Hugging Face's logo

krishna-exe
/
brain-tumor-classification

Image Classification
Transformers
TensorBoard
Safetensors
swin
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Metrics Community
krishna-exe commited on
Commit
8ad1e4c
•
1 Parent(s): eddd5e1

End of training

Browse files
Files changed (5) hide show
  1. all_results.json +13 -0
  2. eval_results.json +8 -0
  3. runs/Oct10_10-50-21_e11ecca18f17/events.out.tfevents.1728558230.e11ecca18f17.609.1 +3 -0
  4. train_results.json +8 -0
  5. trainer_state.json +111 -0
all_results.json ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 3.0,
3
+ "eval_accuracy": 0.8685015290519877,
4
+ "eval_loss": 0.34957513213157654,
5
+ "eval_runtime": 2.9329,
6
+ "eval_samples_per_second": 111.492,
7
+ "eval_steps_per_second": 3.751,
8
+ "total_flos": 2.2838958959910912e+17,
9
+ "train_loss": 0.41367715683536255,
10
+ "train_runtime": 173.7772,
11
+ "train_samples_per_second": 50.703,
12
+ "train_steps_per_second": 0.397
13
+ }
eval_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 3.0,
3
+ "eval_accuracy": 0.8685015290519877,
4
+ "eval_loss": 0.34957513213157654,
5
+ "eval_runtime": 2.9329,
6
+ "eval_samples_per_second": 111.492,
7
+ "eval_steps_per_second": 3.751
8
+ }
runs/Oct10_10-50-21_e11ecca18f17/events.out.tfevents.1728558230.e11ecca18f17.609.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:71202b6d1ff23ac2215ddd1db58895bf4708489cee9f13dc740c507a94a70115
3
+ size 405
train_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 3.0,
3
+ "total_flos": 2.2838958959910912e+17,
4
+ "train_loss": 0.41367715683536255,
5
+ "train_runtime": 173.7772,
6
+ "train_samples_per_second": 50.703,
7
+ "train_steps_per_second": 0.397
8
+ }
trainer_state.json ADDED
@@ -0,0 +1,111 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.8685015290519877,
3
+ "best_model_checkpoint": "brain-tumor-classification/checkpoint-69",
4
+ "epoch": 3.0,
5
+ "eval_steps": 500,
6
+ "global_step": 69,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.43478260869565216,
13
+ "grad_norm": 7.908116340637207,
14
+ "learning_rate": 4.7580645161290326e-05,
15
+ "loss": 0.623,
16
+ "step": 10
17
+ },
18
+ {
19
+ "epoch": 0.8695652173913043,
20
+ "grad_norm": 10.378320693969727,
21
+ "learning_rate": 3.951612903225806e-05,
22
+ "loss": 0.5239,
23
+ "step": 20
24
+ },
25
+ {
26
+ "epoch": 1.0,
27
+ "eval_accuracy": 0.7889908256880734,
28
+ "eval_loss": 0.5283120274543762,
29
+ "eval_runtime": 3.5122,
30
+ "eval_samples_per_second": 93.103,
31
+ "eval_steps_per_second": 3.132,
32
+ "step": 23
33
+ },
34
+ {
35
+ "epoch": 1.3043478260869565,
36
+ "grad_norm": 5.665172100067139,
37
+ "learning_rate": 3.1451612903225806e-05,
38
+ "loss": 0.4202,
39
+ "step": 30
40
+ },
41
+ {
42
+ "epoch": 1.7391304347826086,
43
+ "grad_norm": 9.73236083984375,
44
+ "learning_rate": 2.338709677419355e-05,
45
+ "loss": 0.3716,
46
+ "step": 40
47
+ },
48
+ {
49
+ "epoch": 2.0,
50
+ "eval_accuracy": 0.8409785932721713,
51
+ "eval_loss": 0.3933815658092499,
52
+ "eval_runtime": 2.873,
53
+ "eval_samples_per_second": 113.816,
54
+ "eval_steps_per_second": 3.829,
55
+ "step": 46
56
+ },
57
+ {
58
+ "epoch": 2.1739130434782608,
59
+ "grad_norm": 8.678784370422363,
60
+ "learning_rate": 1.5322580645161292e-05,
61
+ "loss": 0.3549,
62
+ "step": 50
63
+ },
64
+ {
65
+ "epoch": 2.608695652173913,
66
+ "grad_norm": 5.479146957397461,
67
+ "learning_rate": 7.258064516129033e-06,
68
+ "loss": 0.2964,
69
+ "step": 60
70
+ },
71
+ {
72
+ "epoch": 3.0,
73
+ "eval_accuracy": 0.8685015290519877,
74
+ "eval_loss": 0.34957513213157654,
75
+ "eval_runtime": 3.2055,
76
+ "eval_samples_per_second": 102.012,
77
+ "eval_steps_per_second": 3.432,
78
+ "step": 69
79
+ },
80
+ {
81
+ "epoch": 3.0,
82
+ "step": 69,
83
+ "total_flos": 2.2838958959910912e+17,
84
+ "train_loss": 0.41367715683536255,
85
+ "train_runtime": 173.7772,
86
+ "train_samples_per_second": 50.703,
87
+ "train_steps_per_second": 0.397
88
+ }
89
+ ],
90
+ "logging_steps": 10,
91
+ "max_steps": 69,
92
+ "num_input_tokens_seen": 0,
93
+ "num_train_epochs": 3,
94
+ "save_steps": 500,
95
+ "stateful_callbacks": {
96
+ "TrainerControl": {
97
+ "args": {
98
+ "should_epoch_stop": false,
99
+ "should_evaluate": false,
100
+ "should_log": false,
101
+ "should_save": true,
102
+ "should_training_stop": true
103
+ },
104
+ "attributes": {}
105
+ }
106
+ },
107
+ "total_flos": 2.2838958959910912e+17,
108
+ "train_batch_size": 32,
109
+ "trial_name": null,
110
+ "trial_params": null
111
+ }