Publish model mlp_layer1_seed3_dist8, on 2025-03-20 18:01:44 JST
Browse files- mlp_layer1_seed3_dist8/events.out.tfevents.1742459370.197caa7ba88141226195c99eeafb8490b47d74629daea96443dcc28f.35842.0 +3 -0
- mlp_layer1_seed3_dist8/meta.json +30 -0
- mlp_layer1_seed3_dist8/metrics.json +6 -0
- mlp_layer1_seed3_dist8/model.onnx +3 -0
- mlp_layer1_seed3_dist8/model.safetensors +3 -0
- mlp_layer1_seed3_dist8/plot_confusion.png +0 -0
- mlp_layer1_seed3_dist8/plot_f1_curve.png +0 -0
- mlp_layer1_seed3_dist8/plot_p_curve.png +0 -0
- mlp_layer1_seed3_dist8/plot_pr_curve.png +0 -0
- mlp_layer1_seed3_dist8/plot_r_curve.png +0 -0
- mlp_layer1_seed3_dist8/plot_roc_curve.png +0 -0
mlp_layer1_seed3_dist8/events.out.tfevents.1742459370.197caa7ba88141226195c99eeafb8490b47d74629daea96443dcc28f.35842.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f3adb713930b1c6bf1e59bdb10ca580ffadfa67a44975995b973a813a7f28850
|
3 |
+
size 17335579
|
mlp_layer1_seed3_dist8/meta.json
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"encoder_model": "wdtagger:SmilingWolf/wd-swinv2-tagger-v3",
|
3 |
+
"flops": 525312.0,
|
4 |
+
"init_params": {
|
5 |
+
"in_dims": 1024,
|
6 |
+
"layers": [
|
7 |
+
0.5
|
8 |
+
],
|
9 |
+
"out_dims": 2
|
10 |
+
},
|
11 |
+
"model_type": "mlp",
|
12 |
+
"params": 525826.0,
|
13 |
+
"problem": {
|
14 |
+
"labels": [
|
15 |
+
"monochrome",
|
16 |
+
"normal"
|
17 |
+
],
|
18 |
+
"type": "classification"
|
19 |
+
},
|
20 |
+
"train": {
|
21 |
+
"batch_size": 16,
|
22 |
+
"key_metric": "AUC",
|
23 |
+
"learning_rate": 0.001,
|
24 |
+
"loss": "focal",
|
25 |
+
"max_epochs": 100,
|
26 |
+
"processes": 8,
|
27 |
+
"seed": 3,
|
28 |
+
"weight_decay": 0.001
|
29 |
+
}
|
30 |
+
}
|
mlp_layer1_seed3_dist8/metrics.json
ADDED
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"AUC": 0.9956101012516942,
|
3 |
+
"accuracy": 0.9698660714285714,
|
4 |
+
"loss": 0.05300576690310014,
|
5 |
+
"mAP": 0.9957305722508567
|
6 |
+
}
|
mlp_layer1_seed3_dist8/model.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2a001ba2994f01b0f33bdec193271b027eadd032d5e225117fd61cdb36edbcd6
|
3 |
+
size 2104918
|
mlp_layer1_seed3_dist8/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:99af158d62d949e1717b7d3d233ee2f7dca529f31d2b1f7d0acc6fa3f51d4338
|
3 |
+
size 2104360
|
mlp_layer1_seed3_dist8/plot_confusion.png
ADDED
![]() |
mlp_layer1_seed3_dist8/plot_f1_curve.png
ADDED
![]() |
mlp_layer1_seed3_dist8/plot_p_curve.png
ADDED
![]() |
mlp_layer1_seed3_dist8/plot_pr_curve.png
ADDED
![]() |
mlp_layer1_seed3_dist8/plot_r_curve.png
ADDED
![]() |
mlp_layer1_seed3_dist8/plot_roc_curve.png
ADDED
![]() |