Upload folder using huggingface_hub
Browse files- arch_small_rgb.csv +21 -0
- best_model.pth +3 -0
- train.log +51 -0
arch_small_rgb.csv
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
metric,value
|
| 2 |
+
num_samples,800
|
| 3 |
+
threshold,0.5
|
| 4 |
+
accuracy,0.93875
|
| 5 |
+
precision,0.9451371571072319
|
| 6 |
+
recall,0.9334975369458128
|
| 7 |
+
f1,0.9392812887236679
|
| 8 |
+
tp,379
|
| 9 |
+
tn,372
|
| 10 |
+
fp,22
|
| 11 |
+
fn,27
|
| 12 |
+
pos_rate,0.50125
|
| 13 |
+
model_size,small
|
| 14 |
+
two_branch,False
|
| 15 |
+
channel_mode,rgb
|
| 16 |
+
fft_highpass_only,False
|
| 17 |
+
fft_low_cut_ratio,0.1
|
| 18 |
+
use_tta,False
|
| 19 |
+
seed,42
|
| 20 |
+
val_ratio,0.1
|
| 21 |
+
checkpoint,./weights/arch_small_rgb/best_model.pth
|
best_model.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8b710eacd3a92711c7686977ce94fa61f9925bac19df6ff3b4f1fecf6b7a7aa4
|
| 3 |
+
size 33172456
|
train.log
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_loss,train_acc,val_loss,val_acc,lr,elapsed_sec
|
| 2 |
+
1,0.678443,0.5842,0.655026,0.6000,9.990134e-04,25.58
|
| 3 |
+
2,0.636568,0.6379,0.721078,0.5787,9.960574e-04,24.77
|
| 4 |
+
3,0.611041,0.6640,0.756427,0.5787,9.911436e-04,24.87
|
| 5 |
+
4,0.600563,0.6817,0.619807,0.6675,9.842916e-04,24.96
|
| 6 |
+
5,0.581585,0.6936,0.646664,0.6388,9.755283e-04,24.94
|
| 7 |
+
6,0.573239,0.6925,0.536377,0.7200,9.648882e-04,24.98
|
| 8 |
+
7,0.545817,0.7268,0.535252,0.7188,9.524135e-04,25.05
|
| 9 |
+
8,0.517289,0.7415,0.557605,0.7125,9.381533e-04,25.01
|
| 10 |
+
9,0.484947,0.7678,0.480453,0.7650,9.221640e-04,25.03
|
| 11 |
+
10,0.438823,0.7950,0.410060,0.8187,9.045085e-04,24.98
|
| 12 |
+
11,0.402815,0.8204,0.427451,0.7837,8.852566e-04,25.09
|
| 13 |
+
12,0.357495,0.8432,0.363811,0.8250,8.644843e-04,25.17
|
| 14 |
+
13,0.323002,0.8639,0.340508,0.8575,8.422736e-04,25.04
|
| 15 |
+
14,0.302348,0.8719,0.294783,0.8788,8.187120e-04,24.92
|
| 16 |
+
15,0.269113,0.8836,0.259170,0.9000,7.938926e-04,24.95
|
| 17 |
+
16,0.253298,0.8969,0.260006,0.8975,7.679134e-04,25.10
|
| 18 |
+
17,0.244489,0.9033,0.233271,0.9062,7.408768e-04,24.96
|
| 19 |
+
18,0.234888,0.8988,0.306149,0.8688,7.128896e-04,24.92
|
| 20 |
+
19,0.222009,0.9113,0.236427,0.9012,6.840623e-04,25.01
|
| 21 |
+
20,0.200004,0.9214,0.224942,0.9087,6.545085e-04,25.05
|
| 22 |
+
21,0.201477,0.9201,0.266068,0.9025,6.243449e-04,25.09
|
| 23 |
+
22,0.174341,0.9300,0.223007,0.9087,5.936907e-04,25.01
|
| 24 |
+
23,0.167837,0.9329,0.228407,0.9050,5.626666e-04,25.03
|
| 25 |
+
24,0.154001,0.9376,0.202353,0.9213,5.313953e-04,25.18
|
| 26 |
+
25,0.140478,0.9440,0.273406,0.8688,5.000000e-04,25.06
|
| 27 |
+
26,0.136519,0.9458,0.199312,0.9087,4.686047e-04,25.05
|
| 28 |
+
27,0.113301,0.9540,0.237282,0.9125,4.373334e-04,25.10
|
| 29 |
+
28,0.107787,0.9601,0.221331,0.9200,4.063093e-04,25.05
|
| 30 |
+
29,0.108178,0.9593,0.208261,0.9163,3.756551e-04,24.97
|
| 31 |
+
30,0.097689,0.9642,0.214886,0.9100,3.454915e-04,24.94
|
| 32 |
+
31,0.076251,0.9729,0.198679,0.9187,3.159377e-04,24.99
|
| 33 |
+
32,0.070404,0.9736,0.218553,0.9263,2.871104e-04,24.99
|
| 34 |
+
33,0.065264,0.9751,0.203355,0.9313,2.591232e-04,25.00
|
| 35 |
+
34,0.064188,0.9754,0.212928,0.9225,2.320866e-04,25.05
|
| 36 |
+
35,0.051030,0.9822,0.186317,0.9325,2.061074e-04,25.12
|
| 37 |
+
36,0.050571,0.9812,0.223249,0.9163,1.812880e-04,24.97
|
| 38 |
+
37,0.046250,0.9829,0.192499,0.9363,1.577264e-04,24.99
|
| 39 |
+
38,0.037840,0.9883,0.200607,0.9387,1.355157e-04,24.95
|
| 40 |
+
39,0.034231,0.9889,0.215566,0.9287,1.147434e-04,25.00
|
| 41 |
+
40,0.033002,0.9882,0.205470,0.9313,9.549150e-05,24.98
|
| 42 |
+
41,0.032222,0.9899,0.208430,0.9350,7.783604e-05,25.00
|
| 43 |
+
42,0.029429,0.9906,0.208674,0.9313,6.184666e-05,24.96
|
| 44 |
+
43,0.024150,0.9928,0.222325,0.9325,4.758647e-05,24.98
|
| 45 |
+
44,0.018993,0.9950,0.215400,0.9313,3.511176e-05,25.04
|
| 46 |
+
45,0.021641,0.9933,0.209325,0.9250,2.447174e-05,24.99
|
| 47 |
+
46,0.019403,0.9950,0.212346,0.9313,1.570842e-05,24.95
|
| 48 |
+
47,0.020913,0.9947,0.220346,0.9375,8.856375e-06,24.92
|
| 49 |
+
48,0.019670,0.9939,0.204209,0.9263,3.942649e-06,24.99
|
| 50 |
+
49,0.018476,0.9951,0.205299,0.9287,9.866358e-07,25.01
|
| 51 |
+
50,0.018988,0.9949,0.207679,0.9325,0.000000e+00,25.01
|