss": 1.2768,
23
+ "step": 20
24
+ },
25
+ {
26
+ "epoch": 1.0,
27
+ "eval_accuracy": 0.503140703517588,
28
+ "eval_loss": 1.1501535177230835,
29
+ "eval_runtime": 6.1333,
30
+ "eval_samples_per_second": 259.565,
31
+ "eval_steps_per_second": 2.12,
32
+ "step": 28
33
+ },
34
+ {
35
+ "epoch": 1.07,
36
+ "grad_norm": 2.063688278198242,
37
+ "learning_rate": 3.6e-05,
38
+ "loss": 1.2075,
39
+ "step": 30
40
+ },
41
+ {
42
+ "epoch": 1.43,
43
+ "grad_norm": 2.1672117710113525,
44
+ "learning_rate": 2.9333333333333336e-05,
45
+ "loss": 1.138,
46
+ "step": 40
47
+ },
48
+ {
49
+ "epoch": 1.79,
50
+ "grad_norm": 2.368439197540283,
51
+ "learning_rate": 2.2666666666666668e-05,
52
+ "loss": 1.124,
53
+ "step": 50
54
+ },
55
+ {
56
+ "epoch": 2.0,
57
+ "eval_accuracy": 0.5439698492462312,
58
+ "eval_loss": 1.078112244606018,
59
+ "eval_runtime": 5.9086,
60
+ "eval_samples_per_second": 269.438,
61
+ "eval_steps_per_second": 2.2,
62
+ "step": 56
63
+ },
64
+ {
65
+ "epoch": 2.14,
66
+ "grad_norm": 2.0312228202819824,
67
+ "learning_rate": 1.6000000000000003e-05,
68
+ "loss": 1.0949,
69
+ "step": 60
70
+ },
71
+ {
72
+ "epoch": 2.5,
73
+ "grad_norm": 2.3479700088500977,
74
+ "learning_rate": 9.333333333333334e-06,
75
+ "loss": 1.0772,
76
+ "step": 70
77
+ },
78
+ {
79
+ "epoch": 2.86,
80
+ "grad_norm": 2.72906231880188,
81
+ "learning_rate": 2.666666666666667e-06,
82
+ "loss": 1.0833,
83
+ "step": 80
84
+ },
85
+ {
86
+ "epoch": 3.0,
87
+ "eval_accuracy": 0.5621859296482412,
88
+ "eval_loss": 1.0585696697235107,
89
+ "eval_runtime": 5.7877,
90
+ "eval_samples_per_second": 275.066,
91
+ "eval_steps_per_second": 2.246,
92
+ "step": 84
93
+ },
94
+ {
95
+ "epoch": 3.0,
96
+ "step": 84,
97
+ "total_flos": 1.0684695384553882e+18,
98
+ "train_loss": 1.1681003684089297,
99
+ "train_runtime": 887.65,
100
+ "train_samples_per_second": 48.424,
101
+ "train_steps_per_second": 0.095
102
+ }
103
+ ],
104
+ "logging_steps": 10,
105
+ "max_steps": 84,
106
+ "num_input_tokens_seen": 0,
107
+ "num_train_epochs": 3,
108
+ "save_steps": 500,
109
+ "total_flos": 1.0684695384553882e+18,
110
+ "train_batch_size": 128,
111
+ "trial_name": null,
112
+ "trial_params": null
113
+ }
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:9737fba3b0e4e25896679641f6486fd4d1fbbcdd6dfe67515e7d725aa438ebd2
3
  size 4920
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5398a417f0dbc6b0b2848536053736599099bf63185ebea2d8c48201a9011321
3
  size 4920