config file
Browse files
conf1.py
ADDED
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import torch
|
2 |
+
|
3 |
+
# GPU device setting
|
4 |
+
device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
|
5 |
+
|
6 |
+
# model parameter setting
|
7 |
+
batch_size =128
|
8 |
+
max_len = 512 #the default is 256
|
9 |
+
d_model = 768
|
10 |
+
n_layers = 6
|
11 |
+
n_heads = 8
|
12 |
+
ffn_hidden = 1024
|
13 |
+
drop_prob = 0.1
|
14 |
+
max_seq_len = 30
|
15 |
+
|
16 |
+
PATH = './msa_nad/unprepro/'
|
17 |
+
ext = '_data.csv'
|
18 |
+
# optimizer parameter setting
|
19 |
+
init_lr = 1e-5
|
20 |
+
factor = 0.9
|
21 |
+
adam_eps = 5e-9
|
22 |
+
patience = 10
|
23 |
+
warmup = 100
|
24 |
+
epoch = 200
|
25 |
+
clip = 1.0
|
26 |
+
weight_decay = 5e-4
|
27 |
+
inf = float('inf')
|