Create configuration_dalle.py
Browse files- configuration_dalle.py +31 -0
configuration_dalle.py
ADDED
|
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from transformers import PretrainedConfig
|
| 2 |
+
|
| 3 |
+
|
| 4 |
+
class DallEConfig(PretrainedConfig):
|
| 5 |
+
def __init__(
|
| 6 |
+
self,
|
| 7 |
+
group_count: int = 4,
|
| 8 |
+
n_hid: int = 256,
|
| 9 |
+
n_blk_per_group: int = 2,
|
| 10 |
+
input_channels: int = 3,
|
| 11 |
+
vocab_size: int = 8192,
|
| 12 |
+
device: str = 'cpu',
|
| 13 |
+
requires_grad: bool = False,
|
| 14 |
+
use_mixed_precision: bool = True,
|
| 15 |
+
**kwargs,
|
| 16 |
+
):
|
| 17 |
+
super().__init__(**kwargs)
|
| 18 |
+
|
| 19 |
+
assert input_channels >= 1
|
| 20 |
+
assert n_hid >= 64
|
| 21 |
+
assert n_blk_per_group >= 1
|
| 22 |
+
assert vocab_size >= 512
|
| 23 |
+
|
| 24 |
+
self.group_count = group_count
|
| 25 |
+
self.n_hid = n_hid
|
| 26 |
+
self.n_blk_per_group = n_blk_per_group
|
| 27 |
+
self.input_channels = input_channels
|
| 28 |
+
self.vocab_size = vocab_size
|
| 29 |
+
self.device = device
|
| 30 |
+
self.requires_grad = requires_grad
|
| 31 |
+
self.use_mixed_precision = use_mixed_precision
|