diff --git a/comfy/cli_args.py b/comfy/cli_args.py index de3e85c08..72eeaea9a 100644 --- a/comfy/cli_args.py +++ b/comfy/cli_args.py @@ -143,6 +143,7 @@ class PerformanceFeature(enum.Enum): Fp16Accumulation = "fp16_accumulation" Fp8MatrixMultiplication = "fp8_matrix_mult" CublasOps = "cublas_ops" + AutoTune = "autotune" parser.add_argument("--fast", nargs="*", type=PerformanceFeature, help="Enable some untested and potentially quality deteriorating optimizations. --fast with no arguments enables everything. You can pass a list specific optimizations if you only want to enable specific ones. Current valid optimizations: fp16_accumulation fp8_matrix_mult cublas_ops") diff --git a/comfy/ops.py b/comfy/ops.py index 18e7db705..55e958adb 100644 --- a/comfy/ops.py +++ b/comfy/ops.py @@ -52,6 +52,9 @@ except (ModuleNotFoundError, TypeError): cast_to = comfy.model_management.cast_to #TODO: remove once no more references +if torch.cuda.is_available() and torch.backends.cudnn.is_available() and PerformanceFeature.AutoTune in args.fast: + torch.backends.cudnn.benchmark = True + def cast_to_input(weight, input, non_blocking=False, copy=True): return comfy.model_management.cast_to(weight, input.dtype, input.device, non_blocking=non_blocking, copy=copy)