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Running
on
Zero
Running
on
Zero
File size: 1,118 Bytes
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import argparse
import sys
sys.path.append(".")
from base_classes import TextToImageBenchmark, TurboTextToImageBenchmark # noqa: E402
ALL_T2I_CKPTS = [
"runwayml/stable-diffusion-v1-5",
"segmind/SSD-1B",
"stabilityai/stable-diffusion-xl-base-1.0",
"kandinsky-community/kandinsky-2-2-decoder",
"warp-ai/wuerstchen",
"stabilityai/sdxl-turbo",
]
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument(
"--ckpt",
type=str,
default="runwayml/stable-diffusion-v1-5",
choices=ALL_T2I_CKPTS,
)
parser.add_argument("--batch_size", type=int, default=1)
parser.add_argument("--num_inference_steps", type=int, default=50)
parser.add_argument("--model_cpu_offload", action="store_true")
parser.add_argument("--run_compile", action="store_true")
args = parser.parse_args()
benchmark_cls = None
if "turbo" in args.ckpt:
benchmark_cls = TurboTextToImageBenchmark
else:
benchmark_cls = TextToImageBenchmark
benchmark_pipe = benchmark_cls(args)
benchmark_pipe.benchmark(args)
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