-------------- SAMPLER ----------

1: euler

2: euler_ancestral

3: heun

4: dpm_2

5: lms

6: dpmpp_2s_ancestral

7: dpmpp_sde

8: dpmpp_2m_sde_gpu

9: dpmpp_3m_sde_gpu

10: ddpm

11: deis

12: res_multistep

13: ddim

14: res_6s_sde

15: res_2m_sde

-------------- SHEDULER ---------

1. simple

2. sgm_uniform

3. karras

4. exponential

5. ddim_uniform

6. beta

7. normal

8. linear_quadratic

9. kl_optimal

10. sigmoid_offset

11. beta57

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clipskip = 2