Upload 2 files
Browse files
hparams.yaml
ADDED
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
augment_training_data: true
|
2 |
+
batch_size: 2048
|
3 |
+
epsilon: 1.0e-15
|
4 |
+
gamma: 1.3
|
5 |
+
gene_dim: 19331
|
6 |
+
lambda_sparse: 1.0e-05
|
7 |
+
learning_rate: 0.005
|
8 |
+
lr_scheduler: !!python/name:torch.optim.lr_scheduler.StepLR ''
|
9 |
+
lr_scheduler_kwargs:
|
10 |
+
gamma: 0.9
|
11 |
+
step_size: 1
|
12 |
+
verbose: true
|
13 |
+
mask_type: entmax
|
14 |
+
momentum: 0.02
|
15 |
+
n_a: 64
|
16 |
+
n_d: 128
|
17 |
+
n_independent: 5
|
18 |
+
n_shared: 3
|
19 |
+
n_steps: 1
|
20 |
+
optimizer: !!python/name:torch.optim.adamw.AdamW ''
|
21 |
+
train_set_size: 15240192
|
22 |
+
type_dim: 164
|
23 |
+
val_set_size: 3500032
|
24 |
+
virtual_batch_size: 256
|
25 |
+
weight_decay: 0.05
|
val_f1_macro_epoch=41_val_f1_macro=0.847.ckpt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:573b911f30f7a70d33a13d1e4e28d596827e389ac0fe55dbfe30952ece70f56c
|
3 |
+
size 503162157
|