Spaces:
Running
on
Zero
Running
on
Zero
File size: 1,079 Bytes
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"""
"""
from typing import Any
from typing import Callable
from typing import ParamSpec
import spaces
import torch
from fa3 import FlashFusedFluxAttnProcessor3_0
P = ParamSpec('P')
INDUCTOR_CONFIGS = {
'conv_1x1_as_mm': True,
'epilogue_fusion': False,
'coordinate_descent_tuning': True,
'coordinate_descent_check_all_directions': True,
'max_autotune': True,
'triton.cudagraphs': True,
}
def optimize_pipeline_(pipeline: Callable[P, Any], *args: P.args, **kwargs: P.kwargs):
@spaces.GPU(duration=1500)
def compile_transformer():
with spaces.aoti_capture(pipeline.transformer) as call:
pipeline(*args, **kwargs)
exported = torch.export.export(
mod=pipeline.transformer,
args=call.args,
kwargs=call.kwargs,
)
return spaces.aoti_compile(exported, INDUCTOR_CONFIGS)
pipeline.transformer.fuse_qkv_projections()
pipeline.transformer.set_attn_processor(FlashFusedFluxAttnProcessor3_0())
spaces.aoti_apply(compile_transformer(), pipeline.transformer)
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