Training in progress, epoch 0
Browse files- .gitignore +1 -0
- config.json +96 -0
- preprocessor_config.json +29 -0
- pytorch_model.bin +3 -0
- runs/Aug31_13-58-36_1a8993651826/1693490378.958029/events.out.tfevents.1693490378.1a8993651826.795.1 +3 -0
- runs/Aug31_13-58-36_1a8993651826/events.out.tfevents.1693490378.1a8993651826.795.0 +3 -0
- training_args.bin +3 -0
.gitignore
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
checkpoint-*/
|
config.json
ADDED
@@ -0,0 +1,96 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google/efficientnet-b7",
|
3 |
+
"architectures": [
|
4 |
+
"EfficientNetForImageClassification"
|
5 |
+
],
|
6 |
+
"batch_norm_eps": 0.001,
|
7 |
+
"batch_norm_momentum": 0.99,
|
8 |
+
"depth_coefficient": 3.1,
|
9 |
+
"depth_divisor": 8,
|
10 |
+
"depthwise_padding": [
|
11 |
+
18
|
12 |
+
],
|
13 |
+
"drop_connect_rate": 0.2,
|
14 |
+
"dropout_rate": 0.5,
|
15 |
+
"expand_ratios": [
|
16 |
+
1,
|
17 |
+
6,
|
18 |
+
6,
|
19 |
+
6,
|
20 |
+
6,
|
21 |
+
6,
|
22 |
+
6
|
23 |
+
],
|
24 |
+
"hidden_act": "swish",
|
25 |
+
"hidden_dim": 2560,
|
26 |
+
"id2label": {
|
27 |
+
"0": "Actinic keratosis",
|
28 |
+
"1": "Benign keratosis",
|
29 |
+
"2": "Dermatofibroma",
|
30 |
+
"3": "Melanocytic nevus",
|
31 |
+
"4": "Vascular lesion"
|
32 |
+
},
|
33 |
+
"image_size": 600,
|
34 |
+
"in_channels": [
|
35 |
+
32,
|
36 |
+
16,
|
37 |
+
24,
|
38 |
+
40,
|
39 |
+
80,
|
40 |
+
112,
|
41 |
+
192
|
42 |
+
],
|
43 |
+
"initializer_range": 0.02,
|
44 |
+
"kernel_sizes": [
|
45 |
+
3,
|
46 |
+
3,
|
47 |
+
5,
|
48 |
+
3,
|
49 |
+
5,
|
50 |
+
5,
|
51 |
+
3
|
52 |
+
],
|
53 |
+
"label2id": {
|
54 |
+
"Actinic keratosis": 0,
|
55 |
+
"Benign keratosis": 1,
|
56 |
+
"Dermatofibroma": 2,
|
57 |
+
"Melanocytic nevus": 3,
|
58 |
+
"Vascular lesion": 4
|
59 |
+
},
|
60 |
+
"model_type": "efficientnet",
|
61 |
+
"num_block_repeats": [
|
62 |
+
1,
|
63 |
+
2,
|
64 |
+
2,
|
65 |
+
3,
|
66 |
+
3,
|
67 |
+
4,
|
68 |
+
1
|
69 |
+
],
|
70 |
+
"num_channels": 3,
|
71 |
+
"num_hidden_layers": 64,
|
72 |
+
"out_channels": [
|
73 |
+
16,
|
74 |
+
24,
|
75 |
+
40,
|
76 |
+
80,
|
77 |
+
112,
|
78 |
+
192,
|
79 |
+
320
|
80 |
+
],
|
81 |
+
"pooling_type": "mean",
|
82 |
+
"problem_type": "single_label_classification",
|
83 |
+
"squeeze_expansion_ratio": 0.25,
|
84 |
+
"strides": [
|
85 |
+
1,
|
86 |
+
2,
|
87 |
+
2,
|
88 |
+
2,
|
89 |
+
1,
|
90 |
+
2,
|
91 |
+
1
|
92 |
+
],
|
93 |
+
"torch_dtype": "float32",
|
94 |
+
"transformers_version": "4.28.0",
|
95 |
+
"width_coefficient": 2.0
|
96 |
+
}
|
preprocessor_config.json
ADDED
@@ -0,0 +1,29 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"crop_size": {
|
3 |
+
"height": 289,
|
4 |
+
"width": 289
|
5 |
+
},
|
6 |
+
"do_center_crop": false,
|
7 |
+
"do_normalize": true,
|
8 |
+
"do_rescale": true,
|
9 |
+
"do_resize": true,
|
10 |
+
"image_mean": [
|
11 |
+
0.485,
|
12 |
+
0.456,
|
13 |
+
0.406
|
14 |
+
],
|
15 |
+
"image_processor_type": "EfficientNetImageProcessor",
|
16 |
+
"image_std": [
|
17 |
+
0.47853944,
|
18 |
+
0.4732864,
|
19 |
+
0.47434163
|
20 |
+
],
|
21 |
+
"include_top": true,
|
22 |
+
"resample": 0,
|
23 |
+
"rescale_factor": 0.00392156862745098,
|
24 |
+
"rescale_offset": false,
|
25 |
+
"size": {
|
26 |
+
"height": 600,
|
27 |
+
"width": 600
|
28 |
+
}
|
29 |
+
}
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:24bb887399c88001bc94156e116023bd7f995142af3561cff822abab3466a65a
|
3 |
+
size 256870421
|
runs/Aug31_13-58-36_1a8993651826/1693490378.958029/events.out.tfevents.1693490378.1a8993651826.795.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:fb9798892ba3a8ca5216c341a55ba3bd2bd1c3792ad78e7cb442fa6729f6f6c4
|
3 |
+
size 5940
|
runs/Aug31_13-58-36_1a8993651826/events.out.tfevents.1693490378.1a8993651826.795.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a65f7a6201ec4466c57901faff0c258bc8c9fd4549ac9466b35069cd4222fc44
|
3 |
+
size 33064
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3aa0397ad7c598ba6b616b690a29d7347d5ccde4a1e221f6ebf360efdbe778b3
|
3 |
+
size 3643
|