utils/pipeline_utils.py [129:137]:
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        swap_conv2d_1x1_to_linear(pipe.vae, conv_filter_fn)

        if compile_mode == "max-autotune" and change_comp_config:
            torch._inductor.config.conv_1x1_as_mm = True
            torch._inductor.config.coordinate_descent_tuning = True
            torch._inductor.config.epilogue_fusion = False
            torch._inductor.config.coordinate_descent_check_all_directions = True

        if do_quant:
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utils/pipeline_utils_pixart.py [110:118]:
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        swap_conv2d_1x1_to_linear(pipe.vae, conv_filter_fn)

        if compile_mode == "max-autotune" and change_comp_config:
            torch._inductor.config.conv_1x1_as_mm = True
            torch._inductor.config.coordinate_descent_tuning = True
            torch._inductor.config.epilogue_fusion = False
            torch._inductor.config.coordinate_descent_check_all_directions = True

        if do_quant:
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