Linear Bivariate BMM with SAMBA toy models : step mixing

Contents

2.1. Linear Bivariate BMM with SAMBA toy models : step mixing#

The best way to learn Taweret is to use it. You can run, modify and experiment with this notebook on GitHub Codespaces.

This notebook shows how to use the Bayesian model mixing package Taweret for a toy problem.

Author : Dan Liyanage

Date : 11/10/2022

More about SAMBA toy models can be found in Uncertainties here, there, and everywhere: interpolating between small- and large-g expansions using Bayesian Model Mixing

import sys
import os

# You will have to change the following imports depending on where you have 
# the packages installed

# ! pip install Taweret    # if using Colab, uncomment to install

cwd = os.getcwd()

# Get the first part of this path and append to the sys.path
tw_path = cwd.split("Taweret/")[0] + "Taweret"
samba_path = tw_path + "/subpackages/SAMBA"
sys.path.append(tw_path)
sys.path.append(samba_path)

# For plotting
import matplotlib.pyplot as plt

! pip install seaborn    # comment if installed
! pip install ptemcee    # comment if installed

import seaborn as sns
sns.set_context('poster')
# To define priors. (uncoment if not using default priors)
# ! pip install bilby    # uncomment if not already installed
#import bilby

# For other operations
import numpy as np

Requirement already satisfied: seaborn in /home/runner/work/Taweret/Taweret/.tox/book/lib/python3.12/site-packages (0.13.2)
Requirement already satisfied: numpy!=1.24.0,>=1.20 in /home/runner/work/Taweret/Taweret/.tox/book/lib/python3.12/site-packages (from seaborn) (2.1.1)
Requirement already satisfied: pandas>=1.2 in /home/runner/work/Taweret/Taweret/.tox/book/lib/python3.12/site-packages (from seaborn) (2.2.2)
Requirement already satisfied: matplotlib!=3.6.1,>=3.4 in /home/runner/work/Taweret/Taweret/.tox/book/lib/python3.12/site-packages (from seaborn) (3.9.2)
Requirement already satisfied: contourpy>=1.0.1 in /home/runner/work/Taweret/Taweret/.tox/book/lib/python3.12/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (1.3.0)
Requirement already satisfied: cycler>=0.10 in /home/runner/work/Taweret/Taweret/.tox/book/lib/python3.12/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (0.12.1)
Requirement already satisfied: fonttools>=4.22.0 in /home/runner/work/Taweret/Taweret/.tox/book/lib/python3.12/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (4.53.1)
Requirement already satisfied: kiwisolver>=1.3.1 in /home/runner/work/Taweret/Taweret/.tox/book/lib/python3.12/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (1.4.7)
Requirement already satisfied: packaging>=20.0 in /home/runner/work/Taweret/Taweret/.tox/book/lib/python3.12/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (24.1)
Requirement already satisfied: pillow>=8 in /home/runner/work/Taweret/Taweret/.tox/book/lib/python3.12/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (10.4.0)
Requirement already satisfied: pyparsing>=2.3.1 in /home/runner/work/Taweret/Taweret/.tox/book/lib/python3.12/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (3.1.4)
Requirement already satisfied: python-dateutil>=2.7 in /home/runner/work/Taweret/Taweret/.tox/book/lib/python3.12/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (2.9.0.post0)
Requirement already satisfied: pytz>=2020.1 in /home/runner/work/Taweret/Taweret/.tox/book/lib/python3.12/site-packages (from pandas>=1.2->seaborn) (2024.2)
Requirement already satisfied: tzdata>=2022.7 in /home/runner/work/Taweret/Taweret/.tox/book/lib/python3.12/site-packages (from pandas>=1.2->seaborn) (2024.1)

Requirement already satisfied: six>=1.5 in /home/runner/work/Taweret/Taweret/.tox/book/lib/python3.12/site-packages (from python-dateutil>=2.7->matplotlib!=3.6.1,>=3.4->seaborn) (1.16.0)

Requirement already satisfied: ptemcee in /home/runner/work/Taweret/Taweret/.tox/book/lib/python3.12/site-packages (1.0.0)
Requirement already satisfied: numpy in /home/runner/work/Taweret/Taweret/.tox/book/lib/python3.12/site-packages (from ptemcee) (2.1.1)

2.1.1. 1. Get toy models and the pseudo-experimental data#

# Toy models from SAMBA
from Taweret.models import samba_models as toy_models

m1 = toy_models.Loworder(2, 'uninformative')
m2 = toy_models.Highorder(2, 'uninformative')
truth = toy_models.TrueModel()
exp = toy_models.Data()

g = np.linspace(0.1, 0.6, 10)
plot_g = np.linspace(0.01,1,100)
m1_prediction = m1.evaluate(plot_g)
m2_prediction = m2.evaluate(plot_g)
true_output = truth.evaluate(plot_g)
exp_data= exp.evaluate(g,error = 0.01)

fig, ax_f = plt.subplots(figsize=(10,10))
ax_f.plot(plot_g, m1_prediction[0].flatten(), label='low order')
ax_f.plot(plot_g, m2_prediction[0].flatten(), label='high order')
ax_f.plot(plot_g, true_output[0], label='truth')
ax_f.scatter(g,exp_data[0], marker='x', label='experimental data')
ax_f.set_ylim(1.2,3.2)
ax_f.legend()

<matplotlib.legend.Legend at 0x7f8b511e1640>

../../_images/97697bf62dc3f03e7eb0a64c7ca7eed26280a38b92efdc65e56033a02257a853.png

2.1.2. 2. Choose a Mixing method#

from Taweret.core.base_model import BaseModel
isinstance(m1, BaseModel)

True

# Mixing method
from Taweret.mix.bivariate_linear import BivariateLinear as BL

models= {'low_order':m1,'high_order':m2}
mix_model = BL(models_dic=models, method='step')

step mixing function has 1                   free parameter(s)
Warning : Default prior is set to {'step_0': Uniform(minimum=0, maximum=1, name='step_0', latex_label='step_0', unit=None, boundary=None)}
To change the prior use `set_prior` method

#uncoment to change the prior from the default
#priors = bilby.core.prior.PriorDict()
#priors['step_0'] = bilby.core.prior.Uniform(0, 1, name="step_0")
#mix_model.set_prior(priors)

2.1.3. 3. Train to find posterior#

y_exp = np.array(exp_data[0]).reshape(1,-1)
y_err = np.array(exp_data[1]).reshape(1,-1)
# The parameters are set to minimum values for computational ease.
# You should increase the ntemps, nwalkers and nsamples and see
# if your results are changing. If so keep increasing them
# until convergence of results. 

kwargs_for_sampler = {'sampler': 'ptemcee',
                    'ntemps': 5,
                    'nwalkers': 50,
                    'Tmax': 100,
                    'burn_in_fixed_discard': 50,
                    'nsamples': 2000,
                    'threads': 6}

result = mix_model.train(x_exp=g, y_exp=y_exp, y_err=y_err, outdir = 'outdir/samba_bivaraite', label='step_mix',
                          kwargs_for_sampler=kwargs_for_sampler)

14:45 bilby INFO    : Running for label 'step_mix', output will be saved to 'outdir/samba_bivaraite'

The following settings were                     provided for sampler 
{'sampler': 'ptemcee', 'ntemps': 5, 'nwalkers': 50, 'Tmax': 100, 'burn_in_fixed_discard': 50, 'nsamples': 2000, 'threads': 6}

14:45 bilby INFO    : Analysis priors:

14:45 bilby INFO    : step_0=Uniform(minimum=0, maximum=1, name='step_0', latex_label='step_0', unit=None, boundary=None)

14:45 bilby INFO    : Analysis likelihood class: <class 'Taweret.sampler.likelihood_wrappers.likelihood_wrapper_for_bilby'>

14:45 bilby INFO    : Analysis likelihood noise evidence: nan

14:45 bilby INFO    : Single likelihood evaluation took nan s

14:45 bilby INFO    : Using sampler Ptemcee with kwargs {'ntemps': 5, 'nwalkers': 50, 'Tmax': 100, 'betas': None, 'a': 2.0, 'adaptation_lag': 10000, 'adaptation_time': 100, 'random': None, 'adapt': False, 'swap_ratios': False}

14:45 bilby INFO    : Using convergence inputs: ConvergenceInputs(autocorr_c=5, autocorr_tol=50, autocorr_tau=1, gradient_tau=0.1, gradient_mean_log_posterior=0.1, Q_tol=1.02, safety=1, burn_in_nact=50, burn_in_fixed_discard=50, mean_logl_frac=0.01, thin_by_nact=0.5, nsamples=2000, ignore_keys_for_tau=None, min_tau=1, niterations_per_check=5)

14:45 bilby INFO    : Generating pos0 samples

14:45 bilby INFO    : Starting to sample

1|0:00:00|nc:1.2e+03|a0:0.20-1.00|swp:0.60-0.94|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

2|0:00:00|nc:2.5e+03|a0:0.30-1.00|swp:0.56-0.94|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.26ms/ev

3|0:00:00|nc:3.8e+03|a0:0.47-0.93|swp:0.57-0.95|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.26ms/ev

4|0:00:01|nc:5.0e+03|a0:0.45-0.95|swp:0.57-0.95|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

5|0:00:01|nc:6.2e+03|a0:0.48-0.96|swp:0.58-0.94|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

6|0:00:01|nc:7.5e+03|a0:0.47-0.93|swp:0.57-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

7|0:00:02|nc:8.8e+03|a0:0.49-0.91|swp:0.58-0.94|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

8|0:00:02|nc:1.0e+04|a0:0.55-0.88|swp:0.58-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

9|0:00:02|nc:1.1e+04|a0:0.58-0.87|swp:0.58-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

10|0:00:03|nc:1.2e+04|a0:0.60-0.86|swp:0.58-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

11|0:00:03|nc:1.4e+04|a0:0.62-0.85|swp:0.58-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

12|0:00:03|nc:1.5e+04|a0:0.60-0.83|swp:0.58-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

13|0:00:04|nc:1.6e+04|a0:0.62-0.83|swp:0.58-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

14|0:00:04|nc:1.8e+04|a0:0.64-0.83|swp:0.58-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

15|0:00:04|nc:1.9e+04|a0:0.64-0.83|swp:0.59-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

16|0:00:04|nc:2.0e+04|a0:0.65-0.84|swp:0.59-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

17|0:00:05|nc:2.1e+04|a0:0.64-0.85|swp:0.59-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

18|0:00:05|nc:2.2e+04|a0:0.66-0.86|swp:0.59-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

19|0:00:05|nc:2.4e+04|a0:0.66-0.84|swp:0.59-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

20|0:00:06|nc:2.5e+04|a0:0.65-0.83|swp:0.59-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

21|0:00:06|nc:2.6e+04|a0:0.66-0.83|swp:0.59-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

22|0:00:06|nc:2.8e+04|a0:0.67-0.83|swp:0.59-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

23|0:00:07|nc:2.9e+04|a0:0.67-0.83|swp:0.60-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

24|0:00:07|nc:3.0e+04|a0:0.66-0.82|swp:0.60-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

25|0:00:07|nc:3.1e+04|a0:0.66-0.82|swp:0.60-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

26|0:00:07|nc:3.2e+04|a0:0.65-0.82|swp:0.60-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

27|0:00:08|nc:3.4e+04|a0:0.66-0.82|swp:0.60-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

28|0:00:08|nc:3.5e+04|a0:0.66-0.82|swp:0.60-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

29|0:00:08|nc:3.6e+04|a0:0.67-0.81|swp:0.60-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

30|0:00:09|nc:3.8e+04|a0:0.67-0.81|swp:0.60-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

31|0:00:09|nc:3.9e+04|a0:0.66-0.81|swp:0.60-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

32|0:00:09|nc:4.0e+04|a0:0.68-0.82|swp:0.60-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

33|0:00:10|nc:4.1e+04|a0:0.67-0.82|swp:0.60-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

34|0:00:10|nc:4.2e+04|a0:0.67-0.81|swp:0.60-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

35|0:00:10|nc:4.4e+04|a0:0.67-0.82|swp:0.60-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

36|0:00:11|nc:4.5e+04|a0:0.66-0.82|swp:0.60-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

37|0:00:11|nc:4.6e+04|a0:0.66-0.82|swp:0.60-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

38|0:00:11|nc:4.8e+04|a0:0.66-0.83|swp:0.60-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

39|0:00:11|nc:4.9e+04|a0:0.67-0.82|swp:0.60-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

40|0:00:12|nc:5.0e+04|a0:0.68-0.82|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

41|0:00:12|nc:5.1e+04|a0:0.68-0.82|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

42|0:00:12|nc:5.2e+04|a0:0.68-0.82|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

43|0:00:13|nc:5.4e+04|a0:0.68-0.82|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

44|0:00:13|nc:5.5e+04|a0:0.68-0.82|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

45|0:00:13|nc:5.6e+04|a0:0.68-0.82|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

46|0:00:14|nc:5.8e+04|a0:0.68-0.81|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

47|0:00:14|nc:5.9e+04|a0:0.68-0.81|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

48|0:00:14|nc:6.0e+04|a0:0.68-0.82|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

49|0:00:15|nc:6.1e+04|a0:0.68-0.82|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

50|0:00:15|nc:6.2e+04|a0:0.68-0.81|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

51|0:00:15|nc:6.4e+04|a0:0.68-0.82|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

52|0:00:15|nc:6.5e+04|a0:0.68-0.82|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

53|0:00:16|nc:6.6e+04|a0:0.68-0.82|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

54|0:00:16|nc:6.8e+04|a0:0.69-0.82|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

55|0:00:16|nc:6.9e+04|a0:0.69-0.82|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

56|0:00:17|nc:7.0e+04|a0:0.69-0.82|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

57|0:00:17|nc:7.1e+04|a0:0.69-0.82|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

58|0:00:17|nc:7.2e+04|a0:0.69-0.82|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

59|0:00:18|nc:7.4e+04|a0:0.69-0.82|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

60|0:00:18|nc:7.5e+04|a0:0.69-0.82|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

61|0:00:18|nc:7.6e+04|a0:0.69-0.82|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

62|0:00:18|nc:7.8e+04|a0:0.69-0.81|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

63|0:00:19|nc:7.9e+04|a0:0.69-0.81|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

64|0:00:19|nc:8.0e+04|a0:0.69-0.81|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

65|0:00:19|nc:8.1e+04|a0:0.69-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

66|0:00:20|nc:8.2e+04|a0:0.69-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

67|0:00:20|nc:8.4e+04|a0:0.69-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

68|0:00:20|nc:8.5e+04|a0:0.69-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

69|0:00:21|nc:8.6e+04|a0:0.69-0.79|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

70|0:00:21|nc:8.8e+04|a0:0.69-0.79|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.26ms/ev

71|0:00:21|nc:8.9e+04|a0:0.69-0.79|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

72|0:00:22|nc:9.0e+04|a0:0.69-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

73|0:00:22|nc:9.1e+04|a0:0.69-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

74|0:00:22|nc:9.2e+04|a0:0.69-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

75|0:00:22|nc:9.4e+04|a0:0.70-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

76|0:00:23|nc:9.5e+04|a0:0.70-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

77|0:00:23|nc:9.6e+04|a0:0.70-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

78|0:00:23|nc:9.8e+04|a0:0.70-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

79|0:00:24|nc:9.9e+04|a0:0.70-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

80|0:00:24|nc:1.0e+05|a0:0.70-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

81|0:00:24|nc:1.0e+05|a0:0.70-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

82|0:00:25|nc:1.0e+05|a0:0.70-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

83|0:00:25|nc:1.0e+05|a0:0.70-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

84|0:00:25|nc:1.0e+05|a0:0.71-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

85|0:00:26|nc:1.1e+05|a0:0.71-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

86|0:00:26|nc:1.1e+05|a0:0.71-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

87|0:00:26|nc:1.1e+05|a0:0.71-0.79|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

88|0:00:26|nc:1.1e+05|a0:0.71-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

89|0:00:27|nc:1.1e+05|a0:0.71-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

90|0:00:27|nc:1.1e+05|a0:0.70-0.80|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

91|0:00:27|nc:1.1e+05|a0:0.70-0.80|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

92|0:00:28|nc:1.2e+05|a0:0.70-0.79|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

93|0:00:28|nc:1.2e+05|a0:0.70-0.79|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

94|0:00:28|nc:1.2e+05|a0:0.70-0.79|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

95|0:00:29|nc:1.2e+05|a0:0.71-0.79|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

96|0:00:29|nc:1.2e+05|a0:0.71-0.79|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

97|0:00:29|nc:1.2e+05|a0:0.71-0.79|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

98|0:00:30|nc:1.2e+05|a0:0.71-0.79|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

99|0:00:30|nc:1.2e+05|a0:0.71-0.79|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

100|0:00:30|nc:1.2e+05|a0:0.71-0.79|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

101|0:00:30|nc:1.3e+05|a0:0.71-0.79|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

102|0:00:31|nc:1.3e+05|a0:0.70-0.79|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

103|0:00:31|nc:1.3e+05|a0:0.70-0.79|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

104|0:00:31|nc:1.3e+05|a0:0.70-0.79|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

105|0:00:32|nc:1.3e+05|a0:0.70-0.79|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

106|0:00:32|nc:1.3e+05|a0:0.70-0.79|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

107|0:00:32|nc:1.3e+05|a0:0.70-0.79|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

108|0:00:33|nc:1.4e+05|a0:0.70-0.79|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

109|0:00:33|nc:1.4e+05|a0:0.70-0.79|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

110|0:00:33|nc:1.4e+05|a0:0.70-0.79|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

111|0:00:33|nc:1.4e+05|a0:0.70-0.79|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

112|0:00:34|nc:1.4e+05|a0:0.70-0.79|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

113|0:00:34|nc:1.4e+05|a0:0.70-0.79|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

114|0:00:34|nc:1.4e+05|a0:0.70-0.78|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

115|0:00:35|nc:1.4e+05|a0:0.70-0.78|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

116|0:00:35|nc:1.4e+05|a0:0.70-0.78|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

117|0:00:35|nc:1.5e+05|a0:0.70-0.78|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

118|0:00:36|nc:1.5e+05|a0:0.70-0.78|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

119|0:00:36|nc:1.5e+05|a0:0.70-0.78|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

120|0:00:36|nc:1.5e+05|a0:0.70-0.78|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

121|0:00:37|nc:1.5e+05|a0:0.70-0.78|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

122|0:00:37|nc:1.5e+05|a0:0.70-0.78|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

123|0:00:37|nc:1.5e+05|a0:0.70-0.78|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

124|0:00:37|nc:1.6e+05|a0:0.70-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

125|0:00:38|nc:1.6e+05|a0:0.70-0.78|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

126|0:00:38|nc:1.6e+05|a0:0.70-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

127|0:00:38|nc:1.6e+05|a0:0.70-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

128|0:00:39|nc:1.6e+05|a0:0.70-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

129|0:00:39|nc:1.6e+05|a0:0.70-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

130|0:00:39|nc:1.6e+05|a0:0.70-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

131|0:00:40|nc:1.6e+05|a0:0.70-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

132|0:00:40|nc:1.6e+05|a0:0.70-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

133|0:00:40|nc:1.7e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

134|0:00:41|nc:1.7e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

135|0:00:41|nc:1.7e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

136|0:00:41|nc:1.7e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

137|0:00:41|nc:1.7e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

138|0:00:42|nc:1.7e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

139|0:00:42|nc:1.7e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

140|0:00:42|nc:1.8e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

141|0:00:43|nc:1.8e+05|a0:0.71-0.78|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

142|0:00:43|nc:1.8e+05|a0:0.71-0.77|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

143|0:00:43|nc:1.8e+05|a0:0.71-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

144|0:00:44|nc:1.8e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

145|0:00:44|nc:1.8e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

146|0:00:44|nc:1.8e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

147|0:00:44|nc:1.8e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

148|0:00:45|nc:1.8e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

149|0:00:45|nc:1.9e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

150|0:00:45|nc:1.9e+05|a0:0.71-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

151|0:00:46|nc:1.9e+05|a0:0.71-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

152|0:00:46|nc:1.9e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

153|0:00:46|nc:1.9e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

154|0:00:47|nc:1.9e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

155|0:00:47|nc:1.9e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

156|0:00:47|nc:2.0e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

157|0:00:48|nc:2.0e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

158|0:00:48|nc:2.0e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

159|0:00:48|nc:2.0e+05|a0:0.71-0.78|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

160|0:00:49|nc:2.0e+05|a0:0.71-0.78|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

161|0:00:49|nc:2.0e+05|a0:0.71-0.78|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

162|0:00:49|nc:2.0e+05|a0:0.71-0.78|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

163|0:00:49|nc:2.0e+05|a0:0.71-0.78|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

164|0:00:50|nc:2.0e+05|a0:0.71-0.78|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

165|0:00:50|nc:2.1e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

166|0:00:50|nc:2.1e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

167|0:00:51|nc:2.1e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

168|0:00:51|nc:2.1e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

169|0:00:51|nc:2.1e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

170|0:00:52|nc:2.1e+05|a0:0.71-0.78|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

171|0:00:52|nc:2.1e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

172|0:00:52|nc:2.2e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

173|0:00:53|nc:2.2e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

174|0:00:53|nc:2.2e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

175|0:00:53|nc:2.2e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

176|0:00:53|nc:2.2e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

177|0:00:54|nc:2.2e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

178|0:00:54|nc:2.2e+05|a0:0.71-0.78|swp:0.61-0.92|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

179|0:00:54|nc:2.2e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

180|0:00:55|nc:2.2e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

181|0:00:55|nc:2.3e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

182|0:00:55|nc:2.3e+05|a0:0.72-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

183|0:00:56|nc:2.3e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

184|0:00:56|nc:2.3e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

185|0:00:56|nc:2.3e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

186|0:00:57|nc:2.3e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

187|0:00:57|nc:2.3e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

188|0:00:57|nc:2.4e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

189|0:00:57|nc:2.4e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

190|0:00:58|nc:2.4e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

191|0:00:58|nc:2.4e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

192|0:00:58|nc:2.4e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

193|0:00:59|nc:2.4e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

194|0:00:59|nc:2.4e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

195|0:00:59|nc:2.4e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

196|0:01:00|nc:2.4e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

197|0:01:00|nc:2.5e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

198|0:01:00|nc:2.5e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

199|0:01:01|nc:2.5e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

200|0:01:01|nc:2.5e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

201|0:01:01|nc:2.5e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

202|0:01:01|nc:2.5e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

203|0:01:02|nc:2.5e+05|a0:0.71-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

204|0:01:02|nc:2.6e+05|a0:0.72-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

205|0:01:02|nc:2.6e+05|a0:0.72-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

206|0:01:03|nc:2.6e+05|a0:0.72-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

207|0:01:03|nc:2.6e+05|a0:0.72-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

208|0:01:03|nc:2.6e+05|a0:0.72-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

209|0:01:04|nc:2.6e+05|a0:0.72-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

210|0:01:04|nc:2.6e+05|a0:0.72-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

211|0:01:04|nc:2.6e+05|a0:0.72-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

212|0:01:05|nc:2.6e+05|a0:0.72-0.78|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

213|0:01:05|nc:2.7e+05|a0:0.72-0.78|swp:0.61-0.93|n:50<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

214|0:01:05|nc:2.7e+05|a0:0.72-0.78|swp:0.61-0.93|n:100<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

215|0:01:06|nc:2.7e+05|a0:0.72-0.78|swp:0.61-0.93|n:150<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

216|0:01:06|nc:2.7e+05|a0:0.72-0.78|swp:0.61-0.93|n:200<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

217|0:01:06|nc:2.7e+05|a0:0.72-0.78|swp:0.61-0.93|n:250<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

218|0:01:06|nc:2.7e+05|a0:0.72-0.78|swp:0.61-0.93|n:300<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

219|0:01:07|nc:2.7e+05|a0:0.72-0.78|swp:0.61-0.93|n:350<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

220|0:01:07|nc:2.8e+05|a0:0.72-0.78|swp:0.61-0.93|n:400<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

221|0:01:07|nc:2.8e+05|a0:0.72-0.78|swp:0.61-0.93|n:450<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

222|0:01:08|nc:2.8e+05|a0:0.72-0.78|swp:0.61-0.93|n:500<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

223|0:01:08|nc:2.8e+05|a0:0.72-0.78|swp:0.61-0.93|n:550<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

224|0:01:08|nc:2.8e+05|a0:0.72-0.78|swp:0.61-0.93|n:600<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

225|0:01:09|nc:2.8e+05|a0:0.72-0.78|swp:0.61-0.93|n:650<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

226|0:01:09|nc:2.8e+05|a0:0.72-0.78|swp:0.61-0.93|n:700<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

227|0:01:09|nc:2.8e+05|a0:0.72-0.78|swp:0.61-0.93|n:750<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

228|0:01:10|nc:2.8e+05|a0:0.72-0.78|swp:0.61-0.93|n:800<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

229|0:01:10|nc:2.9e+05|a0:0.71-0.78|swp:0.61-0.93|n:850<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

230|0:01:10|nc:2.9e+05|a0:0.71-0.78|swp:0.61-0.93|n:900<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

231|0:01:11|nc:2.9e+05|a0:0.71-0.78|swp:0.61-0.93|n:950<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

232|0:01:11|nc:2.9e+05|a0:0.71-0.78|swp:0.61-0.93|n:1000<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

233|0:01:11|nc:2.9e+05|a0:0.71-0.78|swp:0.61-0.93|n:1050<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

234|0:01:11|nc:2.9e+05|a0:0.71-0.78|swp:0.61-0.93|n:1100<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

235|0:01:12|nc:2.9e+05|a0:0.71-0.78|swp:0.61-0.93|n:1150<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

236|0:01:12|nc:3.0e+05|a0:0.71-0.78|swp:0.61-0.93|n:1200<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

237|0:01:12|nc:3.0e+05|a0:0.71-0.78|swp:0.61-0.93|n:1250<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

238|0:01:13|nc:3.0e+05|a0:0.71-0.78|swp:0.61-0.93|n:-1200<2000|t!2(+nan,+0.00)|q:1.00|0.25ms/ev

239|0:01:13|nc:3.0e+05|a0:0.71-0.78|swp:0.61-0.93|n:-1150<2000|t!2(+nan,+0.01)|q:1.00|0.25ms/ev

240|0:01:13|nc:3.0e+05|a0:0.71-0.78|swp:0.61-0.93|n:-1100<2000|t!2(+nan,+0.00)|q:1.00|0.25ms/ev

241|0:01:14|nc:3.0e+05|a0:0.71-0.78|swp:0.61-0.93|n:-1050<2000|t!2(+nan,+0.00)|q:1.00|0.25ms/ev

242|0:01:14|nc:3.0e+05|a0:0.71-0.78|swp:0.61-0.93|n:-1000<2000|t!2(+nan,+0.00)|q:1.00|0.25ms/ev

243|0:01:14|nc:3.0e+05|a0:0.71-0.78|swp:0.61-0.93|n:-950<2000|t!2(+nan,+0.00)|q:1.00|0.25ms/ev

244|0:01:15|nc:3.0e+05|a0:0.71-0.78|swp:0.61-0.93|n:-900<2000|t!2(+nan,+0.00)|q:1.00|0.25ms/ev

245|0:01:15|nc:3.1e+05|a0:0.71-0.78|swp:0.61-0.93|n:1650<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

246|0:01:15|nc:3.1e+05|a0:0.71-0.78|swp:0.61-0.93|n:1700<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

247|0:01:16|nc:3.1e+05|a0:0.71-0.78|swp:0.61-0.93|n:1750<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

248|0:01:16|nc:3.1e+05|a0:0.71-0.78|swp:0.61-0.93|n:1800<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

249|0:01:16|nc:3.1e+05|a0:0.71-0.78|swp:0.61-0.93|n:1850<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

250|0:01:17|nc:3.1e+05|a0:0.71-0.78|swp:0.61-0.93|n:1900<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

251|0:01:17|nc:3.1e+05|a0:0.71-0.78|swp:0.61-0.93|n:1950<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

252|0:01:17|nc:3.2e+05|a0:0.72-0.78|swp:0.61-0.93|n:2000<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

253|0:01:17|nc:3.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:-450<2000|t!2(+nan,+0.00)|q:1.00|0.25ms/ev

254|0:01:18|nc:3.2e+05|a0:0.71-0.77|swp:0.61-0.93|n:2100<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

255|0:01:18|nc:3.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:-350<2000|t!2(+nan,+0.00)|q:1.00|0.25ms/ev

256|0:01:18|nc:3.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:-300<2000|t!2(+nan,+0.00)|q:1.00|0.25ms/ev

257|0:01:19|nc:3.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:-250<2000|t!2(+nan,+0.00)|q:1.00|0.25ms/ev

258|0:01:19|nc:3.2e+05|a0:0.71-0.77|swp:0.61-0.93|n:-200<2000|t!2(+nan,+0.00)|q:1.00|0.25ms/ev

259|0:01:19|nc:3.2e+05|a0:0.71-0.77|swp:0.61-0.93|n:-150<2000|t!2(+nan,+0.01)|q:1.00|0.25ms/ev

260|0:01:20|nc:3.2e+05|a0:0.71-0.77|swp:0.61-0.93|n:-100<2000|t!2(+nan,+0.01)|q:1.00|0.25ms/ev

261|0:01:20|nc:3.3e+05|a0:0.71-0.77|swp:0.61-0.93|n:-50<2000|t!2(+nan,+0.01)|q:1.00|0.25ms/ev

262|0:01:20|nc:3.3e+05|a0:0.71-0.77|swp:0.61-0.93|n:2500<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

263|0:01:21|nc:3.3e+05|a0:0.72-0.77|swp:0.61-0.93|n:2550<2000|t!1(+nan,+0.01)|q:1.00|0.26ms/ev

264|0:01:21|nc:3.3e+05|a0:0.72-0.77|swp:0.61-0.93|n:2600<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

265|0:01:21|nc:3.3e+05|a0:0.72-0.77|swp:0.61-0.93|n:2650<2000|t!1(+nan,+0.00)|q:1.00|0.26ms/ev

266|0:01:22|nc:3.3e+05|a0:0.72-0.77|swp:0.61-0.93|n:2700<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

267|0:01:22|nc:3.3e+05|a0:0.72-0.77|swp:0.61-0.93|n:2750<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

268|0:01:22|nc:3.4e+05|a0:0.72-0.77|swp:0.61-0.93|n:2800<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

269|0:01:22|nc:3.4e+05|a0:0.72-0.77|swp:0.61-0.93|n:2850<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

270|0:01:23|nc:3.4e+05|a0:0.72-0.77|swp:0.61-0.93|n:2900<2000|t!1(+nan,+0.01)|q:1.00|0.26ms/ev

271|0:01:23|nc:3.4e+05|a0:0.72-0.77|swp:0.61-0.93|n:2950<2000|t!1(+nan,+0.01)|q:1.00|0.26ms/ev

272|0:01:23|nc:3.4e+05|a0:0.72-0.77|swp:0.61-0.93|n:3000<2000|t!1(+nan,+0.01)|q:1.00|0.26ms/ev

273|0:01:24|nc:3.4e+05|a0:0.72-0.77|swp:0.61-0.93|n:3050<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

274|0:01:24|nc:3.4e+05|a0:0.72-0.77|swp:0.61-0.93|n:3100<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

275|0:01:24|nc:3.4e+05|a0:0.72-0.77|swp:0.61-0.93|n:3150<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

276|0:01:25|nc:3.4e+05|a0:0.72-0.77|swp:0.61-0.93|n:3200<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

277|0:01:25|nc:3.5e+05|a0:0.72-0.77|swp:0.61-0.93|n:3250<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

278|0:01:25|nc:3.5e+05|a0:0.72-0.77|swp:0.61-0.93|n:3300<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

279|0:01:26|nc:3.5e+05|a0:0.72-0.77|swp:0.61-0.93|n:3350<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

280|0:01:26|nc:3.5e+05|a0:0.71-0.77|swp:0.61-0.93|n:3400<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

281|0:01:26|nc:3.5e+05|a0:0.71-0.77|swp:0.61-0.93|n:3450<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

282|0:01:27|nc:3.5e+05|a0:0.71-0.77|swp:0.61-0.93|n:3500<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

283|0:01:27|nc:3.5e+05|a0:0.72-0.77|swp:0.61-0.93|n:1050<2000|t!2(+nan,+0.00)|q:1.00|0.25ms/ev

284|0:01:27|nc:3.6e+05|a0:0.72-0.77|swp:0.61-0.93|n:3600<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

285|0:01:28|nc:3.6e+05|a0:0.72-0.77|swp:0.61-0.93|n:3650<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

286|0:01:28|nc:3.6e+05|a0:0.72-0.77|swp:0.61-0.93|n:3700<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

287|0:01:28|nc:3.6e+05|a0:0.72-0.77|swp:0.61-0.93|n:3750<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

288|0:01:28|nc:3.6e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

289|0:01:29|nc:3.6e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

290|0:01:29|nc:3.6e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

291|0:01:29|nc:3.6e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

292|0:01:30|nc:3.6e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

293|0:01:30|nc:3.7e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

294|0:01:30|nc:3.7e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

295|0:01:31|nc:3.7e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

296|0:01:31|nc:3.7e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

297|0:01:31|nc:3.7e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

298|0:01:32|nc:3.7e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

299|0:01:32|nc:3.7e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

300|0:01:32|nc:3.8e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

301|0:01:33|nc:3.8e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

302|0:01:33|nc:3.8e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

303|0:01:33|nc:3.8e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

304|0:01:33|nc:3.8e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

305|0:01:34|nc:3.8e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

306|0:01:34|nc:3.8e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

307|0:01:34|nc:3.8e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

308|0:01:35|nc:3.8e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

309|0:01:35|nc:3.9e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

310|0:01:35|nc:3.9e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

311|0:01:36|nc:3.9e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

312|0:01:36|nc:3.9e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

313|0:01:36|nc:3.9e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

314|0:01:37|nc:3.9e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

315|0:01:37|nc:3.9e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

316|0:01:37|nc:4.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

317|0:01:37|nc:4.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

318|0:01:38|nc:4.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

319|0:01:38|nc:4.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

320|0:01:38|nc:4.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

321|0:01:39|nc:4.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

322|0:01:39|nc:4.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

323|0:01:39|nc:4.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

324|0:01:40|nc:4.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

325|0:01:40|nc:4.1e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

326|0:01:40|nc:4.1e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

327|0:01:40|nc:4.1e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

328|0:01:41|nc:4.1e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

329|0:01:41|nc:4.1e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

330|0:01:41|nc:4.1e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

331|0:01:42|nc:4.1e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

332|0:01:42|nc:4.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

333|0:01:42|nc:4.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

334|0:01:43|nc:4.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

335|0:01:43|nc:4.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

336|0:01:43|nc:4.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

337|0:01:44|nc:4.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:50<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

338|0:01:44|nc:4.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:100<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

339|0:01:44|nc:4.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

340|0:01:44|nc:4.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.26ms/ev

341|0:01:45|nc:4.3e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.26ms/ev

342|0:01:45|nc:4.3e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.26ms/ev

343|0:01:45|nc:4.3e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

344|0:01:46|nc:4.3e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

345|0:01:46|nc:4.3e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

346|0:01:46|nc:4.3e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

347|0:01:47|nc:4.3e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

348|0:01:47|nc:4.4e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

349|0:01:47|nc:4.4e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

350|0:01:48|nc:4.4e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

351|0:01:48|nc:4.4e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

352|0:01:48|nc:4.4e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

353|0:01:49|nc:4.4e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

354|0:01:49|nc:4.4e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

355|0:01:49|nc:4.4e+05|a0:0.73-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

356|0:01:49|nc:4.4e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

357|0:01:50|nc:4.5e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

358|0:01:50|nc:4.5e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

359|0:01:50|nc:4.5e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

360|0:01:51|nc:4.5e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

361|0:01:51|nc:4.5e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

362|0:01:51|nc:4.5e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

363|0:01:52|nc:4.5e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

364|0:01:52|nc:4.6e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

365|0:01:52|nc:4.6e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

366|0:01:52|nc:4.6e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

367|0:01:53|nc:4.6e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

368|0:01:53|nc:4.6e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

369|0:01:53|nc:4.6e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

370|0:01:54|nc:4.6e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

371|0:01:54|nc:4.6e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

372|0:01:54|nc:4.6e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

373|0:01:55|nc:4.7e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

374|0:01:55|nc:4.7e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

375|0:01:55|nc:4.7e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

376|0:01:56|nc:4.7e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

377|0:01:56|nc:4.7e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

378|0:01:56|nc:4.7e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

379|0:01:56|nc:4.7e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

380|0:01:57|nc:4.8e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

381|0:01:57|nc:4.8e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

382|0:01:57|nc:4.8e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

383|0:01:58|nc:4.8e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

384|0:01:58|nc:4.8e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

385|0:01:58|nc:4.8e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

386|0:01:59|nc:4.8e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

387|0:01:59|nc:4.8e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

388|0:01:59|nc:4.8e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

389|0:02:00|nc:4.9e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

390|0:02:00|nc:4.9e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

391|0:02:00|nc:4.9e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

392|0:02:00|nc:4.9e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

393|0:02:01|nc:4.9e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

394|0:02:01|nc:4.9e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

395|0:02:01|nc:4.9e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

396|0:02:02|nc:5.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

397|0:02:02|nc:5.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

398|0:02:02|nc:5.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

399|0:02:03|nc:5.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

400|0:02:03|nc:5.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

401|0:02:03|nc:5.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:50<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

402|0:02:04|nc:5.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:100<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

403|0:02:04|nc:5.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:150<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

404|0:02:04|nc:5.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:200<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

405|0:02:04|nc:5.1e+05|a0:0.72-0.77|swp:0.61-0.93|n:250<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

406|0:02:05|nc:5.1e+05|a0:0.72-0.77|swp:0.61-0.93|n:300<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

407|0:02:05|nc:5.1e+05|a0:0.72-0.77|swp:0.61-0.93|n:350<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

408|0:02:05|nc:5.1e+05|a0:0.72-0.77|swp:0.61-0.93|n:400<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

409|0:02:06|nc:5.1e+05|a0:0.73-0.77|swp:0.61-0.93|n:450<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

410|0:02:06|nc:5.1e+05|a0:0.73-0.77|swp:0.61-0.93|n:500<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

411|0:02:06|nc:5.1e+05|a0:0.73-0.77|swp:0.61-0.93|n:550<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

412|0:02:07|nc:5.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:600<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

413|0:02:07|nc:5.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:650<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

414|0:02:07|nc:5.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:700<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

415|0:02:08|nc:5.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:750<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

416|0:02:08|nc:5.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

417|0:02:08|nc:5.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

418|0:02:09|nc:5.2e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

419|0:02:09|nc:5.2e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

420|0:02:09|nc:5.2e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

421|0:02:09|nc:5.3e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

422|0:02:10|nc:5.3e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

423|0:02:10|nc:5.3e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

424|0:02:10|nc:5.3e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

425|0:02:11|nc:5.3e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

426|0:02:11|nc:5.3e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

427|0:02:11|nc:5.3e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

428|0:02:12|nc:5.4e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

429|0:02:12|nc:5.4e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

430|0:02:12|nc:5.4e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

431|0:02:12|nc:5.4e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

432|0:02:13|nc:5.4e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

433|0:02:13|nc:5.4e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

434|0:02:13|nc:5.4e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

435|0:02:14|nc:5.4e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

436|0:02:14|nc:5.4e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

437|0:02:14|nc:5.5e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

438|0:02:15|nc:5.5e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

439|0:02:15|nc:5.5e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

440|0:02:15|nc:5.5e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

441|0:02:16|nc:5.5e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

442|0:02:16|nc:5.5e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

443|0:02:16|nc:5.5e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

444|0:02:16|nc:5.6e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

445|0:02:17|nc:5.6e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

446|0:02:17|nc:5.6e+05|a0:0.72-0.77|swp:0.61-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

447|0:02:17|nc:5.6e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

448|0:02:18|nc:5.6e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

449|0:02:18|nc:5.6e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

450|0:02:18|nc:5.6e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

451|0:02:19|nc:5.6e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

452|0:02:19|nc:5.6e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

453|0:02:19|nc:5.7e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

454|0:02:20|nc:5.7e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

455|0:02:20|nc:5.7e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

456|0:02:20|nc:5.7e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

457|0:02:21|nc:5.7e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

458|0:02:21|nc:5.7e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

459|0:02:21|nc:5.7e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

460|0:02:21|nc:5.8e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

461|0:02:22|nc:5.8e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

462|0:02:22|nc:5.8e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

463|0:02:22|nc:5.8e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.24ms/ev

464|0:02:23|nc:5.8e+05|a0:0.72-0.77|swp:0.62-0.93|n:nan<2000|t!nan(+nan,+nan)|q:inf|0.25ms/ev

465|0:02:23|nc:5.8e+05|a0:0.72-0.77|swp:0.62-0.93|n:50<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

466|0:02:23|nc:5.8e+05|a0:0.72-0.77|swp:0.62-0.93|n:100<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

467|0:02:24|nc:5.8e+05|a0:0.72-0.77|swp:0.62-0.93|n:150<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

468|0:02:24|nc:5.8e+05|a0:0.72-0.77|swp:0.62-0.93|n:200<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

469|0:02:24|nc:5.9e+05|a0:0.72-0.77|swp:0.62-0.93|n:250<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

470|0:02:25|nc:5.9e+05|a0:0.72-0.77|swp:0.62-0.93|n:300<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

471|0:02:25|nc:5.9e+05|a0:0.72-0.77|swp:0.61-0.93|n:350<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

472|0:02:25|nc:5.9e+05|a0:0.72-0.77|swp:0.61-0.93|n:400<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

473|0:02:25|nc:5.9e+05|a0:0.72-0.77|swp:0.61-0.93|n:450<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

474|0:02:26|nc:5.9e+05|a0:0.72-0.77|swp:0.61-0.93|n:500<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

475|0:02:26|nc:5.9e+05|a0:0.72-0.77|swp:0.61-0.93|n:550<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

476|0:02:26|nc:6.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:600<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

477|0:02:27|nc:6.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:650<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

478|0:02:27|nc:6.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:700<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

479|0:02:27|nc:6.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:750<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

480|0:02:28|nc:6.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:800<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

481|0:02:28|nc:6.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:850<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

482|0:02:28|nc:6.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:900<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

483|0:02:29|nc:6.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:950<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

484|0:02:29|nc:6.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:1000<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

485|0:02:29|nc:6.1e+05|a0:0.72-0.77|swp:0.61-0.93|n:1050<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

486|0:02:30|nc:6.1e+05|a0:0.72-0.77|swp:0.61-0.93|n:1100<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

487|0:02:30|nc:6.1e+05|a0:0.72-0.77|swp:0.61-0.93|n:1150<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

488|0:02:30|nc:6.1e+05|a0:0.72-0.77|swp:0.61-0.93|n:1200<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

489|0:02:30|nc:6.1e+05|a0:0.72-0.77|swp:0.61-0.93|n:1250<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

490|0:02:31|nc:6.1e+05|a0:0.72-0.77|swp:0.61-0.93|n:1300<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

491|0:02:31|nc:6.1e+05|a0:0.72-0.77|swp:0.61-0.93|n:1350<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

492|0:02:31|nc:6.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:1400<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

493|0:02:32|nc:6.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:1450<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

494|0:02:32|nc:6.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:1500<2000|t!1(+nan,+0.00)|q:1.00|0.24ms/ev

495|0:02:32|nc:6.2e+05|a0:0.72-0.77|swp:0.62-0.93|n:1550<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

496|0:02:33|nc:6.2e+05|a0:0.72-0.77|swp:0.62-0.93|n:1600<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

497|0:02:33|nc:6.2e+05|a0:0.72-0.77|swp:0.62-0.93|n:1650<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

498|0:02:33|nc:6.2e+05|a0:0.72-0.77|swp:0.62-0.93|n:1700<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

499|0:02:34|nc:6.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:1750<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

500|0:02:34|nc:6.2e+05|a0:0.72-0.77|swp:0.61-0.93|n:1800<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

501|0:02:34|nc:6.3e+05|a0:0.72-0.77|swp:0.62-0.93|n:1850<2000|t!1(+nan,+0.01)|q:1.00|0.26ms/ev

502|0:02:35|nc:6.3e+05|a0:0.72-0.77|swp:0.61-0.93|n:1900<2000|t!1(+nan,+0.01)|q:1.00|0.26ms/ev

503|0:02:35|nc:6.3e+05|a0:0.72-0.77|swp:0.62-0.93|n:1950<2000|t!1(+nan,+0.01)|q:1.00|0.26ms/ev

504|0:02:35|nc:6.3e+05|a0:0.72-0.77|swp:0.62-0.93|n:2000<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

505|0:02:35|nc:6.3e+05|a0:0.72-0.77|swp:0.62-0.93|n:2050<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

506|0:02:36|nc:6.3e+05|a0:0.72-0.77|swp:0.62-0.93|n:2100<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

507|0:02:36|nc:6.3e+05|a0:0.72-0.77|swp:0.62-0.93|n:2150<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

508|0:02:36|nc:6.4e+05|a0:0.72-0.77|swp:0.62-0.93|n:2200<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

509|0:02:37|nc:6.4e+05|a0:0.72-0.77|swp:0.62-0.93|n:2250<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

510|0:02:37|nc:6.4e+05|a0:0.72-0.77|swp:0.62-0.93|n:2300<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

511|0:02:37|nc:6.4e+05|a0:0.72-0.77|swp:0.62-0.93|n:2350<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

512|0:02:38|nc:6.4e+05|a0:0.72-0.77|swp:0.62-0.93|n:2400<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

513|0:02:38|nc:6.4e+05|a0:0.72-0.77|swp:0.62-0.93|n:2450<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

514|0:02:38|nc:6.4e+05|a0:0.72-0.77|swp:0.62-0.93|n:2500<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

515|0:02:39|nc:6.4e+05|a0:0.72-0.77|swp:0.62-0.93|n:2550<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

516|0:02:39|nc:6.4e+05|a0:0.72-0.77|swp:0.62-0.93|n:2600<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

517|0:02:39|nc:6.5e+05|a0:0.72-0.77|swp:0.62-0.93|n:2650<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

518|0:02:40|nc:6.5e+05|a0:0.72-0.77|swp:0.62-0.93|n:2700<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

519|0:02:40|nc:6.5e+05|a0:0.72-0.77|swp:0.62-0.93|n:2750<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

520|0:02:40|nc:6.5e+05|a0:0.72-0.77|swp:0.62-0.93|n:2800<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

521|0:02:40|nc:6.5e+05|a0:0.72-0.77|swp:0.62-0.93|n:2850<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

522|0:02:41|nc:6.5e+05|a0:0.72-0.77|swp:0.62-0.93|n:2900<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

523|0:02:41|nc:6.5e+05|a0:0.73-0.77|swp:0.62-0.93|n:2950<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

524|0:02:41|nc:6.6e+05|a0:0.73-0.77|swp:0.62-0.93|n:3000<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

525|0:02:42|nc:6.6e+05|a0:0.73-0.77|swp:0.62-0.93|n:3050<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

526|0:02:42|nc:6.6e+05|a0:0.73-0.77|swp:0.62-0.93|n:3100<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

527|0:02:42|nc:6.6e+05|a0:0.73-0.77|swp:0.62-0.93|n:3150<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

528|0:02:43|nc:6.6e+05|a0:0.73-0.77|swp:0.62-0.93|n:3200<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

529|0:02:43|nc:6.6e+05|a0:0.73-0.77|swp:0.62-0.93|n:3250<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

530|0:02:43|nc:6.6e+05|a0:0.73-0.77|swp:0.62-0.93|n:3300<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

531|0:02:44|nc:6.6e+05|a0:0.73-0.77|swp:0.62-0.93|n:3350<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

532|0:02:44|nc:6.6e+05|a0:0.72-0.77|swp:0.62-0.93|n:3400<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

533|0:02:44|nc:6.7e+05|a0:0.72-0.77|swp:0.62-0.93|n:3450<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

534|0:02:45|nc:6.7e+05|a0:0.73-0.77|swp:0.62-0.93|n:3500<2000|t!1(+nan,+0.00)|q:1.00|0.24ms/ev

535|0:02:45|nc:6.7e+05|a0:0.72-0.77|swp:0.62-0.93|n:3550<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

536|0:02:45|nc:6.7e+05|a0:0.72-0.77|swp:0.62-0.93|n:3600<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

537|0:02:45|nc:6.7e+05|a0:0.72-0.77|swp:0.62-0.93|n:3650<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

538|0:02:46|nc:6.7e+05|a0:0.72-0.77|swp:0.62-0.93|n:3700<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

539|0:02:46|nc:6.7e+05|a0:0.72-0.77|swp:0.62-0.93|n:3750<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

540|0:02:46|nc:6.8e+05|a0:0.72-0.77|swp:0.62-0.93|n:3800<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

541|0:02:47|nc:6.8e+05|a0:0.72-0.77|swp:0.62-0.93|n:3850<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

542|0:02:47|nc:6.8e+05|a0:0.72-0.77|swp:0.62-0.93|n:3900<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

543|0:02:47|nc:6.8e+05|a0:0.72-0.77|swp:0.62-0.93|n:3950<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

544|0:02:48|nc:6.8e+05|a0:0.72-0.77|swp:0.62-0.93|n:4000<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

545|0:02:48|nc:6.8e+05|a0:0.72-0.77|swp:0.62-0.93|n:4050<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

546|0:02:48|nc:6.8e+05|a0:0.72-0.77|swp:0.62-0.93|n:4100<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

547|0:02:49|nc:6.8e+05|a0:0.72-0.77|swp:0.62-0.93|n:4150<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

548|0:02:49|nc:6.8e+05|a0:0.72-0.77|swp:0.62-0.93|n:4200<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

549|0:02:49|nc:6.9e+05|a0:0.72-0.77|swp:0.62-0.93|n:4250<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

550|0:02:50|nc:6.9e+05|a0:0.72-0.77|swp:0.62-0.93|n:4300<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

551|0:02:50|nc:6.9e+05|a0:0.72-0.77|swp:0.62-0.93|n:4350<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

552|0:02:50|nc:6.9e+05|a0:0.72-0.77|swp:0.62-0.93|n:4400<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

553|0:02:50|nc:6.9e+05|a0:0.72-0.77|swp:0.62-0.93|n:4450<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

554|0:02:51|nc:6.9e+05|a0:0.72-0.77|swp:0.62-0.93|n:4500<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

555|0:02:51|nc:6.9e+05|a0:0.72-0.77|swp:0.62-0.93|n:4550<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

556|0:02:51|nc:7.0e+05|a0:0.72-0.77|swp:0.62-0.93|n:4600<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

557|0:02:52|nc:7.0e+05|a0:0.72-0.77|swp:0.62-0.93|n:4650<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

558|0:02:52|nc:7.0e+05|a0:0.72-0.77|swp:0.62-0.93|n:4700<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

559|0:02:52|nc:7.0e+05|a0:0.72-0.77|swp:0.62-0.93|n:4750<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

560|0:02:53|nc:7.0e+05|a0:0.72-0.77|swp:0.62-0.93|n:4800<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

561|0:02:53|nc:7.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:4850<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

562|0:02:53|nc:7.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:4900<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

563|0:02:54|nc:7.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:4950<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

564|0:02:54|nc:7.0e+05|a0:0.72-0.77|swp:0.61-0.93|n:5000<2000|t!1(+nan,+0.01)|q:1.00|0.25ms/ev

565|0:02:54|nc:7.1e+05|a0:0.72-0.77|swp:0.61-0.93|n:5050<2000|t!1(+nan,+0.00)|q:1.00|0.25ms/ev

566|0:02:55|nc:7.1e+05|a0:0.72-0.77|swp:0.61-0.93|n:5100<2000|t=1(+0.00,+0.01)|q:1.00|0.25ms/ev

14:48 bilby INFO    : Finished sampling

14:48 bilby INFO    : Writing checkpoint and diagnostics

14:48 bilby INFO    : Finished writing checkpoint

14:48 bilby INFO    : Walkers plot failed with exception cannot unpack non-iterable Axes object

14:48 bilby INFO    : Sampling time: 0:02:55.037689

14:48 bilby INFO    : Summary of results:
nsamples: 5100
ln_noise_evidence:    nan
ln_evidence:  3.542 +/-  1.241
ln_bayes_factor:    nan +/-  1.241

../../_images/0299a3e3bab9b68ae2c3ffdfc95502f96b9126a6ce8a6b163d2173861d585ec1.png

# Posterior of the mixing parameters. 
result.plot_corner()

../../_images/afc138adc65400b3cb5382c351ba3b1e55ed222f9c73a923b7ef75d9ddacfdba.png

2.1.4. 4. Predictions#

_,mean_prior,CI_prior, _ = mix_model.prior_predict(plot_g, CI=[5,20,80,95])
_,mean,CI, _ = mix_model.predict(plot_g, CI=[5,20,80,95])

(10000, 1)
using provided samples instead of posterior

per5, per20, per80, per95 = CI
prior5, prior20, prior80, prior95 = CI_prior

# Map value prediction for the step mixing function parameter
map_prediction = mix_model.evaluate(mix_model.map, plot_g)

%matplotlib inline
sns.set_context('poster')
fig, ax = plt.subplots(figsize=(10,10))
ax.plot(plot_g, mean.flatten(), label='posterior mean')
ax.fill_between(plot_g,per5.flatten(),per95.flatten(),color=sns.color_palette()[4], alpha=0.2, label='90% C.I.')
ax.fill_between(plot_g,per20.flatten(),per80.flatten(), color=sns.color_palette()[4], alpha=0.3, label='60% C.I.')
ax.fill_between(plot_g,prior20.flatten(),prior80.flatten(),color=sns.color_palette()[2], alpha=0.2, label='60% C.I. Prior')
ax.scatter(g,exp_data[0], marker='x', label='experimental data')
ax.plot(plot_g, mean_prior.flatten(), label='prior mean')
ax.plot(plot_g, map_prediction.flatten(), label='MAP prediction')
ax.set_ybound(1,3)
ax.legend()

<matplotlib.legend.Legend at 0x7f8b62f17c20>

../../_images/1507b7cf59c394b92921a501b836459f2dbdd87acad790de3cac5d890022336d.png