Hugging Face's logo

jayanthspratap
/
convnext-tiny-224-drfx-CT-classifier

Image Classification
Transformers
PyTorch
TensorBoard
convnext
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Metrics Community
1
jayanthspratap commited on
Commit
006816a
•
1 Parent(s): e185b8f

Training in progress, epoch 1

Browse files
Files changed (9) hide show
  1. all_results.json +13 -0
  2. eval_results.json +8 -0
  3. pytorch_model.bin +1 -1
  4. runs/May27_20-19-25_0922109e5cf6/events.out.tfevents.1685218858.0922109e5cf6.8213.5 +3 -0
  5. runs/May27_20-21-59_0922109e5cf6/1685218924.84009/events.out.tfevents.1685218924.0922109e5cf6.8213.7 +3 -0
  6. runs/May27_20-21-59_0922109e5cf6/events.out.tfevents.1685218924.0922109e5cf6.8213.6 +3 -0
  7. train_results.json +8 -0
  8. trainer_state.json +82 -0
  9. training_args.bin +1 -1
all_results.json ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 5.0,
3
+ "eval_accuracy": 0.5882352941176471,
4
+ "eval_loss": 0.7129845023155212,
5
+ "eval_runtime": 0.2435,
6
+ "eval_samples_per_second": 69.806,
7
+ "eval_steps_per_second": 20.531,
8
+ "total_flos": 8040844300124160.0,
9
+ "train_loss": 0.6663260459899902,
10
+ "train_runtime": 18.6616,
11
+ "train_samples_per_second": 17.148,
12
+ "train_steps_per_second": 1.072
13
+ }
eval_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 5.0,
3
+ "eval_accuracy": 0.5882352941176471,
4
+ "eval_loss": 0.7129845023155212,
5
+ "eval_runtime": 0.2435,
6
+ "eval_samples_per_second": 69.806,
7
+ "eval_steps_per_second": 20.531
8
+ }
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8f77c5745ae399e1fcd6e83fe2b7227c2595347023c0cf67bbb0c38d6394ed82
3
  size 111349029
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bcd99eb70a98de8dedc9679d7a9de833049075cfd265a995d85e81dd06de5517
3
  size 111349029
runs/May27_20-19-25_0922109e5cf6/events.out.tfevents.1685218858.0922109e5cf6.8213.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:38c531824f3c297c28fe157476262f9d301221dce3be4065ef8b5c16db11061b
3
+ size 405
runs/May27_20-21-59_0922109e5cf6/1685218924.84009/events.out.tfevents.1685218924.0922109e5cf6.8213.7 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:93393462d6c28bfa72eb3344add8d66f36384ecaac22da08054833b76cdfa100
3
+ size 5934
runs/May27_20-21-59_0922109e5cf6/events.out.tfevents.1685218924.0922109e5cf6.8213.6 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:571104c48d559944da664df8f66ed5988f199b8ed385758de68021277eb7b4f1
3
+ size 4565
train_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 5.0,
3
+ "total_flos": 8040844300124160.0,
4
+ "train_loss": 0.6663260459899902,
5
+ "train_runtime": 18.6616,
6
+ "train_samples_per_second": 17.148,
7
+ "train_steps_per_second": 1.072
8
+ }
trainer_state.json ADDED
@@ -0,0 +1,82 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.5882352941176471,
3
+ "best_model_checkpoint": "convnext-tiny-224-drfx-CT-classifier/checkpoint-8",
4
+ "epoch": 5.0,
5
+ "global_step": 20,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 1.0,
12
+ "eval_accuracy": 0.4117647058823529,
13
+ "eval_loss": 0.7157618403434753,
14
+ "eval_runtime": 0.1472,
15
+ "eval_samples_per_second": 115.48,
16
+ "eval_steps_per_second": 33.965,
17
+ "step": 4
18
+ },
19
+ {
20
+ "epoch": 2.0,
21
+ "eval_accuracy": 0.5882352941176471,
22
+ "eval_loss": 0.7129845023155212,
23
+ "eval_runtime": 0.1468,
24
+ "eval_samples_per_second": 115.805,
25
+ "eval_steps_per_second": 34.06,
26
+ "step": 8
27
+ },
28
+ {
29
+ "epoch": 2.5,
30
+ "learning_rate": 2.777777777777778e-05,
31
+ "loss": 0.6797,
32
+ "step": 10
33
+ },
34
+ {
35
+ "epoch": 3.0,
36
+ "eval_accuracy": 0.5882352941176471,
37
+ "eval_loss": 0.7115125060081482,
38
+ "eval_runtime": 0.1882,
39
+ "eval_samples_per_second": 90.338,
40
+ "eval_steps_per_second": 26.57,
41
+ "step": 12
42
+ },
43
+ {
44
+ "epoch": 4.0,
45
+ "eval_accuracy": 0.5294117647058824,
46
+ "eval_loss": 0.7026390433311462,
47
+ "eval_runtime": 0.1914,
48
+ "eval_samples_per_second": 88.842,
49
+ "eval_steps_per_second": 26.13,
50
+ "step": 16
51
+ },
52
+ {
53
+ "epoch": 5.0,
54
+ "learning_rate": 0.0,
55
+ "loss": 0.6529,
56
+ "step": 20
57
+ },
58
+ {
59
+ "epoch": 5.0,
60
+ "eval_accuracy": 0.5294117647058824,
61
+ "eval_loss": 0.7017451524734497,
62
+ "eval_runtime": 0.1458,
63
+ "eval_samples_per_second": 116.562,
64
+ "eval_steps_per_second": 34.283,
65
+ "step": 20
66
+ },
67
+ {
68
+ "epoch": 5.0,
69
+ "step": 20,
70
+ "total_flos": 8040844300124160.0,
71
+ "train_loss": 0.6663260459899902,
72
+ "train_runtime": 18.6616,
73
+ "train_samples_per_second": 17.148,
74
+ "train_steps_per_second": 1.072
75
+ }
76
+ ],
77
+ "max_steps": 20,
78
+ "num_train_epochs": 5,
79
+ "total_flos": 8040844300124160.0,
80
+ "trial_name": null,
81
+ "trial_params": null
82
+ }
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:1ee7f61c6ae4062c9660217beacc0ecb86760cd4e0743f9a611f804b40ebef40
3
  size 3643
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2dcdd86a8196cbd6b18833b8a4b19b8c513ae0c210d99cea981fd71f840f05e8
3
  size 3643