husseinelsaadi commited on
Commit
f0cc2e9
·
verified ·
1 Parent(s): 19d73a6

Upload runA/summary.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. runA/summary.json +186 -0
runA/summary.json ADDED
@@ -0,0 +1,186 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "run": "runA",
3
+ "config": {
4
+ "model": "clip-vit-b16",
5
+ "robust": false,
6
+ "epochs": 6,
7
+ "batch": 128,
8
+ "head_lr": 0.001,
9
+ "backbone_lr": 1e-05
10
+ },
11
+ "seed": 42,
12
+ "temperature": 2.3714754581451416,
13
+ "threshold": 0.33999999999999997,
14
+ "val_metrics": {
15
+ "accuracy": 0.9778887303851641,
16
+ "precision": 0.9768157570783751,
17
+ "recall": 0.9786228160328879,
18
+ "f1": 0.9777184515864052,
19
+ "auroc": 0.9973626571709754,
20
+ "ap": 0.9974009074717847,
21
+ "tn": 4836,
22
+ "fp": 113,
23
+ "fn": 104,
24
+ "tp": 4761,
25
+ "fnr": 0.021377183967112023,
26
+ "n": 9814
27
+ },
28
+ "history": [
29
+ {
30
+ "global_step": 500,
31
+ "epoch": 0,
32
+ "train_loss": 0.2632623594328761,
33
+ "val_loss": 0.1594223480543343,
34
+ "train_acc": null,
35
+ "val_acc": 0.9370287344609741,
36
+ "val_auroc": 0.9898148369276175
37
+ },
38
+ {
39
+ "global_step": 1000,
40
+ "epoch": 0,
41
+ "train_loss": 0.1841126126218587,
42
+ "val_loss": 0.11785118920462472,
43
+ "train_acc": null,
44
+ "val_acc": 0.9544528224984715,
45
+ "val_auroc": 0.993632918045669
46
+ },
47
+ {
48
+ "global_step": 1500,
49
+ "epoch": 1,
50
+ "train_loss": 0.06871116540774151,
51
+ "val_loss": 0.10572339459837686,
52
+ "train_acc": null,
53
+ "val_acc": 0.9595475850825351,
54
+ "val_auroc": 0.9946365985466973
55
+ },
56
+ {
57
+ "global_step": 2000,
58
+ "epoch": 1,
59
+ "train_loss": 0.0626535154299118,
60
+ "val_loss": 0.09662111271465046,
61
+ "train_acc": null,
62
+ "val_acc": 0.9634196046464235,
63
+ "val_auroc": 0.9946022294827591
64
+ },
65
+ {
66
+ "global_step": 2500,
67
+ "epoch": 1,
68
+ "train_loss": 0.062417819325068166,
69
+ "val_loss": 0.08761399400095748,
70
+ "train_acc": null,
71
+ "val_acc": 0.967393519461993,
72
+ "val_auroc": 0.9957098893814544
73
+ },
74
+ {
75
+ "global_step": 3000,
76
+ "epoch": 2,
77
+ "train_loss": 0.03605491685017047,
78
+ "val_loss": 0.08777782556018009,
79
+ "train_acc": null,
80
+ "val_acc": 0.9689219482372121,
81
+ "val_auroc": 0.9968128975156046
82
+ },
83
+ {
84
+ "global_step": 3500,
85
+ "epoch": 2,
86
+ "train_loss": 0.03820800127964743,
87
+ "val_loss": 0.09650065783743025,
88
+ "train_acc": null,
89
+ "val_acc": 0.9676992052170369,
90
+ "val_auroc": 0.9960798292636278
91
+ },
92
+ {
93
+ "global_step": 4000,
94
+ "epoch": 2,
95
+ "train_loss": 0.03720798732182062,
96
+ "val_loss": 0.07481693648164764,
97
+ "train_acc": null,
98
+ "val_acc": 0.9751375585897697,
99
+ "val_auroc": 0.9973155788217619
100
+ },
101
+ {
102
+ "global_step": 4500,
103
+ "epoch": 3,
104
+ "train_loss": 0.024452125501637865,
105
+ "val_loss": 0.08219703520561446,
106
+ "train_acc": null,
107
+ "val_acc": 0.9727939678011005,
108
+ "val_auroc": 0.9968284726201085
109
+ },
110
+ {
111
+ "global_step": 5000,
112
+ "epoch": 3,
113
+ "train_loss": 0.02423039751942973,
114
+ "val_loss": 0.07554733334441328,
115
+ "train_acc": null,
116
+ "val_acc": 0.9768697778683514,
117
+ "val_auroc": 0.9974155502258701
118
+ },
119
+ {
120
+ "global_step": 5500,
121
+ "epoch": 3,
122
+ "train_loss": 0.022908811195620868,
123
+ "val_loss": 0.08540318812472722,
124
+ "train_acc": null,
125
+ "val_acc": 0.9766659873649888,
126
+ "val_auroc": 0.9973462513942315
127
+ },
128
+ {
129
+ "global_step": 6000,
130
+ "epoch": 4,
131
+ "train_loss": 0.014336217738707125,
132
+ "val_loss": 0.08207733778839858,
133
+ "train_acc": null,
134
+ "val_acc": 0.9785001018952517,
135
+ "val_auroc": 0.997609387593121
136
+ },
137
+ {
138
+ "global_step": 6500,
139
+ "epoch": 4,
140
+ "train_loss": 0.013700395767813074,
141
+ "val_loss": 0.09844899668284436,
142
+ "train_acc": null,
143
+ "val_acc": 0.9754432443448136,
144
+ "val_auroc": 0.9971942799078868
145
+ },
146
+ {
147
+ "global_step": 7000,
148
+ "epoch": 4,
149
+ "train_loss": 0.013417980314820374,
150
+ "val_loss": 0.09765501048576086,
151
+ "train_acc": null,
152
+ "val_acc": 0.9765640921133075,
153
+ "val_auroc": 0.9972729030354218
154
+ },
155
+ {
156
+ "global_step": 7500,
157
+ "epoch": 5,
158
+ "train_loss": 0.009374088254238208,
159
+ "val_loss": 0.10122521467307981,
160
+ "train_acc": null,
161
+ "val_acc": 0.9771754636233951,
162
+ "val_auroc": 0.9974264735658288
163
+ },
164
+ {
165
+ "global_step": 8000,
166
+ "epoch": 5,
167
+ "train_loss": 0.010457269466620346,
168
+ "val_loss": 0.10297228404745347,
169
+ "train_acc": null,
170
+ "val_acc": 0.9762584063582637,
171
+ "val_auroc": 0.9973288903444113
172
+ },
173
+ {
174
+ "global_step": 8500,
175
+ "epoch": 5,
176
+ "train_loss": 0.010313011600001119,
177
+ "val_loss": 0.10238170603129634,
178
+ "train_acc": null,
179
+ "val_acc": 0.9765640921133075,
180
+ "val_auroc": 0.9973647546183818
181
+ }
182
+ ],
183
+ "train_size": 185204,
184
+ "val_size": 9814,
185
+ "wall_clock_s": 506.9
186
+ }