-
Notifications
You must be signed in to change notification settings - Fork 0
/
hparams.yaml
112 lines (110 loc) · 2.75 KB
/
hparams.yaml
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
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
civilcomments_small:
erm:
num_train_epochs: 50
learning_rate: 1e-5
weight_decay: 1e-2
batch_size: 8
lr_scheduler_type: 'linear'
jtt:
num_train_epochs: 50
learning_rate: 1e-5
weight_decay: 1e-2
batch_size: 8
up: 6
T: 5
lr_scheduler_type: 'linear'
dro:
num_train_epochs: 50
learning_rate: 1e-5
weight_decay: 1e-2
batch_size: 32
lr_scheduler_type: 'linear'
erm_l1:
num_train_epochs: 50
learning_rate: 1e-5
weight_decay: 1e-2
batch_size: 32
erm_weight: 0
reg_weight: -1
lr_scheduler_type: 'linear'
erm_mt:
num_train_epochs: 50
learning_rate: 1e-5
weight_decay: 1e-2
batch_size: 32
erm_weight: 0
mt_weight: -1
lr_scheduler_type: 'linear'
erm_mt_l1:
num_train_epochs: 50
learning_rate: 1e-5
weight_decay: 1e-2
batch_size: 32
erm_weight: 0
mt_weight: 0
reg_weight: -1
lr_scheduler_type: 'linear'
erm_mt2_l1:
num_train_epochs: 50
learning_rate: 1e-5
weight_decay: 1e-2
batch_size: 32
erm_weight: 0
mt_weight: -1
reg_weight: -1
lr_scheduler_type: 'linear'
waterbirds:
erm:
num_train_epochs: 200
learning_rate: 1e-3
weight_decay: 1e-2
batch_size: 4
lr_scheduler_type: 'cosine_with_restarts'
dro:
num_train_epochs: 200
learning_rate: 1e-3
weight_decay: 1e-2
batch_size: 16
lr_scheduler_type: 'cosine_with_restarts'
jtt:
num_train_epochs: 200
learning_rate: 1e-3
weight_decay: 1e-2
batch_size: 8
up: 20
T: 10
lr_scheduler_type: 'cosine_with_restarts'
erm_l1:
num_train_epochs: 200
learning_rate: 1e-3
weight_decay: 1e-2
batch_size: 4
erm_weight: 0
reg_weight: -1
lr_scheduler_type: 'cosine_with_restarts'
erm_mt:
num_train_epochs: 200
learning_rate: 1e-3
weight_decay: 1e-2
batch_size: 4
erm_weight: 0
mt_weight: 0
lr_scheduler_type: 'cosine_with_restarts'
erm_mt_l1:
num_train_epochs: 200
learning_rate: 1e-3
weight_decay: 1e-2
batch_size: 16
erm_weight: 0
mt_weight: -1
reg_weight: -1
lr_scheduler_type: 'cosine_with_restarts'
erm_mt2_l1:
num_train_epochs: 200
learning_rate: 1e-3
weight_decay: 1e-2
batch_size: 16
erm_weight: 0
mt_weight: 1
reg_weight: -1
lr_scheduler_type: 'cosine_with_restarts'