Upload folder using huggingface_hub
Browse files- all_results.json +13 -0
- config.json +49 -0
- eval_results.json +8 -0
- model.safetensors +3 -0
- preprocessor_config.json +22 -0
- train_results.json +8 -0
- trainer_state.json +0 -0
- training_args.bin +3 -0
all_results.json
ADDED
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"eval_f1": 0.958063608218407,
|
4 |
+
"eval_loss": 0.13213428854942322,
|
5 |
+
"eval_runtime": 20.8536,
|
6 |
+
"eval_samples_per_second": 175.509,
|
7 |
+
"eval_steps_per_second": 5.515,
|
8 |
+
"total_flos": 1.2034503255440461e+20,
|
9 |
+
"train_loss": 0.03158619465179086,
|
10 |
+
"train_runtime": 20070.0469,
|
11 |
+
"train_samples_per_second": 114.177,
|
12 |
+
"train_steps_per_second": 3.568
|
13 |
+
}
|
config.json
ADDED
@@ -0,0 +1,49 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "microsoft/resnet-152",
|
3 |
+
"architectures": [
|
4 |
+
"ResNetForImageClassification"
|
5 |
+
],
|
6 |
+
"depths": [
|
7 |
+
3,
|
8 |
+
8,
|
9 |
+
36,
|
10 |
+
3
|
11 |
+
],
|
12 |
+
"downsample_in_bottleneck": false,
|
13 |
+
"downsample_in_first_stage": false,
|
14 |
+
"embedding_size": 64,
|
15 |
+
"hidden_act": "relu",
|
16 |
+
"hidden_sizes": [
|
17 |
+
256,
|
18 |
+
512,
|
19 |
+
1024,
|
20 |
+
2048
|
21 |
+
],
|
22 |
+
"id2label": {
|
23 |
+
"0": "benign",
|
24 |
+
"1": "malignant"
|
25 |
+
},
|
26 |
+
"label2id": {
|
27 |
+
"benign": 0,
|
28 |
+
"malignant": 1
|
29 |
+
},
|
30 |
+
"layer_type": "bottleneck",
|
31 |
+
"model_type": "resnet",
|
32 |
+
"num_channels": 3,
|
33 |
+
"out_features": [
|
34 |
+
"stage4"
|
35 |
+
],
|
36 |
+
"out_indices": [
|
37 |
+
4
|
38 |
+
],
|
39 |
+
"problem_type": "single_label_classification",
|
40 |
+
"stage_names": [
|
41 |
+
"stem",
|
42 |
+
"stage1",
|
43 |
+
"stage2",
|
44 |
+
"stage3",
|
45 |
+
"stage4"
|
46 |
+
],
|
47 |
+
"torch_dtype": "float32",
|
48 |
+
"transformers_version": "4.48.2"
|
49 |
+
}
|
eval_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"eval_f1": 0.958063608218407,
|
4 |
+
"eval_loss": 0.13213428854942322,
|
5 |
+
"eval_runtime": 20.8536,
|
6 |
+
"eval_samples_per_second": 175.509,
|
7 |
+
"eval_steps_per_second": 5.515
|
8 |
+
}
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6fd139cd70c2be220489caca41149aa96d252ce3f915644f2591fdc6e6f77ca7
|
3 |
+
size 233321808
|
preprocessor_config.json
ADDED
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"crop_pct": 0.875,
|
3 |
+
"do_normalize": true,
|
4 |
+
"do_rescale": true,
|
5 |
+
"do_resize": true,
|
6 |
+
"image_mean": [
|
7 |
+
0.485,
|
8 |
+
0.456,
|
9 |
+
0.406
|
10 |
+
],
|
11 |
+
"image_processor_type": "ConvNextImageProcessor",
|
12 |
+
"image_std": [
|
13 |
+
0.229,
|
14 |
+
0.224,
|
15 |
+
0.225
|
16 |
+
],
|
17 |
+
"resample": 3,
|
18 |
+
"rescale_factor": 0.00392156862745098,
|
19 |
+
"size": {
|
20 |
+
"shortest_edge": 224
|
21 |
+
}
|
22 |
+
}
|
train_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"total_flos": 1.2034503255440461e+20,
|
4 |
+
"train_loss": 0.03158619465179086,
|
5 |
+
"train_runtime": 20070.0469,
|
6 |
+
"train_samples_per_second": 114.177,
|
7 |
+
"train_steps_per_second": 3.568
|
8 |
+
}
|
trainer_state.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7a2f13481235032dd94209c952269e68ec534411b012175d373037c825cfac7a
|
3 |
+
size 5304
|