#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Fri Aug 18 19:05:04 2023

@author: astral
"""

from datetime import datetime
import numpy as np
from neuropercolation import Simulate4Layers

eps_space = np.linspace(0.005,0.5,100)
#eps_space = np.linspace(0.135,0.15,4)

stp = 1000100

for batch in range(1,5):
    for dim in [7]:
        for eps in eps_space[1:41:2]:
            eps = round(eps,3)
            cons = [(n,n) for n in range(dim)]+[(n,(n+3)%7) for n in range(dim)]
            sim = Simulate4Layers(dim,
                           eps,
                           coupling=cons,
                           steps=stp,
                           draw=None,
                           res=2,
                           save='simple',
                           path=f'/cloud/Public/_data/neuropercolation/4lay/cons={len(cons)}_steps={stp}/dim={dim:02}/batch={batch}/',
                           )
            print(f'Done eps={eps:.3f} with dim={dim} at {datetime.now()}')