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-rw-r--r--modules/devices.py11
1 files changed, 9 insertions, 2 deletions
diff --git a/modules/devices.py b/modules/devices.py
index 0321d12c..dfffaf24 100644
--- a/modules/devices.py
+++ b/modules/devices.py
@@ -164,7 +164,11 @@ def manual_cast_forward(target_dtype):
@contextlib.contextmanager
def manual_cast(target_dtype):
+ applied = False
for module_type in patch_module_list:
+ if hasattr(module_type, "org_forward"):
+ continue
+ applied = True
org_forward = module_type.forward
if module_type == torch.nn.MultiheadAttention and has_xpu():
module_type.forward = manual_cast_forward(torch.float32)
@@ -174,8 +178,11 @@ def manual_cast(target_dtype):
try:
yield None
finally:
- for module_type in patch_module_list:
- module_type.forward = module_type.org_forward
+ if applied:
+ for module_type in patch_module_list:
+ if hasattr(module_type, "org_forward"):
+ module_type.forward = module_type.org_forward
+ delattr(module_type, "org_forward")
def autocast(disable=False):