Hugging Face's logo

alicelouis
/
Swin2e-4Lion

Image Classification
Transformers
Safetensors
swin
Inference Endpoints
Model card Files Community
alicelouis commited on
Commit
1353ed2
·
1 Parent(s): c8ebbba

Upload 7 files

Browse files
Files changed (7) hide show
  1. all_results.json +8 -0
  2. config.json +65 -0
  3. model.safetensors +3 -0
  4. preprocessor_config.json +22 -0
  5. train_results.json +8 -0
  6. trainer_state.json +0 -0
  7. training_args.bin +3 -0
all_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 30.0,
3
+ "total_flos": 2.3515974247797965e+19,
4
+ "train_loss": 0.07091858377127398,
5
+ "train_runtime": 7238.3055,
6
+ "train_samples_per_second": 41.467,
7
+ "train_steps_per_second": 1.297
8
+ }
config.json ADDED
@@ -0,0 +1,65 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "microsoft/swin-base-patch4-window7-224-in22k",
3
+ "architectures": [
4
+ "SwinForImageClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.0,
7
+ "depths": [
8
+ 2,
9
+ 2,
10
+ 18,
11
+ 2
12
+ ],
13
+ "drop_path_rate": 0.1,
14
+ "embed_dim": 128,
15
+ "encoder_stride": 32,
16
+ "hidden_act": "gelu",
17
+ "hidden_dropout_prob": 0.0,
18
+ "hidden_size": 1024,
19
+ "id2label": {
20
+ "0": "adenocarcinoma",
21
+ "1": "large.cell",
22
+ "2": "normal",
23
+ "3": "squamous.cell"
24
+ },
25
+ "image_size": 224,
26
+ "initializer_range": 0.02,
27
+ "label2id": {
28
+ "adenocarcinoma": 0,
29
+ "large.cell": 1,
30
+ "normal": 2,
31
+ "squamous.cell": 3
32
+ },
33
+ "layer_norm_eps": 1e-05,
34
+ "mlp_ratio": 4.0,
35
+ "model_type": "swin",
36
+ "num_channels": 3,
37
+ "num_heads": [
38
+ 4,
39
+ 8,
40
+ 16,
41
+ 32
42
+ ],
43
+ "num_layers": 4,
44
+ "out_features": [
45
+ "stage4"
46
+ ],
47
+ "out_indices": [
48
+ 4
49
+ ],
50
+ "patch_size": 4,
51
+ "path_norm": true,
52
+ "problem_type": "single_label_classification",
53
+ "qkv_bias": true,
54
+ "stage_names": [
55
+ "stem",
56
+ "stage1",
57
+ "stage2",
58
+ "stage3",
59
+ "stage4"
60
+ ],
61
+ "torch_dtype": "float32",
62
+ "transformers_version": "4.35.0",
63
+ "use_absolute_embeddings": false,
64
+ "window_size": 7
65
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c651374402a86ac5976879cc3f84ae23a9c168356e46c5b9207e6069ee18ee21
3
+ size 347507016
preprocessor_config.json ADDED
@@ -0,0 +1,22 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "do_normalize": true,
3
+ "do_rescale": true,
4
+ "do_resize": true,
5
+ "image_mean": [
6
+ 0.485,
7
+ 0.456,
8
+ 0.406
9
+ ],
10
+ "image_processor_type": "ViTImageProcessor",
11
+ "image_std": [
12
+ 0.229,
13
+ 0.224,
14
+ 0.225
15
+ ],
16
+ "resample": 3,
17
+ "rescale_factor": 0.00392156862745098,
18
+ "size": {
19
+ "height": 224,
20
+ "width": 224
21
+ }
22
+ }
train_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 30.0,
3
+ "total_flos": 2.3515974247797965e+19,
4
+ "train_loss": 0.07091858377127398,
5
+ "train_runtime": 7238.3055,
6
+ "train_samples_per_second": 41.467,
7
+ "train_steps_per_second": 1.297
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 sha256:0fc2f91ed2351de0d44dcee3696a80dcf5db85d01a17bdbbad6167fc7cd4f099
3
+ size 4536