Spaces:
Running
on
Zero
Running
on
Zero
Update optimization.py
Browse files- optimization.py +4 -3
optimization.py
CHANGED
|
@@ -8,7 +8,7 @@ from torchao.quantization import quantize_
|
|
| 8 |
from torchao.quantization import Float8DynamicActivationFloat8WeightConfig
|
| 9 |
import spaces
|
| 10 |
import torch
|
| 11 |
-
from torch.utils._pytree import tree_map
|
| 12 |
|
| 13 |
|
| 14 |
P = ParamSpec('P')
|
|
@@ -39,10 +39,11 @@ def optimize_pipeline_(pipeline: Callable[P, Any], *args: P.args, **kwargs: P.kw
|
|
| 39 |
with spaces.aoti_capture(pipeline.transformer) as call:
|
| 40 |
pipeline(*args, **kwargs)
|
| 41 |
|
| 42 |
-
dynamic_shapes = tree_map(lambda t: None, call.kwargs)
|
|
|
|
| 43 |
dynamic_shapes |= TRANSFORMER_DYNAMIC_SHAPES
|
| 44 |
|
| 45 |
-
quantize_(pipeline.transformer, Float8DynamicActivationFloat8WeightConfig())
|
| 46 |
|
| 47 |
exported = torch.export.export(
|
| 48 |
mod=pipeline.transformer,
|
|
|
|
| 8 |
from torchao.quantization import Float8DynamicActivationFloat8WeightConfig
|
| 9 |
import spaces
|
| 10 |
import torch
|
| 11 |
+
from torch.utils._pytree import tree_map, tree_map_only
|
| 12 |
|
| 13 |
|
| 14 |
P = ParamSpec('P')
|
|
|
|
| 39 |
with spaces.aoti_capture(pipeline.transformer) as call:
|
| 40 |
pipeline(*args, **kwargs)
|
| 41 |
|
| 42 |
+
#dynamic_shapes = tree_map(lambda t: None, call.kwargs)
|
| 43 |
+
dynamic_shapes = tree_map_only((torch.Tensor, bool), lambda x: None, call.kwargs)
|
| 44 |
dynamic_shapes |= TRANSFORMER_DYNAMIC_SHAPES
|
| 45 |
|
| 46 |
+
#quantize_(pipeline.transformer, Float8DynamicActivationFloat8WeightConfig())
|
| 47 |
|
| 48 |
exported = torch.export.export(
|
| 49 |
mod=pipeline.transformer,
|