Hugging Face's logo

ozair23
/
swin-tiny-patch4-window7-224-finetuned-plantdisease

Image Classification
Transformers
TensorBoard
Safetensors
swin
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Metrics Community
ozair23 commited on
Commit
bc893a7
·
verified ·
1 Parent(s): d820452

End of training

Browse files
Files changed (5) hide show
  1. all_results.json +13 -0
  2. eval_results.json +8 -0
  3. runs/Oct07_22-07-50_1639d74ebfe8/events.out.tfevents.1728339250.1639d74ebfe8.842.1 +3 -0
  4. train_results.json +8 -0
  5. trainer_state.json +149 -0
all_results.json ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 0.9982788296041308,
3
+ "eval_accuracy": 0.9811046511627907,
4
+ "eval_loss": 0.087971031665802,
5
+ "eval_runtime": 14.5902,
6
+ "eval_samples_per_second": 141.465,
7
+ "eval_steps_per_second": 4.455,
8
+ "total_flos": 4.614947332698931e+17,
9
+ "train_loss": 0.7142162569637956,
10
+ "train_runtime": 308.4226,
11
+ "train_samples_per_second": 60.223,
12
+ "train_steps_per_second": 0.47
13
+ }
eval_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 0.9982788296041308,
3
+ "eval_accuracy": 0.9811046511627907,
4
+ "eval_loss": 0.087971031665802,
5
+ "eval_runtime": 14.5902,
6
+ "eval_samples_per_second": 141.465,
7
+ "eval_steps_per_second": 4.455
8
+ }
runs/Oct07_22-07-50_1639d74ebfe8/events.out.tfevents.1728339250.1639d74ebfe8.842.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:304a3b85b8ef9459fff3523e6dea0c475aa9531fbabe355c7ad0c6e8e98a993a
3
+ size 411
train_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 0.9982788296041308,
3
+ "total_flos": 4.614947332698931e+17,
4
+ "train_loss": 0.7142162569637956,
5
+ "train_runtime": 308.4226,
6
+ "train_samples_per_second": 60.223,
7
+ "train_steps_per_second": 0.47
8
+ }
trainer_state.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.9811046511627907,
3
+ "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-plantdisease/checkpoint-145",
4
+ "epoch": 0.9982788296041308,
5
+ "eval_steps": 500,
6
+ "global_step": 145,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.06884681583476764,
13
+ "grad_norm": 3.499032735824585,
14
+ "learning_rate": 3.3333333333333335e-05,
15
+ "loss": 2.6634,
16
+ "step": 10
17
+ },
18
+ {
19
+ "epoch": 0.13769363166953527,
20
+ "grad_norm": 5.040639400482178,
21
+ "learning_rate": 4.8076923076923084e-05,
22
+ "loss": 2.2174,
23
+ "step": 20
24
+ },
25
+ {
26
+ "epoch": 0.20654044750430292,
27
+ "grad_norm": 7.596821308135986,
28
+ "learning_rate": 4.423076923076923e-05,
29
+ "loss": 1.4506,
30
+ "step": 30
31
+ },
32
+ {
33
+ "epoch": 0.27538726333907054,
34
+ "grad_norm": 9.384676933288574,
35
+ "learning_rate": 4.038461538461539e-05,
36
+ "loss": 0.8168,
37
+ "step": 40
38
+ },
39
+ {
40
+ "epoch": 0.3442340791738382,
41
+ "grad_norm": 6.826196670532227,
42
+ "learning_rate": 3.653846153846154e-05,
43
+ "loss": 0.5804,
44
+ "step": 50
45
+ },
46
+ {
47
+ "epoch": 0.41308089500860584,
48
+ "grad_norm": 7.97668981552124,
49
+ "learning_rate": 3.269230769230769e-05,
50
+ "loss": 0.4527,
51
+ "step": 60
52
+ },
53
+ {
54
+ "epoch": 0.4819277108433735,
55
+ "grad_norm": 8.790304183959961,
56
+ "learning_rate": 2.8846153846153845e-05,
57
+ "loss": 0.3667,
58
+ "step": 70
59
+ },
60
+ {
61
+ "epoch": 0.5507745266781411,
62
+ "grad_norm": 8.393777847290039,
63
+ "learning_rate": 2.5e-05,
64
+ "loss": 0.3049,
65
+ "step": 80
66
+ },
67
+ {
68
+ "epoch": 0.6196213425129088,
69
+ "grad_norm": 5.855929374694824,
70
+ "learning_rate": 2.1153846153846154e-05,
71
+ "loss": 0.297,
72
+ "step": 90
73
+ },
74
+ {
75
+ "epoch": 0.6884681583476764,
76
+ "grad_norm": 3.2808926105499268,
77
+ "learning_rate": 1.730769230769231e-05,
78
+ "loss": 0.2504,
79
+ "step": 100
80
+ },
81
+ {
82
+ "epoch": 0.7573149741824441,
83
+ "grad_norm": 4.723879814147949,
84
+ "learning_rate": 1.3461538461538462e-05,
85
+ "loss": 0.2304,
86
+ "step": 110
87
+ },
88
+ {
89
+ "epoch": 0.8261617900172117,
90
+ "grad_norm": 7.169743061065674,
91
+ "learning_rate": 9.615384615384616e-06,
92
+ "loss": 0.2128,
93
+ "step": 120
94
+ },
95
+ {
96
+ "epoch": 0.8950086058519794,
97
+ "grad_norm": 5.769057750701904,
98
+ "learning_rate": 5.76923076923077e-06,
99
+ "loss": 0.206,
100
+ "step": 130
101
+ },
102
+ {
103
+ "epoch": 0.963855421686747,
104
+ "grad_norm": 4.61968994140625,
105
+ "learning_rate": 1.9230769230769234e-06,
106
+ "loss": 0.1968,
107
+ "step": 140
108
+ },
109
+ {
110
+ "epoch": 0.9982788296041308,
111
+ "eval_accuracy": 0.9811046511627907,
112
+ "eval_loss": 0.087971031665802,
113
+ "eval_runtime": 15.0989,
114
+ "eval_samples_per_second": 136.699,
115
+ "eval_steps_per_second": 4.305,
116
+ "step": 145
117
+ },
118
+ {
119
+ "epoch": 0.9982788296041308,
120
+ "step": 145,
121
+ "total_flos": 4.614947332698931e+17,
122
+ "train_loss": 0.7142162569637956,
123
+ "train_runtime": 308.4226,
124
+ "train_samples_per_second": 60.223,
125
+ "train_steps_per_second": 0.47
126
+ }
127
+ ],
128
+ "logging_steps": 10,
129
+ "max_steps": 145,
130
+ "num_input_tokens_seen": 0,
131
+ "num_train_epochs": 1,
132
+ "save_steps": 500,
133
+ "stateful_callbacks": {
134
+ "TrainerControl": {
135
+ "args": {
136
+ "should_epoch_stop": false,
137
+ "should_evaluate": false,
138
+ "should_log": false,
139
+ "should_save": true,
140
+ "should_training_stop": true
141
+ },
142
+ "attributes": {}
143
+ }
144
+ },
145
+ "total_flos": 4.614947332698931e+17,
146
+ "train_batch_size": 32,
147
+ "trial_name": null,
148
+ "trial_params": null
149
+ }