#!/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 Simulate2Layers, Simulate4Layers

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

for dim in [8]:
    for eps in eps_space:
        eps = round(eps,3)
        sim = Simulate4Layers(dim,
                       eps,
                       steps=100100,
                       draw=None,
                       save='all',
                       path=f'/cloud/Public/_data/neuropercolation/4lay/steps=100100/dim={dim:02}/',
                       )
        print(f'Done eps={eps:.3f} with dim={dim} at {datetime.now()}')
    
    for eps in eps_space:
        eps = round(eps,3)
        sim = Simulate2Layers(dim,
                       eps,
                       steps=100100,
                       draw=None,
                       save='all',
                       path=f'/cloud/Public/_data/neuropercolation/2lay/steps=100100/dim={dim:02}/',
                       )
        print(f'Done eps={eps:.3f} with dim={dim} at {datetime.now()}')