-
Notifications
You must be signed in to change notification settings - Fork 43
/
config.json
71 lines (71 loc) · 1.82 KB
/
config.json
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
{
"random_seed": 0,
"verbose": false,
"save_model": true,
"cuda_device": 0,
"sz_embedding": 128,
"backend": "faiss-gpu",
"nb_epochs": 200,
"nb_clusters": 8,
"finetune_epoch": 100,
"dataset_selected": "sop",
"dataset": {
"vid": {
"root": "/export/home/vtschern/data/vehicle-id/VehicleID_V1.0",
"classes": {
"train": "range(0, 13164)",
"init": "range(0, 13164)",
"_note": "small: 800, mid: +1600, large: +2400",
"eval": "range(13164, 13164 + 2400)"
}
},
"inshop": {
"root": "/export/home/vtschern/data/in-shop",
"classes": {
"train": "range(0, 3997)",
"init": "range(0, 3997)",
"eval": "range(0, 3985)"
}
},
"sop": {
"root": "/export/home/vtschern/data/sop",
"classes": {
"train": "range(0, 11318)",
"init": "range(0, 11318)",
"eval": "range(11318, 22634)"
}
}
},
"log": {
"path": "log/default",
"name": "sop-K-8-M-2-exp-0"
},
"dataloader": {
"num_workers": 4,
"drop_last": false,
"shuffle": false,
"pin_memory": true,
"batch_size": 80
},
"opt": {
"backbone": {
"lr": 1e-5,
"weight_decay": 1e-4
},
"embedding": {
"lr": 1e-5,
"weight_decay": 1e-4
}
},
"recluster": {
"enabled": true,
"mod_epoch": 2
},
"transform_parameters": {
"rgb_to_bgr": false,
"intensity_scale": [[0, 1], [0, 1]],
"mean": [0.485, 0.456, 0.406],
"std": [0.229, 0.224, 0.225],
"sz_crop": 224
}
}