Commit
•
eae787a
1
Parent(s):
fd64c66
Training in progress, epoch 0
Browse files
config.json
ADDED
|
@@ -0,0 +1,69 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "microsoft/swin-tiny-patch4-window7-224",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"SwinForImageClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.0,
|
| 7 |
+
"depths": [
|
| 8 |
+
2,
|
| 9 |
+
2,
|
| 10 |
+
6,
|
| 11 |
+
2
|
| 12 |
+
],
|
| 13 |
+
"drop_path_rate": 0.1,
|
| 14 |
+
"embed_dim": 96,
|
| 15 |
+
"encoder_stride": 32,
|
| 16 |
+
"hidden_act": "gelu",
|
| 17 |
+
"hidden_dropout_prob": 0.0,
|
| 18 |
+
"hidden_size": 768,
|
| 19 |
+
"id2label": {
|
| 20 |
+
"0": "ASCUS",
|
| 21 |
+
"1": "Cancer",
|
| 22 |
+
"2": "HSIL",
|
| 23 |
+
"3": "LSIL",
|
| 24 |
+
"4": "NILM",
|
| 25 |
+
"5": "Non-Diagnostic"
|
| 26 |
+
},
|
| 27 |
+
"image_size": 224,
|
| 28 |
+
"initializer_range": 0.02,
|
| 29 |
+
"label2id": {
|
| 30 |
+
"ASCUS": 0,
|
| 31 |
+
"Cancer": 1,
|
| 32 |
+
"HSIL": 2,
|
| 33 |
+
"LSIL": 3,
|
| 34 |
+
"NILM": 4,
|
| 35 |
+
"Non-Diagnostic": 5
|
| 36 |
+
},
|
| 37 |
+
"layer_norm_eps": 1e-05,
|
| 38 |
+
"mlp_ratio": 4.0,
|
| 39 |
+
"model_type": "swin",
|
| 40 |
+
"num_channels": 3,
|
| 41 |
+
"num_heads": [
|
| 42 |
+
3,
|
| 43 |
+
6,
|
| 44 |
+
12,
|
| 45 |
+
24
|
| 46 |
+
],
|
| 47 |
+
"num_layers": 4,
|
| 48 |
+
"out_features": [
|
| 49 |
+
"stage4"
|
| 50 |
+
],
|
| 51 |
+
"out_indices": [
|
| 52 |
+
4
|
| 53 |
+
],
|
| 54 |
+
"patch_size": 4,
|
| 55 |
+
"path_norm": true,
|
| 56 |
+
"problem_type": "single_label_classification",
|
| 57 |
+
"qkv_bias": true,
|
| 58 |
+
"stage_names": [
|
| 59 |
+
"stem",
|
| 60 |
+
"stage1",
|
| 61 |
+
"stage2",
|
| 62 |
+
"stage3",
|
| 63 |
+
"stage4"
|
| 64 |
+
],
|
| 65 |
+
"torch_dtype": "float32",
|
| 66 |
+
"transformers_version": "4.44.2",
|
| 67 |
+
"use_absolute_embeddings": false,
|
| 68 |
+
"window_size": 7
|
| 69 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ffb31f8640a2bee44c7ea04ec2fd9d725574909f00109e6a9ba742a94c84c081
|
| 3 |
+
size 110355136
|
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 |
+
}
|
runs/Sep16_07-07-21_7e403ae441af/events.out.tfevents.1726470683.7e403ae441af.857.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:43eaa1ca9d48152c07b1c22b24c60286054640e1a344af6d168112f9a44fce43
|
| 3 |
+
size 12558
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b887c020373db1d39759721c8f71abae65f6d5ce6ba5d563c277a8bebb3c65ed
|
| 3 |
+
size 5240
|