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Full GPU Utilization

pull/768/head
KRSHH 2024-11-07 10:41:00 +05:30 committed by GitHub
parent 0187936c18
commit 4aadfdf2ca
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1 changed files with 5 additions and 5 deletions
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10
modules/processors/frame/face_swapper.py
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@ -58,17 +58,17 @@ def get_face_swapper() -> Any:
FACE_SWAPPER = insightface.model_zoo.get_model( FACE_SWAPPER = insightface.model_zoo.get_model(
model_path, providers=modules.globals.execution_providers model_path, providers=modules.globals.execution_providers
) )
# Set optimal inference parameters # Set optimal inference parameters for maximum VRAM usage
if hasattr(FACE_SWAPPER, "session"): if hasattr(FACE_SWAPPER, "session"):
FACE_SWAPPER.session.set_providers(["CUDAExecutionProvider"]) FACE_SWAPPER.session.set_providers(["CUDAExecutionProvider"])
FACE_SWAPPER.session.set_provider_options( FACE_SWAPPER.session.set_provider_options(
{ {
"CUDAExecutionProvider": { "CUDAExecutionProvider": {
"cuda_mem_limit": 2 * 1024 * 1024 * 1024, # 2GB VRAM limit "arena_extend_strategy": "kSameAsRequested", # More aggressive memory allocation
"arena_extend_strategy": "kNextPowerOfTwo", "cudnn_conv_algo_search": "EXHAUSTIVE", # Try all possible algorithms
"gpu_mem_limit": 2 * 1024 * 1024 * 1024,
"cudnn_conv_algo_search": "EXHAUSTIVE",
"do_copy_in_default_stream": True, "do_copy_in_default_stream": True,
"gpu_mem_limit": 0,
"cuda_mem_limit": 0,
} }
} }
) )