File size: 752 Bytes
3ac1d94
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
model:
  hidden_channels: 256
  encoder:
    name: egnn
    num_layers: 6
    hidden_dim: 256
    edge_dim: 0
    num_r_gaussian: 64
    act_fn: relu
    norm: False
    cutoff: 10.0
    knn: 48 # kNN Graph

train:
  seed: 2021
  batch_size: 4
  num_workers: 4
  max_epochs: 200
  report_iter: 200
  val_freq: 1
  pos_noise_std: 0.1
  max_grad_norm: 10.
  optimizer:
    type: adam
    lr: 1.e-4
    weight_decay: 0
    beta1: 0.99
    beta2: 0.999
  scheduler:
    type: plateau
    factor: 0.6
    patience: 10
    min_lr: 1.e-5

dataset:
  name: pdbbind
  heavy_only: True
  path: ${ONESCIENCE_DATASETS_DIR}/targetdiff/data/pdbbind_v2020/pocket_10_general
  split: ${ONESCIENCE_DATASETS_DIR}/targetdiff/data/pdbbind_v2020/pocket_10_general/split.pt