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Fix last commit not working on older pytorch. (#9346)

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comfyanonymous 2025-08-14 20:44:02 -07:00 committed by GitHub
parent f0d5d0111f
commit 4e5c230f6a
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1 changed files with 13 additions and 12 deletions
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25
comfy/ops.py
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@ -32,20 +32,21 @@ def scaled_dot_product_attention(q, k, v, *args, **kwargs):
try:
if torch.cuda.is_available():
from torch.nn.attention import SDPBackend, sdpa_kernel
import inspect
if "set_priority" in inspect.signature(sdpa_kernel).parameters:
SDPA_BACKEND_PRIORITY = [
SDPBackend.FLASH_ATTENTION,
SDPBackend.EFFICIENT_ATTENTION,
SDPBackend.MATH,
]
SDPA_BACKEND_PRIORITY = [
SDPBackend.FLASH_ATTENTION,
SDPBackend.EFFICIENT_ATTENTION,
SDPBackend.MATH,
]
SDPA_BACKEND_PRIORITY.insert(0, SDPBackend.CUDNN_ATTENTION)
SDPA_BACKEND_PRIORITY.insert(0, SDPBackend.CUDNN_ATTENTION)
def scaled_dot_product_attention(q, k, v, *args, **kwargs):
# Use this (rather than the decorator syntax) to eliminate graph
# break for pytorch < 2.9
with sdpa_kernel(SDPA_BACKEND_PRIORITY, set_priority=True):
return torch.nn.functional.scaled_dot_product_attention(q, k, v, *args, **kwargs)
def scaled_dot_product_attention(q, k, v, *args, **kwargs):
with sdpa_kernel(SDPA_BACKEND_PRIORITY, set_priority=True):
return torch.nn.functional.scaled_dot_product_attention(q, k, v, *args, **kwargs)
else:
logging.warning("Torch version too old to set sdpa backend priority.")
except (ModuleNotFoundError, TypeError):
logging.warning("Could not set sdpa backend priority.")