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import argparse |
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import sys |
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sys.path.append(".") |
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from base_classes import IPAdapterTextToImageBenchmark |
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IP_ADAPTER_CKPTS = { |
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"runwayml/stable-diffusion-v1-5": ("h94/IP-Adapter", "ip-adapter_sd15.bin"), |
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"stabilityai/stable-diffusion-xl-base-1.0": ("h94/IP-Adapter", "ip-adapter_sdxl.bin"), |
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} |
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if __name__ == "__main__": |
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parser = argparse.ArgumentParser() |
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parser.add_argument( |
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"--ckpt", |
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type=str, |
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default="runwayml/stable-diffusion-v1-5", |
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choices=list(IP_ADAPTER_CKPTS.keys()), |
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) |
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parser.add_argument("--batch_size", type=int, default=1) |
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parser.add_argument("--num_inference_steps", type=int, default=50) |
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parser.add_argument("--model_cpu_offload", action="store_true") |
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parser.add_argument("--run_compile", action="store_true") |
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args = parser.parse_args() |
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args.ip_adapter_id = IP_ADAPTER_CKPTS[args.ckpt] |
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benchmark_pipe = IPAdapterTextToImageBenchmark(args) |
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args.ckpt = f"{args.ckpt} (IP-Adapter)" |
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benchmark_pipe.benchmark(args) |
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