-
Notifications
You must be signed in to change notification settings - Fork 11
/
exp_configs.py
50 lines (47 loc) · 1.31 KB
/
exp_configs.py
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
from haven import haven_utils as hu
import itertools, copy
EXP_GROUPS = {}
EXP_GROUPS["open_source_unet2d"] = hu.cartesian_exp_group({
'batch_size': 1,
'num_channels':1,
'dataset': [{
'name':'open_source',
'transform':'basic',
'transform_mode':3
}],
'dataset_size':[{
'train':'all',
'val':'all'
}],
'max_epoch': [100],
'optimizer': ["adam"],
'lr': [1e-5,],
'model': [{
'name':'semseg',
'base':'unet2d',
'loss':'dice',
'pretrained':'checkpoints/unet2d_aio_pre_luna.ckpt'
}],
})
EXP_GROUPS["open_source_pspnet"] = hu.cartesian_exp_group({
'batch_size': 1,
'num_channels':1,
'dataset': [{
'name':'open_source',
'transform':'basic',
'transform_mode':3
}],
'dataset_size':[{
'train':'all',
'val':'all'
}],
'max_epoch': [100],
'optimizer': ["adam"],
'lr': [ 1e-5,],
'model': [{
'name':'semseg',
'encoder':'inceptionresnetv2',
'base':'pspnet',
'loss':'dice'
}]
})