Avoid loop import

from typing import Any, Dict, List

import modules.sd_hijack

from modules import devices, prompt_parser, masking, sd_samplers, lowvram, generation_parameters_copypaste, extra_networks, sd_vae_approx, scripts, sd_samplers_common, sd_samplers_kdiffusion

from modules import devices, prompt_parser, masking, sd_samplers, lowvram, generation_parameters_copypaste, extra_networks, sd_vae_approx, scripts, sd_samplers_common

from modules.sd_hijack import model_hijack

from modules.shared import opts, cmd_opts, state

import modules.shared as shared

    if uses_ensd:

        uses_ensd = sd_samplers_common.is_sampler_using_eta_noise_seed_delta(p)

    # avoid loop import

    from modules import sd_samplers_kdiffusion

    use_custom_k_sched = p.enable_custom_k_sched and p.sampler_name in sd_samplers_kdiffusion.k_diffusion_samplers_map

    generation_params = {