omar22allam
commited on
Commit
•
852474e
1
Parent(s):
454b263
Training Completed!_2
Browse files- README.md +3 -3
- all_results.json +9 -9
- config.json +6 -6
- eval_results.json +5 -5
- model.safetensors +1 -1
- runs/May10_16-16-07_697233a92faa/events.out.tfevents.1715357768.697233a92faa.581.4 +3 -0
- runs/May10_16-16-07_697233a92faa/events.out.tfevents.1715357838.697233a92faa.581.5 +3 -0
- train_results.json +4 -4
- trainer_state.json +22 -22
- training_args.bin +1 -1
README.md
CHANGED
@@ -22,7 +22,7 @@ model-index:
|
|
22 |
metrics:
|
23 |
- name: Accuracy
|
24 |
type: accuracy
|
25 |
-
value: 0.
|
26 |
---
|
27 |
|
28 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
@@ -32,8 +32,8 @@ should probably proofread and complete it, then remove this comment. -->
|
|
32 |
|
33 |
This model is a fine-tuned version of [google/vit-base-patch16-224](https://huggingface.co/google/vit-base-patch16-224) on the imagefolder dataset.
|
34 |
It achieves the following results on the evaluation set:
|
35 |
-
- Loss: 0.
|
36 |
-
- Accuracy: 0.
|
37 |
|
38 |
## Model description
|
39 |
|
|
|
22 |
metrics:
|
23 |
- name: Accuracy
|
24 |
type: accuracy
|
25 |
+
value: 0.9176470588235294
|
26 |
---
|
27 |
|
28 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
|
32 |
|
33 |
This model is a fine-tuned version of [google/vit-base-patch16-224](https://huggingface.co/google/vit-base-patch16-224) on the imagefolder dataset.
|
34 |
It achieves the following results on the evaluation set:
|
35 |
+
- Loss: 0.3352
|
36 |
+
- Accuracy: 0.9176
|
37 |
|
38 |
## Model description
|
39 |
|
all_results.json
CHANGED
@@ -1,13 +1,13 @@
|
|
1 |
{
|
2 |
"epoch": 5.0,
|
3 |
-
"eval_accuracy": 0.
|
4 |
-
"eval_loss": 0.
|
5 |
-
"eval_runtime": 2.
|
6 |
-
"eval_samples_per_second":
|
7 |
-
"eval_steps_per_second": 4.
|
8 |
"total_flos": 1.104270749148672e+17,
|
9 |
-
"train_loss": 0.
|
10 |
-
"train_runtime":
|
11 |
-
"train_samples_per_second": 21.
|
12 |
-
"train_steps_per_second": 1.
|
13 |
}
|
|
|
1 |
{
|
2 |
"epoch": 5.0,
|
3 |
+
"eval_accuracy": 0.9176470588235294,
|
4 |
+
"eval_loss": 0.33524250984191895,
|
5 |
+
"eval_runtime": 2.2283,
|
6 |
+
"eval_samples_per_second": 38.145,
|
7 |
+
"eval_steps_per_second": 4.936,
|
8 |
"total_flos": 1.104270749148672e+17,
|
9 |
+
"train_loss": 0.3459944127334489,
|
10 |
+
"train_runtime": 65.8041,
|
11 |
+
"train_samples_per_second": 21.655,
|
12 |
+
"train_steps_per_second": 1.368
|
13 |
}
|
config.json
CHANGED
@@ -9,17 +9,17 @@
|
|
9 |
"hidden_dropout_prob": 0.0,
|
10 |
"hidden_size": 768,
|
11 |
"id2label": {
|
12 |
-
"0": "
|
13 |
-
"1": "
|
14 |
-
"2": "
|
15 |
},
|
16 |
"image_size": 224,
|
17 |
"initializer_range": 0.02,
|
18 |
"intermediate_size": 3072,
|
19 |
"label2id": {
|
20 |
-
"
|
21 |
-
"
|
22 |
-
"
|
23 |
},
|
24 |
"layer_norm_eps": 1e-12,
|
25 |
"model_type": "vit",
|
|
|
9 |
"hidden_dropout_prob": 0.0,
|
10 |
"hidden_size": 768,
|
11 |
"id2label": {
|
12 |
+
"0": "normal",
|
13 |
+
"1": "Cancer",
|
14 |
+
"2": "Benign"
|
15 |
},
|
16 |
"image_size": 224,
|
17 |
"initializer_range": 0.02,
|
18 |
"intermediate_size": 3072,
|
19 |
"label2id": {
|
20 |
+
"Benign": 2,
|
21 |
+
"Cancer": 1,
|
22 |
+
"normal": 0
|
23 |
},
|
24 |
"layer_norm_eps": 1e-12,
|
25 |
"model_type": "vit",
|
eval_results.json
CHANGED
@@ -1,8 +1,8 @@
|
|
1 |
{
|
2 |
"epoch": 5.0,
|
3 |
-
"eval_accuracy": 0.
|
4 |
-
"eval_loss": 0.
|
5 |
-
"eval_runtime": 2.
|
6 |
-
"eval_samples_per_second":
|
7 |
-
"eval_steps_per_second": 4.
|
8 |
}
|
|
|
1 |
{
|
2 |
"epoch": 5.0,
|
3 |
+
"eval_accuracy": 0.9176470588235294,
|
4 |
+
"eval_loss": 0.33524250984191895,
|
5 |
+
"eval_runtime": 2.2283,
|
6 |
+
"eval_samples_per_second": 38.145,
|
7 |
+
"eval_steps_per_second": 4.936
|
8 |
}
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 343227052
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7763f5afe02e29f88388f4d07a5b5b5bd4cd5110f49ff485033ddd04a27b9c18
|
3 |
size 343227052
|
runs/May10_16-16-07_697233a92faa/events.out.tfevents.1715357768.697233a92faa.581.4
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:09e2d0de970c284c639c35af18e007a57bea6c2f4ca7927ccc97b58e7b1aba30
|
3 |
+
size 6895
|
runs/May10_16-16-07_697233a92faa/events.out.tfevents.1715357838.697233a92faa.581.5
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b2d619fc317313b4d2adcf031b8c5b32e65256766b8e7ee00399c692d3d65db6
|
3 |
+
size 405
|
train_results.json
CHANGED
@@ -1,8 +1,8 @@
|
|
1 |
{
|
2 |
"epoch": 5.0,
|
3 |
"total_flos": 1.104270749148672e+17,
|
4 |
-
"train_loss": 0.
|
5 |
-
"train_runtime":
|
6 |
-
"train_samples_per_second": 21.
|
7 |
-
"train_steps_per_second": 1.
|
8 |
}
|
|
|
1 |
{
|
2 |
"epoch": 5.0,
|
3 |
"total_flos": 1.104270749148672e+17,
|
4 |
+
"train_loss": 0.3459944127334489,
|
5 |
+
"train_runtime": 65.8041,
|
6 |
+
"train_samples_per_second": 21.655,
|
7 |
+
"train_steps_per_second": 1.368
|
8 |
}
|
trainer_state.json
CHANGED
@@ -10,75 +10,75 @@
|
|
10 |
"log_history": [
|
11 |
{
|
12 |
"epoch": 0.5555555555555556,
|
13 |
-
"grad_norm":
|
14 |
"learning_rate": 0.00017777777777777779,
|
15 |
-
"loss": 1.
|
16 |
"step": 10
|
17 |
},
|
18 |
{
|
19 |
"epoch": 1.1111111111111112,
|
20 |
-
"grad_norm":
|
21 |
"learning_rate": 0.00015555555555555556,
|
22 |
-
"loss": 0.
|
23 |
"step": 20
|
24 |
},
|
25 |
{
|
26 |
"epoch": 1.6666666666666665,
|
27 |
-
"grad_norm":
|
28 |
"learning_rate": 0.00013333333333333334,
|
29 |
-
"loss": 0.
|
30 |
"step": 30
|
31 |
},
|
32 |
{
|
33 |
"epoch": 2.2222222222222223,
|
34 |
-
"grad_norm":
|
35 |
"learning_rate": 0.00011111111111111112,
|
36 |
-
"loss": 0.
|
37 |
"step": 40
|
38 |
},
|
39 |
{
|
40 |
"epoch": 2.7777777777777777,
|
41 |
-
"grad_norm":
|
42 |
"learning_rate": 8.888888888888889e-05,
|
43 |
-
"loss": 0.
|
44 |
"step": 50
|
45 |
},
|
46 |
{
|
47 |
"epoch": 3.3333333333333335,
|
48 |
-
"grad_norm":
|
49 |
"learning_rate": 6.666666666666667e-05,
|
50 |
-
"loss": 0.
|
51 |
"step": 60
|
52 |
},
|
53 |
{
|
54 |
"epoch": 3.888888888888889,
|
55 |
-
"grad_norm":
|
56 |
"learning_rate": 4.4444444444444447e-05,
|
57 |
-
"loss": 0.
|
58 |
"step": 70
|
59 |
},
|
60 |
{
|
61 |
"epoch": 4.444444444444445,
|
62 |
-
"grad_norm": 0.
|
63 |
"learning_rate": 2.2222222222222223e-05,
|
64 |
-
"loss": 0.
|
65 |
"step": 80
|
66 |
},
|
67 |
{
|
68 |
"epoch": 5.0,
|
69 |
-
"grad_norm": 0.
|
70 |
"learning_rate": 0.0,
|
71 |
-
"loss": 0.
|
72 |
"step": 90
|
73 |
},
|
74 |
{
|
75 |
"epoch": 5.0,
|
76 |
"step": 90,
|
77 |
"total_flos": 1.104270749148672e+17,
|
78 |
-
"train_loss": 0.
|
79 |
-
"train_runtime":
|
80 |
-
"train_samples_per_second": 21.
|
81 |
-
"train_steps_per_second": 1.
|
82 |
}
|
83 |
],
|
84 |
"logging_steps": 10,
|
|
|
10 |
"log_history": [
|
11 |
{
|
12 |
"epoch": 0.5555555555555556,
|
13 |
+
"grad_norm": 10.430541038513184,
|
14 |
"learning_rate": 0.00017777777777777779,
|
15 |
+
"loss": 1.1321,
|
16 |
"step": 10
|
17 |
},
|
18 |
{
|
19 |
"epoch": 1.1111111111111112,
|
20 |
+
"grad_norm": 3.6575100421905518,
|
21 |
"learning_rate": 0.00015555555555555556,
|
22 |
+
"loss": 0.6351,
|
23 |
"step": 20
|
24 |
},
|
25 |
{
|
26 |
"epoch": 1.6666666666666665,
|
27 |
+
"grad_norm": 4.778464317321777,
|
28 |
"learning_rate": 0.00013333333333333334,
|
29 |
+
"loss": 0.4087,
|
30 |
"step": 30
|
31 |
},
|
32 |
{
|
33 |
"epoch": 2.2222222222222223,
|
34 |
+
"grad_norm": 7.901824951171875,
|
35 |
"learning_rate": 0.00011111111111111112,
|
36 |
+
"loss": 0.3833,
|
37 |
"step": 40
|
38 |
},
|
39 |
{
|
40 |
"epoch": 2.7777777777777777,
|
41 |
+
"grad_norm": 1.8277825117111206,
|
42 |
"learning_rate": 8.888888888888889e-05,
|
43 |
+
"loss": 0.2095,
|
44 |
"step": 50
|
45 |
},
|
46 |
{
|
47 |
"epoch": 3.3333333333333335,
|
48 |
+
"grad_norm": 6.244271755218506,
|
49 |
"learning_rate": 6.666666666666667e-05,
|
50 |
+
"loss": 0.2673,
|
51 |
"step": 60
|
52 |
},
|
53 |
{
|
54 |
"epoch": 3.888888888888889,
|
55 |
+
"grad_norm": 3.88458251953125,
|
56 |
"learning_rate": 4.4444444444444447e-05,
|
57 |
+
"loss": 0.0374,
|
58 |
"step": 70
|
59 |
},
|
60 |
{
|
61 |
"epoch": 4.444444444444445,
|
62 |
+
"grad_norm": 0.08572948724031448,
|
63 |
"learning_rate": 2.2222222222222223e-05,
|
64 |
+
"loss": 0.0341,
|
65 |
"step": 80
|
66 |
},
|
67 |
{
|
68 |
"epoch": 5.0,
|
69 |
+
"grad_norm": 0.26313289999961853,
|
70 |
"learning_rate": 0.0,
|
71 |
+
"loss": 0.0065,
|
72 |
"step": 90
|
73 |
},
|
74 |
{
|
75 |
"epoch": 5.0,
|
76 |
"step": 90,
|
77 |
"total_flos": 1.104270749148672e+17,
|
78 |
+
"train_loss": 0.3459944127334489,
|
79 |
+
"train_runtime": 65.8041,
|
80 |
+
"train_samples_per_second": 21.655,
|
81 |
+
"train_steps_per_second": 1.368
|
82 |
}
|
83 |
],
|
84 |
"logging_steps": 10,
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 4984
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:38d2c494673091293489e3472ca6d10994f0227f778a0da413f2755d2ceb0f2e
|
3 |
size 4984
|