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"test/wrapper/test_wrapper_layout.cpp" did not exist on "b268f273de0d60d8c385e1e88d3b1cfaa18f3d85"
Unverified Commit 9e7baa6e authored by Farhad Ramezanghorbani's avatar Farhad Ramezanghorbani Committed by GitHub
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Download Built-in model parameters from ASE_ANI (#481) 

* download resources from ASE_ANI

* update gitignore

* get resources with request

* fix flke8

* rm svn checkout for resources

* update

* fix flake8
parent e08bb3d5
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.gitignore
View file @ 9e7baa6e
...@@ -30,6 +30,9 @@ dist ...@@ -30,6 +30,9 @@ dist
*.swo *.swo
/download /download
/download.tar.xz /download.tar.xz
/torchani/resources/*.info
/torchani/resources/ani-1ccx_8x
/torchani/resources/ani-2x_8x
*.qdrep *.qdrep
*.qdstrm *.qdstrm
*.zip *.zip
......
download.sh
View file @ 9e7baa6e
#!/bin/bash #!/bin/bash
# download the data
wget https://www.dropbox.com/sh/2c8zdqc1hrqsgwy/AAD6l24ngoiFa6DRapF6HPk5a/ -O download.zip wget https://www.dropbox.com/sh/2c8zdqc1hrqsgwy/AAD6l24ngoiFa6DRapF6HPk5a/ -O download.zip
unzip download.zip -d download || [[ $? == 2 ]] # unzip return 2 for dropbox created zip file unzip download.zip -d download || [[ $? == 2 ]] # unzip return 2 for dropbox created zip file
torchani/models.py
View file @ 9e7baa6e
...@@ -24,10 +24,12 @@ directly calculate energies or get an ASE calculator. For example: ...@@ -24,10 +24,12 @@ directly calculate energies or get an ASE calculator. For example:
model0.species_to_tensor(['C', 'H', 'H', 'H', 'H']) model0.species_to_tensor(['C', 'H', 'H', 'H', 'H'])
""" """
import os import os
import io
import requests
import zipfile
import torch import torch
from torch import Tensor from torch import Tensor
from typing import Tuple, Optional from typing import Tuple, Optional
from pkg_resources import resource_filename
from . import neurochem from . import neurochem
from .nn import SpeciesConverter, SpeciesEnergies from .nn import SpeciesConverter, SpeciesEnergies
from .aev import AEVComputer from .aev import AEVComputer
...@@ -70,11 +72,26 @@ class BuiltinModel(torch.nn.Module): ...@@ -70,11 +72,26 @@ class BuiltinModel(torch.nn.Module):
@staticmethod @staticmethod
def _parse_neurochem_resources(info_file_path): def _parse_neurochem_resources(info_file_path):
def get_resource(file_path): def get_resource(resource_path, file_path):
package_name = '.'.join(__name__.split('.')[:-1]) return os.path.join(resource_path, 'resources/' + file_path)
return resource_filename(package_name, 'resources/' + file_path)
resource_path = os.path.dirname(__file__)
info_file = get_resource(info_file_path) local_dir = os.path.expanduser('~/.local/torchani')
if not os.path.isfile(get_resource(resource_path, info_file_path)):
if not os.path.isfile(get_resource(local_dir, info_file_path)):
print('Downloading ANI model parameters ...')
resource_res = requests.get("https://www.dropbox.com/sh/otrzul6yuye8uzs/AABuaihE22vtaB_rdrI0r6TUa?dl=1")
resource_zip = zipfile.ZipFile(io.BytesIO(resource_res.content))
try:
resource_zip.extractall(resource_path)
except PermissionError:
resource_zip.extractall(local_dir)
resource_path = local_dir
else:
resource_path = local_dir
info_file = get_resource(resource_path, info_file_path)
with open(info_file) as f: with open(info_file) as f:
# const_file: Path to the file with the builtin constants. # const_file: Path to the file with the builtin constants.
...@@ -82,9 +99,9 @@ class BuiltinModel(torch.nn.Module): ...@@ -82,9 +99,9 @@ class BuiltinModel(torch.nn.Module):
# ensemble_prefix: Prefix of the neurochem resource directories. # ensemble_prefix: Prefix of the neurochem resource directories.
lines = [x.strip() for x in f.readlines()][:4] lines = [x.strip() for x in f.readlines()][:4]
const_file_path, sae_file_path, ensemble_prefix_path, ensemble_size = lines const_file_path, sae_file_path, ensemble_prefix_path, ensemble_size = lines
const_file = get_resource(const_file_path) const_file = get_resource(resource_path, const_file_path)
sae_file = get_resource(sae_file_path) sae_file = get_resource(resource_path, sae_file_path)
ensemble_prefix = get_resource(ensemble_prefix_path) ensemble_prefix = get_resource(resource_path, ensemble_prefix_path)
ensemble_size = int(ensemble_size) ensemble_size = int(ensemble_size)
consts = neurochem.Constants(const_file) consts = neurochem.Constants(const_file)
return consts, sae_file, ensemble_prefix, ensemble_size return consts, sae_file, ensemble_prefix, ensemble_size
......
torchani/resources/ani-1ccx_8x.info deleted 100644 → 0
View file @ e08bb3d5
ani-1ccx_8x/rHCNO-5.2R_16-3.5A_a4-8.params
ani-1ccx_8x/sae_linfit.dat
ani-1ccx_8x/train
8
torchani/resources/ani-1ccx_8x/rHCNO-5.2R_16-3.5A_a4-8.params deleted 100644 → 0
View file @ e08bb3d5
TM = 1
Rcr = 5.2000e+00
Rca = 3.5000e+00
EtaR = [1.6000000e+01]
ShfR = [9.0000000e-01,1.1687500e+00,1.4375000e+00,1.7062500e+00,1.9750000e+00,2.2437500e+00,2.5125000e+00,2.7812500e+00,3.0500000e+00,3.3187500e+00,3.5875000e+00,3.8562500e+00,4.1250000e+00,4.3937500e+00,4.6625000e+00,4.9312500e+00]
Zeta = [3.2000000e+01]
ShfZ = [1.9634954e-01,5.8904862e-01,9.8174770e-01,1.3744468e+00,1.7671459e+00,2.1598449e+00,2.5525440e+00,2.9452431e+00]
EtaA = [8.0000000e+00]
ShfA = [9.0000000e-01,1.5500000e+00,2.2000000e+00,2.8500000e+00]
Atyp = [H,C,N,O]
torchani/resources/ani-1ccx_8x/sae_linfit.dat deleted 100644 → 0
View file @ e08bb3d5
H,0=-0.5991501324919538
C,1=-38.03750806057356
N,2=-54.67448347695333
O,3=-75.16043537275567
torchani/resources/ani-1ccx_8x/train0/cost.dat deleted 100644 → 0
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1 7.64287e-05 1.88555e-05 1.79769e+308 1.79769e+308 inf inf
2 1.2222e-05 0.000241391 1.79769e+308 1.79769e+308 inf inf
3 1.11759e-05 1.66028e-05 0.000241391 1.79769e+308 9.74946 inf
4 1.335e-05 1.66687e-05 1.66028e-05 1.79769e+308 2.55688 inf
5 5.44115e-05 2.59782e-05 1.66028e-05 1.79769e+308 2.55688 inf
6 4.55619e-05 0.000357282 1.66028e-05 1.79769e+308 2.55688 inf
7 2.59048e-05 0.000149242 1.66028e-05 1.79769e+308 2.55688 inf
8 2.00976e-05 2.27834e-05 1.66028e-05 1.79769e+308 2.55688 inf
9 8.92743e-05 2.68523e-05 1.66028e-05 1.79769e+308 2.55688 inf
10 1.71051e-05 2.34208e-05 1.66028e-05 1.79769e+308 2.55688 inf
11 2.22693e-05 3.01085e-05 1.66028e-05 1.79769e+308 2.55688 inf
12 2.10419e-05 2.52698e-05 1.66028e-05 1.79769e+308 2.55688 inf
13 1.86511e-05 2.2338e-05 1.66028e-05 1.79769e+308 2.55688 inf
14 3.46589e-05 0.00016045 1.66028e-05 1.79769e+308 2.55688 inf
15 3.0222e-05 3.76193e-05 1.66028e-05 1.79769e+308 2.55688 inf
16 1.64391e-05 2.46422e-05 1.66028e-05 1.79769e+308 2.55688 inf
17 1.77592e-05 0.000153446 1.66028e-05 1.79769e+308 2.55688 inf
18 1.23768e-05 0.000193102 1.66028e-05 1.79769e+308 2.55688 inf
19 1.5993e-05 0.000181482 1.66028e-05 1.79769e+308 2.55688 inf
20 1.19781e-05 2.05404e-05 1.66028e-05 1.79769e+308 2.55688 inf
21 1.74969e-05 2.16347e-05 1.66028e-05 1.79769e+308 2.55688 inf
22 1.19209e-05 2.57904e-05 1.66028e-05 1.79769e+308 2.55688 inf
23 1.23027e-05 0.000133314 1.66028e-05 1.79769e+308 2.55688 inf
24 1.16214e-05 0.0021222 1.66028e-05 1.79769e+308 2.55688 inf
25 1.85947e-05 0.000138355 1.66028e-05 1.79769e+308 2.55688 inf
26 1.08879e-05 0.000149845 1.66028e-05 1.79769e+308 2.55688 inf
27 1.11302e-05 0.000113042 1.66028e-05 1.79769e+308 2.55688 inf
28 1.21865e-05 2.07102e-05 1.66028e-05 1.79769e+308 2.55688 inf
29 1.10196e-05 0.000193286 1.66028e-05 1.79769e+308 2.55688 inf
30 1.47525e-05 0.000254176 1.66028e-05 1.79769e+308 2.55688 inf
31 1.90855e-05 2.243e-05 1.66028e-05 1.79769e+308 2.55688 inf
32 1.64436e-05 0.000108193 1.66028e-05 1.79769e+308 2.55688 inf
33 1.35587e-05 2.15521e-05 1.66028e-05 1.79769e+308 2.55688 inf
34 1.5686e-05 2.3477e-05 1.66028e-05 1.79769e+308 2.55688 inf
35 1.69197e-05 2.3741e-05 1.66028e-05 1.79769e+308 2.55688 inf
36 1.01786e-05 2.05354e-05 1.66028e-05 1.79769e+308 2.55688 inf
37 1.29408e-05 2.11717e-05 1.66028e-05 1.79769e+308 2.55688 inf
38 1.37244e-05 2.64024e-05 1.66028e-05 1.79769e+308 2.55688 inf
39 3.46112e-05 0.000981604 1.66028e-05 1.79769e+308 2.55688 inf
40 2.03704e-05 0.000347122 1.66028e-05 1.79769e+308 2.55688 inf
41 1.12464e-05 0.000293126 1.66028e-05 1.79769e+308 2.55688 inf
42 1.07795e-05 2.16965e-05 1.66028e-05 1.79769e+308 2.55688 inf
43 1.10696e-05 0.000432131 1.66028e-05 1.79769e+308 2.55688 inf
44 2.94426e-05 4.62451e-05 1.66028e-05 1.79769e+308 2.55688 inf
45 3.48211e-05 2.99489e-05 1.66028e-05 1.79769e+308 2.55688 inf
46 3.67073e-05 2.44995e-05 1.66028e-05 1.79769e+308 2.55688 inf
47 1.16787e-05 2.25597e-05 1.66028e-05 1.79769e+308 2.55688 inf
48 1.38606e-05 2.19071e-05 1.66028e-05 1.79769e+308 2.55688 inf
49 1.59993e-05 9.26493e-05 1.66028e-05 1.79769e+308 2.55688 inf
50 1.57558e-05 0.000189518 1.66028e-05 1.79769e+308 2.55688 inf
51 1.41669e-05 2.25149e-05 1.66028e-05 1.79769e+308 2.55688 inf
52 1.39862e-05 2.22952e-05 1.66028e-05 1.79769e+308 2.55688 inf
53 1.02299e-05 0.000145836 1.66028e-05 1.79769e+308 2.55688 inf
54 1.08914e-05 2.18233e-05 1.66028e-05 1.79769e+308 2.55688 inf
55 1.12741e-05 2.06687e-05 1.66028e-05 1.79769e+308 2.55688 inf
56 1.0426e-05 0.000132304 1.66028e-05 1.79769e+308 2.55688 inf
57 1.03783e-05 2.03054e-05 1.66028e-05 1.79769e+308 2.55688 inf
58 1.2242e-05 2.14564e-05 1.66028e-05 1.79769e+308 2.55688 inf
59 1.23901e-05 0.000220562 1.66028e-05 1.79769e+308 2.55688 inf
60 1.26306e-05 2.28222e-05 1.66028e-05 1.79769e+308 2.55688 inf
61 6.15711e-05 0.000221516 1.66028e-05 1.79769e+308 2.55688 inf
62 2.47739e-05 2.2897e-05 1.66028e-05 1.79769e+308 2.55688 inf
63 1.41273e-05 2.18972e-05 1.66028e-05 1.79769e+308 2.55688 inf
64 9.90044e-06 0.000118968 1.66028e-05 1.79769e+308 2.55688 inf
65 1.05807e-05 2.01524e-05 1.66028e-05 1.79769e+308 2.55688 inf
66 1.01213e-05 0.00020226 1.66028e-05 1.79769e+308 2.55688 inf
67 9.71133e-06 0.000123727 1.66028e-05 1.79769e+308 2.55688 inf
68 1.01822e-05 2.15552e-05 1.66028e-05 1.79769e+308 2.55688 inf
69 1.03919e-05 0.00116096 1.66028e-05 1.79769e+308 2.55688 inf
70 9.94417e-06 2.09203e-05 1.66028e-05 1.79769e+308 2.55688 inf
71 1.00922e-05 2.08833e-05 1.66028e-05 1.79769e+308 2.55688 inf
72 1.04365e-05 0.000127364 1.66028e-05 1.79769e+308 2.55688 inf
73 1.56832e-05 2.07027e-05 1.66028e-05 1.79769e+308 2.55688 inf
74 2.0571e-05 0.000251954 1.66028e-05 1.79769e+308 2.55688 inf
75 1.88996e-05 2.01617e-05 1.66028e-05 1.79769e+308 2.55688 inf
76 1.72178e-05 2.42879e-05 1.66028e-05 1.79769e+308 2.55688 inf
77 1.50764e-05 0.000201462 1.66028e-05 1.79769e+308 2.55688 inf
78 9.18989e-06 0.00230444 1.66028e-05 1.79769e+308 2.55688 inf
79 2.97201e-05 0.000526395 1.66028e-05 1.79769e+308 2.55688 inf
80 1.94472e-05 0.000126272 1.66028e-05 1.79769e+308 2.55688 inf
81 9.93705e-06 2.1996e-05 1.66028e-05 1.79769e+308 2.55688 inf
82 9.79165e-06 2.03268e-05 1.66028e-05 1.79769e+308 2.55688 inf
83 9.57524e-06 2.04277e-05 1.66028e-05 1.79769e+308 2.55688 inf
84 1.12534e-05 0.00209756 1.66028e-05 1.79769e+308 2.55688 inf
85 1.02095e-05 1.95796e-05 1.66028e-05 1.79769e+308 2.55688 inf
86 1.07561e-05 2.00671e-05 1.66028e-05 1.79769e+308 2.55688 inf
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88 9.50089e-06 1.98264e-05 1.66028e-05 1.79769e+308 2.55688 inf
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101 3.26328e-05 3.70896e-05 1.66028e-05 1.79769e+308 2.55688 inf
102 3.59229e-05 2.44755e-05 1.66028e-05 1.79769e+308 2.55688 inf
103 1.8081e-05 2.31224e-05 1.66028e-05 1.79769e+308 2.55688 inf
104 1.05938e-05 0.00188094 1.66028e-05 1.79769e+308 2.55688 inf
105 9.82911e-06 0.000372799 1.66028e-05 1.79769e+308 2.55688 inf
106 3.17051e-05 2.27993e-05 1.66028e-05 1.79769e+308 2.55688 inf
107 1.98646e-05 0.000279621 1.66028e-05 1.79769e+308 2.55688 inf
108 2.11112e-05 2.25346e-05 1.66028e-05 1.79769e+308 2.55688 inf
109 1.00428e-05 0.00011756 1.66028e-05 1.79769e+308 2.55688 inf
110 1.23581e-05 0.000102164 1.66028e-05 1.79769e+308 2.55688 inf
111 1.79936e-05 2.21572e-05 1.66028e-05 1.79769e+308 2.55688 inf
112 1.04088e-05 0.00223684 1.66028e-05 1.79769e+308 2.55688 inf
113 1.05679e-05 2.47063e-05 1.66028e-05 1.79769e+308 2.55688 inf
114 1.13564e-05 0.000278716 1.66028e-05 1.79769e+308 2.55688 inf
115 9.36767e-06 0.000186803 1.66028e-05 1.79769e+308 2.55688 inf
116 2.33095e-05 2.30103e-05 1.66028e-05 1.79769e+308 2.55688 inf
117 2.13775e-05 2.49043e-05 1.66028e-05 1.79769e+308 2.55688 inf
118 1.54643e-05 2.05002e-05 1.66028e-05 1.79769e+308 2.55688 inf
119 1.26583e-05 0.000155438 1.66028e-05 1.79769e+308 2.55688 inf
120 1.02398e-05 0.000298616 1.66028e-05 1.79769e+308 2.55688 inf
121 9.81427e-06 2.08118e-05 1.66028e-05 1.79769e+308 2.55688 inf
122 9.86925e-06 0.000181603 1.66028e-05 1.79769e+308 2.55688 inf
123 1.20895e-05 1.96202e-05 1.66028e-05 1.79769e+308 2.55688 inf
124 8.84971e-06 2.03265e-05 1.66028e-05 1.79769e+308 2.55688 inf
125 8.64422e-06 0.000181901 1.66028e-05 1.79769e+308 2.55688 inf
126 1.134e-05 2.09197e-05 1.66028e-05 1.79769e+308 2.55688 inf
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128 8.80301e-06 2.08725e-05 1.66028e-05 1.79769e+308 2.55688 inf
129 1.02186e-05 2.007e-05 1.66028e-05 1.79769e+308 2.55688 inf
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131 9.74799e-06 0.00181489 1.66028e-05 1.79769e+308 2.55688 inf
132 9.49115e-06 2.01971e-05 1.66028e-05 1.79769e+308 2.55688 inf
133 9.10462e-06 1.98482e-05 1.66028e-05 1.79769e+308 2.55688 inf
134 9.58794e-06 0.000163902 1.66028e-05 1.79769e+308 2.55688 inf
135 9.53692e-06 0.000165874 1.66028e-05 1.79769e+308 2.55688 inf
136 8.6357e-06 2.12891e-05 1.66028e-05 1.79769e+308 2.55688 inf
137 9.36942e-06 1.94328e-05 1.66028e-05 1.79769e+308 2.55688 inf
138 8.18305e-06 1.99648e-05 1.66028e-05 1.79769e+308 2.55688 inf
139 8.52088e-06 0.000146574 1.66028e-05 1.79769e+308 2.55688 inf
140 9.29251e-06 2.06315e-05 1.66028e-05 1.79769e+308 2.55688 inf
141 1.95842e-05 2.3239e-05 1.66028e-05 1.79769e+308 2.55688 inf
142 2.0868e-05 0.000138348 1.66028e-05 1.79769e+308 2.55688 inf
143 1.33811e-05 2.64006e-05 1.66028e-05 1.79769e+308 2.55688 inf
144 2.1786e-05 0.000125581 1.66028e-05 1.79769e+308 2.55688 inf
145 2.71764e-05 2.25453e-05 1.66028e-05 1.79769e+308 2.55688 inf
146 1.16282e-05 0.00012363 1.66028e-05 1.79769e+308 2.55688 inf
147 1.68787e-05 0.000133974 1.66028e-05 1.79769e+308 2.55688 inf
148 1.04076e-05 2.05791e-05 1.66028e-05 1.79769e+308 2.55688 inf
149 9.53889e-06 2.05569e-05 1.66028e-05 1.79769e+308 2.55688 inf
150 9.10269e-06 2.07759e-05 1.66028e-05 1.79769e+308 2.55688 inf
151 8.78841e-06 1.92543e-05 1.66028e-05 1.79769e+308 2.55688 inf
152 9.23039e-06 0.000174336 1.66028e-05 1.79769e+308 2.55688 inf
153 9.61462e-06 0.000121278 1.66028e-05 1.79769e+308 2.55688 inf
154 1.01925e-05 0.000135989 1.66028e-05 1.79769e+308 2.55688 inf
155 8.36209e-06 1.92302e-05 1.66028e-05 1.79769e+308 2.55688 inf
156 8.51054e-06 0.000141107 1.66028e-05 1.79769e+308 2.55688 inf
157 9.02984e-06 1.97458e-05 1.66028e-05 1.79769e+308 2.55688 inf
158 8.59485e-06 1.97653e-05 1.66028e-05 1.79769e+308 2.55688 inf
159 8.5391e-06 0.000128819 1.66028e-05 1.79769e+308 2.55688 inf
160 1.3955e-05 0.000108325 1.66028e-05 1.79769e+308 2.55688 inf
161 9.45278e-06 0.000217156 1.66028e-05 1.79769e+308 2.55688 inf
162 9.87294e-06 0.000261192 1.66028e-05 1.79769e+308 2.55688 inf
163 1.87574e-05 2.30019e-05 1.66028e-05 1.79769e+308 2.55688 inf
164 1.436e-05 2.00203e-05 1.66028e-05 1.79769e+308 2.55688 inf
165 2.71854e-05 2.16676e-05 1.66028e-05 1.79769e+308 2.55688 inf
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1751 9.46944e-06 0.00016208 1.52182e-05 1.79769e+308 2.44794 inf
1752 8.92854e-06 1.63667e-05 1.52182e-05 1.79769e+308 2.44794 inf
1753 8.91405e-06 1.74644e-05 1.52182e-05 1.79769e+308 2.44794 inf
1754 8.80334e-06 0.000160749 1.52182e-05 1.79769e+308 2.44794 inf
1755 8.88528e-06 1.65215e-05 1.52182e-05 1.79769e+308 2.44794 inf
1756 9.25429e-06 1.95676e-05 1.52182e-05 1.79769e+308 2.44794 inf
1757 9.24312e-06 1.71829e-05 1.52182e-05 1.79769e+308 2.44794 inf
1758 8.99528e-06 1.66243e-05 1.52182e-05 1.79769e+308 2.44794 inf
1759 8.88131e-06 1.64031e-05 1.52182e-05 1.79769e+308 2.44794 inf
1760 8.87702e-06 1.62759e-05 1.52182e-05 1.79769e+308 2.44794 inf
1761 8.57986e-06 1.78117e-05 1.52182e-05 1.79769e+308 2.44794 inf
1762 9.05099e-06 0.000163163 1.52182e-05 1.79769e+308 2.44794 inf
1763 8.6696e-06 0.000162997 1.52182e-05 1.79769e+308 2.44794 inf
1764 8.74802e-06 0.000163583 1.52182e-05 1.79769e+308 2.44794 inf
1765 9.06058e-06 0.000163179 1.52182e-05 1.79769e+308 2.44794 inf
1766 9.01911e-06 1.76967e-05 1.52182e-05 1.79769e+308 2.44794 inf
1767 8.97402e-06 0.000164306 1.52182e-05 1.79769e+308 2.44794 inf
1768 8.8955e-06 0.000163858 1.52182e-05 1.79769e+308 2.44794 inf
1769 8.99669e-06 1.64107e-05 1.52182e-05 1.79769e+308 2.44794 inf
1770 9.08529e-06 1.89148e-05 1.52182e-05 1.79769e+308 2.44794 inf
1771 8.7414e-06 0.000163404 1.52182e-05 1.79769e+308 2.44794 inf
1772 8.89415e-06 0.000309562 1.52182e-05 1.79769e+308 2.44794 inf
1773 8.87665e-06 0.000165668 1.52182e-05 1.79769e+308 2.44794 inf
1774 9.08083e-06 0.000164578 1.52182e-05 1.79769e+308 2.44794 inf
1775 9.19545e-06 0.00194434 1.52182e-05 1.79769e+308 2.44794 inf
1776 8.91555e-06 0.000165145 1.52182e-05 1.79769e+308 2.44794 inf
1777 9.05042e-06 1.63542e-05 1.52182e-05 1.79769e+308 2.44794 inf
1778 9.04639e-06 1.69646e-05 1.52182e-05 1.79769e+308 2.44794 inf
1779 8.86103e-06 1.88201e-05 1.52182e-05 1.79769e+308 2.44794 inf
1780 9.26171e-06 1.61302e-05 1.52182e-05 1.79769e+308 2.44794 inf
1781 9.09023e-06 1.60211e-05 1.52182e-05 1.79769e+308 2.44794 inf
1782 9.13033e-06 0.000162218 1.52182e-05 1.79769e+308 2.44794 inf
1783 9.13517e-06 0.000165292 1.52182e-05 1.79769e+308 2.44794 inf
1784 9.01769e-06 1.73065e-05 1.52182e-05 1.79769e+308 2.44794 inf
1785 8.97012e-06 0.000165007 1.52182e-05 1.79769e+308 2.44794 inf
1786 9.22018e-06 0.000167631 1.52182e-05 1.79769e+308 2.44794 inf
1787 9.04353e-06 1.66011e-05 1.52182e-05 1.79769e+308 2.44794 inf
1788 8.97804e-06 0.000166128 1.52182e-05 1.79769e+308 2.44794 inf
1789 8.99939e-06 1.69927e-05 1.52182e-05 1.79769e+308 2.44794 inf
1790 9.17971e-06 0.000319318 1.52182e-05 1.79769e+308 2.44794 inf
1791 9.08744e-06 0.000164671 1.52182e-05 1.79769e+308 2.44794 inf
1792 9.00901e-06 0.000170842 1.52182e-05 1.79769e+308 2.44794 inf
1793 9.30897e-06 0.000166992 1.52182e-05 1.79769e+308 2.44794 inf
1794 9.9557e-06 1.69982e-05 1.52182e-05 1.79769e+308 2.44794 inf
1795 9.81037e-06 1.69819e-05 1.52182e-05 1.79769e+308 2.44794 inf
1796 9.61141e-06 1.62676e-05 1.52182e-05 1.79769e+308 2.44794 inf
1797 9.63726e-06 0.000166034 1.52182e-05 1.79769e+308 2.44794 inf
1798 9.5853e-06 0.000167843 1.52182e-05 1.79769e+308 2.44794 inf
1799 9.52086e-06 1.67961e-05 1.52182e-05 1.79769e+308 2.44794 inf
1800 9.60641e-06 1.58388e-05 1.52182e-05 1.79769e+308 2.44794 inf
1801 9.663e-06 0.000167234 1.52182e-05 1.79769e+308 2.44794 inf
1802 9.3962e-06 0.000168029 1.52182e-05 1.79769e+308 2.44794 inf
1803 9.3329e-06 1.76256e-05 1.52182e-05 1.79769e+308 2.44794 inf
1804 9.36787e-06 1.67424e-05 1.52182e-05 1.79769e+308 2.44794 inf
1805 9.43064e-06 0.000169073 1.52182e-05 1.79769e+308 2.44794 inf
1806 9.7662e-06 1.62741e-05 1.52182e-05 1.79769e+308 2.44794 inf
1807 9.68325e-06 1.78837e-05 1.52182e-05 1.79769e+308 2.44794 inf
1808 9.32993e-06 1.57729e-05 1.52182e-05 1.79769e+308 2.44794 inf
1809 9.4984e-06 0.000169856 1.52182e-05 1.79769e+308 2.44794 inf
1810 9.89446e-06 0.00017006 1.52182e-05 1.79769e+308 2.44794 inf
1811 9.68045e-06 1.60935e-05 1.52182e-05 1.79769e+308 2.44794 inf
1812 9.32209e-06 1.5895e-05 1.52182e-05 1.79769e+308 2.44794 inf
1813 9.62697e-06 1.56987e-05 1.52182e-05 1.79769e+308 2.44794 inf
1814 9.59435e-06 1.62049e-05 1.52182e-05 1.79769e+308 2.44794 inf
1815 9.48718e-06 1.59624e-05 1.52182e-05 1.79769e+308 2.44794 inf
1816 9.24318e-06 1.70167e-05 1.52182e-05 1.79769e+308 2.44794 inf
1817 9.62593e-06 0.000166089 1.52182e-05 1.79769e+308 2.44794 inf
1818 9.72883e-06 0.000167289 1.52182e-05 1.79769e+308 2.44794 inf
1819 9.38513e-06 0.000167959 1.52182e-05 1.79769e+308 2.44794 inf
1820 9.55246e-06 0.000173308 1.52182e-05 1.79769e+308 2.44794 inf
1821 9.30981e-06 0.00017083 1.52182e-05 1.79769e+308 2.44794 inf
1822 9.52689e-06 0.000170671 1.52182e-05 1.79769e+308 2.44794 inf
1823 9.54316e-06 1.98338e-05 1.52182e-05 1.79769e+308 2.44794 inf
1824 9.76777e-06 0.000171119 1.52182e-05 1.79769e+308 2.44794 inf
1825 9.44622e-06 1.6372e-05 1.52182e-05 1.79769e+308 2.44794 inf
1826 9.39852e-06 0.00203134 1.52182e-05 1.79769e+308 2.44794 inf
1827 9.72011e-06 0.000175356 1.52182e-05 1.79769e+308 2.44794 inf
1828 9.50644e-06 1.55108e-05 1.52182e-05 1.79769e+308 2.44794 inf
1829 9.95018e-06 1.76451e-05 1.52182e-05 1.79769e+308 2.44794 inf
1830 9.46565e-06 1.89677e-05 1.52182e-05 1.79769e+308 2.44794 inf
1831 9.48666e-06 1.62083e-05 1.52182e-05 1.79769e+308 2.44794 inf
1832 9.59351e-06 0.000171938 1.52182e-05 1.79769e+308 2.44794 inf
1833 9.28102e-06 1.7214e-05 1.52182e-05 1.79769e+308 2.44794 inf
1834 9.84071e-06 0.000170073 1.52182e-05 1.79769e+308 2.44794 inf
1835 9.40761e-06 1.8882e-05 1.52182e-05 1.79769e+308 2.44794 inf
1836 1.09849e-05 1.81765e-05 1.52182e-05 1.79769e+308 2.44794 inf
1837 1.01813e-05 1.77933e-05 1.52182e-05 1.79769e+308 2.44794 inf
1838 9.60532e-06 1.6502e-05 1.52182e-05 1.79769e+308 2.44794 inf
1839 9.99996e-06 0.000171716 1.52182e-05 1.79769e+308 2.44794 inf
1840 9.86092e-06 1.60234e-05 1.52182e-05 1.79769e+308 2.44794 inf
1841 9.76652e-06 0.000170939 1.52182e-05 1.79769e+308 2.44794 inf
1842 9.6986e-06 0.000173329 1.52182e-05 1.79769e+308 2.44794 inf
1843 1.01316e-05 0.000173627 1.52182e-05 1.79769e+308 2.44794 inf
1844 9.72519e-06 0.00204187 1.52182e-05 1.79769e+308 2.44794 inf
1845 9.40448e-06 1.67687e-05 1.52182e-05 1.79769e+308 2.44794 inf
1846 9.57678e-06 1.5614e-05 1.52182e-05 1.79769e+308 2.44794 inf
1847 9.70227e-06 1.65836e-05 1.52182e-05 1.79769e+308 2.44794 inf
1848 9.79587e-06 1.61115e-05 1.52182e-05 1.79769e+308 2.44794 inf
1849 1.03608e-05 0.000333363 1.52182e-05 1.79769e+308 2.44794 inf
1850 1.01102e-05 1.70548e-05 1.52182e-05 1.79769e+308 2.44794 inf
1851 9.4902e-06 1.65057e-05 1.52182e-05 1.79769e+308 2.44794 inf
1852 9.49616e-06 1.64631e-05 1.52182e-05 1.79769e+308 2.44794 inf
1853 1.00108e-05 0.000171694 1.52182e-05 1.79769e+308 2.44794 inf
1854 9.88073e-06 1.72823e-05 1.52182e-05 1.79769e+308 2.44794 inf
1855 1.00725e-05 1.6447e-05 1.52182e-05 1.79769e+308 2.44794 inf
1856 9.50277e-06 0.000172961 1.52182e-05 1.79769e+308 2.44794 inf
1857 9.8394e-06 0.000171503 1.52182e-05 1.79769e+308 2.44794 inf
1858 9.80699e-06 1.61369e-05 1.52182e-05 1.79769e+308 2.44794 inf
1859 9.8736e-06 1.71417e-05 1.52182e-05 1.79769e+308 2.44794 inf
1860 9.71647e-06 0.000175524 1.52182e-05 1.79769e+308 2.44794 inf
1861 9.86195e-06 0.000177684 1.52182e-05 1.79769e+308 2.44794 inf
1862 9.70534e-06 0.000176237 1.52182e-05 1.79769e+308 2.44794 inf
1863 1.01947e-05 1.64128e-05 1.52182e-05 1.79769e+308 2.44794 inf
1864 9.89752e-06 0.000174922 1.52182e-05 1.79769e+308 2.44794 inf
1865 9.76537e-06 1.61374e-05 1.52182e-05 1.79769e+308 2.44794 inf
1866 9.52712e-06 1.64117e-05 1.52182e-05 1.79769e+308 2.44794 inf
1867 9.46569e-06 1.64932e-05 1.52182e-05 1.79769e+308 2.44794 inf
1868 9.78144e-06 1.74609e-05 1.52182e-05 1.79769e+308 2.44794 inf
1869 1.03475e-05 0.000175143 1.52182e-05 1.79769e+308 2.44794 inf
1870 9.84289e-06 0.00033678 1.52182e-05 1.79769e+308 2.44794 inf
1871 9.70625e-06 1.64115e-05 1.52182e-05 1.79769e+308 2.44794 inf
1872 9.60228e-06 0.000174888 1.52182e-05 1.79769e+308 2.44794 inf
1873 9.44561e-06 0.000176298 1.52182e-05 1.79769e+308 2.44794 inf
1874 9.83903e-06 0.000333969 1.52182e-05 1.79769e+308 2.44794 inf
1875 9.77761e-06 0.000172508 1.52182e-05 1.79769e+308 2.44794 inf
1876 9.8811e-06 0.000172054 1.52182e-05 1.79769e+308 2.44794 inf
1877 1.00449e-05 0.000177877 1.52182e-05 1.79769e+308 2.44794 inf
1878 1.00092e-05 1.58205e-05 1.52182e-05 1.79769e+308 2.44794 inf
1879 9.59892e-06 0.000173055 1.52182e-05 1.79769e+308 2.44794 inf
1880 9.61944e-06 1.65406e-05 1.52182e-05 1.79769e+308 2.44794 inf
1881 9.55741e-06 0.000331455 1.52182e-05 1.79769e+308 2.44794 inf
1882 9.74701e-06 0.000171808 1.52182e-05 1.79769e+308 2.44794 inf
1883 9.96532e-06 0.00205543 1.52182e-05 1.79769e+308 2.44794 inf
1884 9.80191e-06 1.69656e-05 1.52182e-05 1.79769e+308 2.44794 inf
1885 9.7772e-06 0.000169718 1.52182e-05 1.79769e+308 2.44794 inf
1886 9.90173e-06 0.000174145 1.52182e-05 1.79769e+308 2.44794 inf
1887 9.68368e-06 1.72812e-05 1.52182e-05 1.79769e+308 2.44794 inf
1888 9.79835e-06 1.68008e-05 1.52182e-05 1.79769e+308 2.44794 inf
1889 9.86367e-06 1.6332e-05 1.52182e-05 1.79769e+308 2.44794 inf
1890 1.00307e-05 2.00248e-05 1.52182e-05 1.79769e+308 2.44794 inf
1891 1.00843e-05 0.000169083 1.52182e-05 1.79769e+308 2.44794 inf
1892 9.98908e-06 0.00203662 1.52182e-05 1.79769e+308 2.44794 inf
1893 9.96672e-06 1.64975e-05 1.52182e-05 1.79769e+308 2.44794 inf
1894 9.67429e-06 0.000170228 1.52182e-05 1.79769e+308 2.44794 inf
1895 1.02487e-05 0.000171236 1.52182e-05 1.79769e+308 2.44794 inf
1896 9.85544e-06 0.000169388 1.52182e-05 1.79769e+308 2.44794 inf
1897 1.01513e-05 1.76512e-05 1.52182e-05 1.79769e+308 2.44794 inf
1898 9.93127e-06 1.73471e-05 1.52182e-05 1.79769e+308 2.44794 inf
1899 1.03632e-05 1.67982e-05 1.52182e-05 1.79769e+308 2.44794 inf
1900 9.97641e-06 0.000174236 1.52182e-05 1.79769e+308 2.44794 inf
1901 1.00887e-05 1.78633e-05 1.52182e-05 1.79769e+308 2.44794 inf
1902 1.02505e-05 1.59157e-05 1.52182e-05 1.79769e+308 2.44794 inf
1903 1.02895e-05 1.73641e-05 1.52182e-05 1.79769e+308 2.44794 inf
1904 1.03126e-05 0.000170495 1.52182e-05 1.79769e+308 2.44794 inf
1905 9.88875e-06 0.000174533 1.52182e-05 1.79769e+308 2.44794 inf
1906 1.02287e-05 0.000167478 1.52182e-05 1.79769e+308 2.44794 inf
1907 9.87318e-06 1.87051e-05 1.52182e-05 1.79769e+308 2.44794 inf
1908 1.00398e-05 0.000170135 1.52182e-05 1.79769e+308 2.44794 inf
1909 9.70609e-06 0.000174012 1.52182e-05 1.79769e+308 2.44794 inf
1910 1.02802e-05 0.000171589 1.52182e-05 1.79769e+308 2.44794 inf
1911 1.01888e-05 0.000172331 1.52182e-05 1.79769e+308 2.44794 inf
1912 1.00042e-05 0.000334994 1.52182e-05 1.79769e+308 2.44794 inf
1913 1.00628e-05 0.000171425 1.52182e-05 1.79769e+308 2.44794 inf
1914 1.04276e-05 0.000171127 1.52182e-05 1.79769e+308 2.44794 inf
1915 1.03305e-05 0.000317405 1.52182e-05 1.79769e+308 2.44794 inf
1916 9.97293e-06 0.000173778 1.52182e-05 1.79769e+308 2.44794 inf
1917 1.01183e-05 1.70175e-05 1.52182e-05 1.79769e+308 2.44794 inf
1918 9.97686e-06 1.66644e-05 1.52182e-05 1.79769e+308 2.44794 inf
1919 1.001e-05 1.6263e-05 1.52182e-05 1.79769e+308 2.44794 inf
1920 9.8902e-06 0.000171391 1.52182e-05 1.79769e+308 2.44794 inf
1921 1.01658e-05 1.69905e-05 1.52182e-05 1.79769e+308 2.44794 inf
1922 1.00431e-05 1.6575e-05 1.52182e-05 1.79769e+308 2.44794 inf
1923 1.02063e-05 0.000171408 1.52182e-05 1.79769e+308 2.44794 inf
1924 9.97056e-06 0.000174913 1.52182e-05 1.79769e+308 2.44794 inf
1925 1.017e-05 0.000172736 1.52182e-05 1.79769e+308 2.44794 inf
1926 1.01364e-05 0.000173363 1.52182e-05 1.79769e+308 2.44794 inf
1927 1.01609e-05 0.000169778 1.52182e-05 1.79769e+308 2.44794 inf
1928 1.02249e-05 1.66396e-05 1.52182e-05 1.79769e+308 2.44794 inf
1929 1.02626e-05 0.000172687 1.52182e-05 1.79769e+308 2.44794 inf
1930 1.02393e-05 1.71818e-05 1.52182e-05 1.79769e+308 2.44794 inf
1931 1.01338e-05 1.88257e-05 1.52182e-05 1.79769e+308 2.44794 inf
1932 9.78981e-06 1.69349e-05 1.52182e-05 1.79769e+308 2.44794 inf
1933 1.06728e-05 1.8162e-05 1.52182e-05 1.79769e+308 2.44794 inf
1934 1.0244e-05 0.000173206 1.52182e-05 1.79769e+308 2.44794 inf
1935 9.83085e-06 1.9861e-05 1.52182e-05 1.79769e+308 2.44794 inf
1936 1.03188e-05 1.65144e-05 1.52182e-05 1.79769e+308 2.44794 inf
1937 1.01736e-05 1.70506e-05 1.52182e-05 1.79769e+308 2.44794 inf
1938 1.02707e-05 0.00196127 1.52182e-05 1.79769e+308 2.44794 inf
1939 1.01532e-05 0.000171243 1.52182e-05 1.79769e+308 2.44794 inf
1940 1.02268e-05 1.75758e-05 1.52182e-05 1.79769e+308 2.44794 inf
1941 1.08415e-05 0.000172943 1.52182e-05 1.79769e+308 2.44794 inf
1942 1.01134e-05 0.000320453 1.52182e-05 1.79769e+308 2.44794 inf
1943 1.00344e-05 0.000167896 1.52182e-05 1.79769e+308 2.44794 inf
1944 1.02248e-05 1.70898e-05 1.52182e-05 1.79769e+308 2.44794 inf
1945 1.02764e-05 1.6528e-05 1.52182e-05 1.79769e+308 2.44794 inf
1946 1.04678e-05 1.67193e-05 1.52182e-05 1.79769e+308 2.44794 inf
1947 1.01333e-05 1.73108e-05 1.52182e-05 1.79769e+308 2.44794 inf
1948 9.86808e-06 0.000323648 1.52182e-05 1.79769e+308 2.44794 inf
1949 1.0653e-05 1.84182e-05 1.52182e-05 1.79769e+308 2.44794 inf
1950 1.02607e-05 1.67085e-05 1.52182e-05 1.79769e+308 2.44794 inf
1951 1.01602e-05 0.000168631 1.52182e-05 1.79769e+308 2.44794 inf
1952 1.02096e-05 1.71093e-05 1.52182e-05 1.79769e+308 2.44794 inf
1953 1.04848e-05 1.82849e-05 1.52182e-05 1.79769e+308 2.44794 inf
1954 1.04924e-05 0.00016569 1.52182e-05 1.79769e+308 2.44794 inf
1955 1.041e-05 1.71774e-05 1.52182e-05 1.79769e+308 2.44794 inf
1956 9.9788e-06 0.000166646 1.52182e-05 1.79769e+308 2.44794 inf
1957 1.03125e-05 1.78169e-05 1.52182e-05 1.79769e+308 2.44794 inf
1958 1.0364e-05 0.000318688 1.52182e-05 1.79769e+308 2.44794 inf
1959 9.70764e-06 0.000168873 1.52182e-05 1.79769e+308 2.44794 inf
1960 1.02824e-05 1.65808e-05 1.52182e-05 1.79769e+308 2.44794 inf
1961 1.02724e-05 1.70254e-05 1.52182e-05 1.79769e+308 2.44794 inf
1962 1.04014e-05 1.56504e-05 1.52182e-05 1.79769e+308 2.44794 inf
1963 1.04188e-05 0.000172149 1.52182e-05 1.79769e+308 2.44794 inf
1964 1.03966e-05 1.93572e-05 1.52182e-05 1.79769e+308 2.44794 inf
1965 1.0455e-05 0.000172676 1.52182e-05 1.79769e+308 2.44794 inf
1966 1.06029e-05 0.000169292 1.52182e-05 1.79769e+308 2.44794 inf
1967 1.03158e-05 1.69045e-05 1.52182e-05 1.79769e+308 2.44794 inf
1968 1.0592e-05 1.63365e-05 1.52182e-05 1.79769e+308 2.44794 inf
1969 1.04338e-05 0.000165388 1.52182e-05 1.79769e+308 2.44794 inf
1970 1.03474e-05 1.66901e-05 1.52182e-05 1.79769e+308 2.44794 inf
1971 1.24571e-05 1.78675e-05 1.52182e-05 1.79769e+308 2.44794 inf
1972 1.05299e-05 0.000167749 1.52182e-05 1.79769e+308 2.44794 inf
1973 1.01798e-05 1.72046e-05 1.52182e-05 1.79769e+308 2.44794 inf
1974 1.05667e-05 1.72189e-05 1.52182e-05 1.79769e+308 2.44794 inf
1975 1.04006e-05 0.0019614 1.52182e-05 1.79769e+308 2.44794 inf
1976 1.01269e-05 0.000171046 1.52182e-05 1.79769e+308 2.44794 inf
1977 1.01961e-05 1.81028e-05 1.52182e-05 1.79769e+308 2.44794 inf
1978 1.05763e-05 0.000167239 1.52182e-05 1.79769e+308 2.44794 inf
1979 1.04218e-05 0.000165085 1.52182e-05 1.79769e+308 2.44794 inf
1980 1.0429e-05 0.000166636 1.52182e-05 1.79769e+308 2.44794 inf
1981 1.05127e-05 1.68196e-05 1.52182e-05 1.79769e+308 2.44794 inf
1982 1.02897e-05 0.0001708 1.52182e-05 1.79769e+308 2.44794 inf
1983 1.0809e-05 0.00017111 1.52182e-05 1.79769e+308 2.44794 inf
1984 1.04901e-05 0.000171503 1.52182e-05 1.79769e+308 2.44794 inf
1985 1.04944e-05 1.96314e-05 1.52182e-05 1.79769e+308 2.44794 inf
1986 1.04335e-05 0.00016832 1.52182e-05 1.79769e+308 2.44794 inf
1987 1.03043e-05 1.65331e-05 1.52182e-05 1.79769e+308 2.44794 inf
1988 1.03149e-05 0.000170598 1.52182e-05 1.79769e+308 2.44794 inf
1989 1.03428e-05 2.02388e-05 1.52182e-05 1.79769e+308 2.44794 inf
1990 1.03941e-05 0.000171262 1.52182e-05 1.79769e+308 2.44794 inf
1991 1.07752e-05 1.82788e-05 1.52182e-05 1.79769e+308 2.44794 inf
1992 1.06652e-05 0.000169481 1.52182e-05 1.79769e+308 2.44794 inf
1993 1.07384e-05 0.000169612 1.52182e-05 1.79769e+308 2.44794 inf
1994 1.07217e-05 1.7012e-05 1.52182e-05 1.79769e+308 2.44794 inf
1995 1.09592e-05 1.54474e-05 1.52182e-05 1.79769e+308 2.44794 inf
1996 1.09146e-05 0.000170355 1.52182e-05 1.79769e+308 2.44794 inf
1997 1.11709e-05 0.000168672 1.52182e-05 1.79769e+308 2.44794 inf
1998 1.07933e-05 1.91115e-05 1.52182e-05 1.79769e+308 2.44794 inf
1999 1.10569e-05 0.000171217 1.52182e-05 1.79769e+308 2.44794 inf
2000 1.08412e-05 0.000170121 1.52182e-05 1.79769e+308 2.44794 inf
2001 1.09378e-05 1.67445e-05 1.52182e-05 1.79769e+308 2.44794 inf
2002 1.10256e-05 0.000168183 1.52182e-05 1.79769e+308 2.44794 inf
2003 1.14205e-05 1.83762e-05 1.52182e-05 1.79769e+308 2.44794 inf
2004 1.09418e-05 0.000167638 1.52182e-05 1.79769e+308 2.44794 inf
2005 1.06206e-05 0.000167596 1.52182e-05 1.79769e+308 2.44794 inf
2006 1.1013e-05 1.71893e-05 1.52182e-05 1.79769e+308 2.44794 inf
2007 1.12936e-05 1.65971e-05 1.52182e-05 1.79769e+308 2.44794 inf
2008 1.29255e-05 0.000168021 1.52182e-05 1.79769e+308 2.44794 inf
2009 1.1435e-05 1.69924e-05 1.52182e-05 1.79769e+308 2.44794 inf
2010 1.10061e-05 1.72919e-05 1.52182e-05 1.79769e+308 2.44794 inf
2011 1.08599e-05 1.66017e-05 1.52182e-05 1.79769e+308 2.44794 inf
2012 1.11454e-05 1.68271e-05 1.52182e-05 1.79769e+308 2.44794 inf
2013 1.09856e-05 1.63573e-05 1.52182e-05 1.79769e+308 2.44794 inf
2014 1.07537e-05 1.51788e-05 1.52182e-05 1.79769e+308 2.44794 inf
2015 1.05654e-05 1.84128e-05 1.51788e-05 1.79769e+308 2.44478 inf
2016 1.13604e-05 1.68256e-05 1.51788e-05 1.79769e+308 2.44478 inf
2017 1.08308e-05 1.70234e-05 1.51788e-05 1.79769e+308 2.44478 inf
2018 1.11106e-05 0.000167267 1.51788e-05 1.79769e+308 2.44478 inf
2019 1.0769e-05 1.69045e-05 1.51788e-05 1.79769e+308 2.44478 inf
2020 1.03661e-05 1.74158e-05 1.51788e-05 1.79769e+308 2.44478 inf
2021 1.09075e-05 1.72983e-05 1.51788e-05 1.79769e+308 2.44478 inf
2022 1.08565e-05 1.63731e-05 1.51788e-05 1.79769e+308 2.44478 inf
2023 1.09334e-05 0.000167102 1.51788e-05 1.79769e+308 2.44478 inf
2024 1.08321e-05 1.69632e-05 1.51788e-05 1.79769e+308 2.44478 inf
2025 1.0961e-05 1.82567e-05 1.51788e-05 1.79769e+308 2.44478 inf
2026 1.08766e-05 0.000319139 1.51788e-05 1.79769e+308 2.44478 inf
2027 1.09812e-05 1.62757e-05 1.51788e-05 1.79769e+308 2.44478 inf
2028 1.09078e-05 1.6619e-05 1.51788e-05 1.79769e+308 2.44478 inf
2029 1.09362e-05 0.00197778 1.51788e-05 1.79769e+308 2.44478 inf
2030 1.07347e-05 0.000164534 1.51788e-05 1.79769e+308 2.44478 inf
2031 1.12576e-05 0.00016333 1.51788e-05 1.79769e+308 2.44478 inf
2032 1.12256e-05 1.77473e-05 1.51788e-05 1.79769e+308 2.44478 inf
2033 1.11866e-05 0.000168836 1.51788e-05 1.79769e+308 2.44478 inf
2034 1.07851e-05 1.7239e-05 1.51788e-05 1.79769e+308 2.44478 inf
2035 1.1219e-05 0.000166985 1.51788e-05 1.79769e+308 2.44478 inf
2036 1.09472e-05 0.000167701 1.51788e-05 1.79769e+308 2.44478 inf
2037 1.11247e-05 1.79177e-05 1.51788e-05 1.79769e+308 2.44478 inf
2038 1.09764e-05 1.72951e-05 1.51788e-05 1.79769e+308 2.44478 inf
2039 1.08121e-05 0.000167581 1.51788e-05 1.79769e+308 2.44478 inf
2040 1.42155e-05 0.000319734 1.51788e-05 1.79769e+308 2.44478 inf
2041 1.14792e-05 1.71429e-05 1.51788e-05 1.79769e+308 2.44478 inf
2042 1.09319e-05 0.000165956 1.51788e-05 1.79769e+308 2.44478 inf
2043 1.12407e-05 1.88439e-05 1.51788e-05 1.79769e+308 2.44478 inf
2044 1.38315e-05 1.75123e-05 1.51788e-05 1.79769e+308 2.44478 inf
2045 1.11929e-05 0.000314395 1.51788e-05 1.79769e+308 2.44478 inf
2046 1.11332e-05 1.7751e-05 1.51788e-05 1.79769e+308 2.44478 inf
2047 1.09254e-05 0.000163345 1.51788e-05 1.79769e+308 2.44478 inf
2048 1.11776e-05 1.85903e-05 1.51788e-05 1.79769e+308 2.44478 inf
2049 1.11028e-05 1.65458e-05 1.51788e-05 1.79769e+308 2.44478 inf
2050 1.13605e-05 1.72654e-05 1.51788e-05 1.79769e+308 2.44478 inf
2051 1.28595e-05 0.00016719 1.51788e-05 1.79769e+308 2.44478 inf
2052 1.16022e-05 0.000168621 1.51788e-05 1.79769e+308 2.44478 inf
2053 1.17188e-05 1.71351e-05 1.51788e-05 1.79769e+308 2.44478 inf
2054 1.13094e-05 1.89149e-05 1.51788e-05 1.79769e+308 2.44478 inf
2055 1.1353e-05 0.000165731 1.51788e-05 1.79769e+308 2.44478 inf
2056 1.14055e-05 1.77179e-05 1.51788e-05 1.79769e+308 2.44478 inf
2057 1.1151e-05 0.000166882 1.51788e-05 1.79769e+308 2.44478 inf
2058 1.12777e-05 0.000165843 1.51788e-05 1.79769e+308 2.44478 inf
2059 1.21179e-05 2.08497e-05 1.51788e-05 1.79769e+308 2.44478 inf
2060 1.13624e-05 0.000166308 1.51788e-05 1.79769e+308 2.44478 inf
2061 1.12086e-05 0.000166523 1.51788e-05 1.79769e+308 2.44478 inf
2062 1.14605e-05 0.000164391 1.51788e-05 1.79769e+308 2.44478 inf
2063 1.10675e-05 0.000165561 1.51788e-05 1.79769e+308 2.44478 inf
2064 1.1293e-05 1.89925e-05 1.51788e-05 1.79769e+308 2.44478 inf
2065 1.12557e-05 1.81336e-05 1.51788e-05 1.79769e+308 2.44478 inf
2066 1.09426e-05 1.65166e-05 1.51788e-05 1.79769e+308 2.44478 inf
2067 1.16306e-05 1.69025e-05 1.51788e-05 1.79769e+308 2.44478 inf
2068 1.1437e-05 0.000159608 1.51788e-05 1.79769e+308 2.44478 inf
2069 1.16049e-05 1.5811e-05 1.51788e-05 1.79769e+308 2.44478 inf
2070 1.18593e-05 1.70824e-05 1.51788e-05 1.79769e+308 2.44478 inf
2071 1.11946e-05 2.02056e-05 1.51788e-05 1.79769e+308 2.44478 inf
2072 1.13711e-05 0.000162784 1.51788e-05 1.79769e+308 2.44478 inf
2073 1.13445e-05 0.000163773 1.51788e-05 1.79769e+308 2.44478 inf
2074 1.12517e-05 0.000159191 1.51788e-05 1.79769e+308 2.44478 inf
2075 1.12019e-05 1.8072e-05 1.51788e-05 1.79769e+308 2.44478 inf
2076 1.16627e-05 2.00799e-05 1.51788e-05 1.79769e+308 2.44478 inf
2077 1.16076e-05 1.75581e-05 1.51788e-05 1.79769e+308 2.44478 inf
2078 1.10245e-05 0.000159305 1.51788e-05 1.79769e+308 2.44478 inf
2079 1.15627e-05 0.000160772 1.51788e-05 1.79769e+308 2.44478 inf
2080 1.12328e-05 1.70284e-05 1.51788e-05 1.79769e+308 2.44478 inf
2081 1.17201e-05 1.69252e-05 1.51788e-05 1.79769e+308 2.44478 inf
2082 1.16489e-05 0.000161482 1.51788e-05 1.79769e+308 2.44478 inf
2083 1.15109e-05 0.000160929 1.51788e-05 1.79769e+308 2.44478 inf
2084 1.17103e-05 0.000162844 1.51788e-05 1.79769e+308 2.44478 inf
2085 1.10623e-05 0.00191037 1.51788e-05 1.79769e+308 2.44478 inf
2086 1.15003e-05 0.000161762 1.51788e-05 1.79769e+308 2.44478 inf
2087 1.14306e-05 0.000159539 1.51788e-05 1.79769e+308 2.44478 inf
2088 1.14501e-05 1.67811e-05 1.51788e-05 1.79769e+308 2.44478 inf
2089 1.17325e-05 1.56667e-05 1.51788e-05 1.79769e+308 2.44478 inf
2090 1.17992e-05 0.000160676 1.51788e-05 1.79769e+308 2.44478 inf
2091 1.17152e-05 1.63742e-05 1.51788e-05 1.79769e+308 2.44478 inf
2092 1.13932e-05 0.000160034 1.51788e-05 1.79769e+308 2.44478 inf
2093 1.1682e-05 1.72831e-05 1.51788e-05 1.79769e+308 2.44478 inf
2094 1.15451e-05 0.000160666 1.51788e-05 1.79769e+308 2.44478 inf
2095 1.1624e-05 0.00015836 1.51788e-05 1.79769e+308 2.44478 inf
2096 1.17071e-05 0.00030001 1.51788e-05 1.79769e+308 2.44478 inf
2097 1.15419e-05 1.69288e-05 1.51788e-05 1.79769e+308 2.44478 inf
2098 1.18643e-05 0.00015717 1.51788e-05 1.79769e+308 2.44478 inf
2099 1.17549e-05 1.85095e-05 1.51788e-05 1.79769e+308 2.44478 inf
2100 1.20244e-05 1.82506e-05 1.51788e-05 1.79769e+308 2.44478 inf
2101 1.21678e-05 1.69561e-05 1.51788e-05 1.79769e+308 2.44478 inf
2102 1.16509e-05 1.7447e-05 1.51788e-05 1.79769e+308 2.44478 inf
2103 1.19682e-05 0.000164219 1.51788e-05 1.79769e+308 2.44478 inf
2104 1.16006e-05 1.89876e-05 1.51788e-05 1.79769e+308 2.44478 inf
2105 1.16492e-05 1.66287e-05 1.51788e-05 1.79769e+308 2.44478 inf
2106 1.16087e-05 0.000301408 1.51788e-05 1.79769e+308 2.44478 inf
2107 1.17986e-05 0.00184454 1.51788e-05 1.79769e+308 2.44478 inf
2108 1.16715e-05 1.75111e-05 1.51788e-05 1.79769e+308 2.44478 inf
2109 1.18538e-05 0.00186254 1.51788e-05 1.79769e+308 2.44478 inf
2110 1.17132e-05 1.69245e-05 1.51788e-05 1.79769e+308 2.44478 inf
2111 1.17181e-05 1.9154e-05 1.51788e-05 1.79769e+308 2.44478 inf
2112 1.17512e-05 1.77234e-05 1.51788e-05 1.79769e+308 2.44478 inf
2113 1.20221e-05 0.000158028 1.51788e-05 1.79769e+308 2.44478 inf
2114 1.18953e-05 1.79569e-05 1.51788e-05 1.79769e+308 2.44478 inf
2115 1.20657e-05 1.87791e-05 1.51788e-05 1.79769e+308 2.44478 inf
2116 1.1598e-05 0.000160454 1.51788e-05 1.79769e+308 2.44478 inf
2117 1.11888e-05 0.00015843 1.51788e-05 1.79769e+308 2.44478 inf
2118 1.21505e-05 1.77821e-05 1.51788e-05 1.79769e+308 2.44478 inf
2119 1.18114e-05 0.000160576 1.51788e-05 1.79769e+308 2.44478 inf
2120 1.2174e-05 1.76941e-05 1.51788e-05 1.79769e+308 2.44478 inf
2121 1.20449e-05 1.92043e-05 1.51788e-05 1.79769e+308 2.44478 inf
2122 1.20545e-05 0.000159067 1.51788e-05 1.79769e+308 2.44478 inf
2123 1.15059e-05 1.66134e-05 1.51788e-05 1.79769e+308 2.44478 inf
2124 1.18305e-05 0.000162199 1.51788e-05 1.79769e+308 2.44478 inf
2125 1.23218e-05 0.000161702 1.51788e-05 1.79769e+308 2.44478 inf
2126 1.19405e-05 0.00016386 1.51788e-05 1.79769e+308 2.44478 inf
2127 1.1767e-05 1.66915e-05 1.51788e-05 1.79769e+308 2.44478 inf
2128 1.19966e-05 1.62855e-05 1.51788e-05 1.79769e+308 2.44478 inf
2129 1.17694e-05 0.000162366 1.51788e-05 1.79769e+308 2.44478 inf
2130 1.20517e-05 0.000161874 1.51788e-05 1.79769e+308 2.44478 inf
2131 1.19536e-05 0.00188461 1.51788e-05 1.79769e+308 2.44478 inf
2132 1.18447e-05 1.73129e-05 1.51788e-05 1.79769e+308 2.44478 inf
2133 1.2087e-05 0.000161991 1.51788e-05 1.79769e+308 2.44478 inf
2134 1.20244e-05 1.70571e-05 1.51788e-05 1.79769e+308 2.44478 inf
2135 1.23229e-05 1.74103e-05 1.51788e-05 1.79769e+308 2.44478 inf
2136 1.2469e-05 0.0001594 1.51788e-05 1.79769e+308 2.44478 inf
2137 1.21476e-05 1.83145e-05 1.51788e-05 1.79769e+308 2.44478 inf
2138 1.17412e-05 0.000164595 1.51788e-05 1.79769e+308 2.44478 inf
2139 1.25717e-05 1.73113e-05 1.51788e-05 1.79769e+308 2.44478 inf
2140 1.25448e-05 1.74449e-05 1.51788e-05 1.79769e+308 2.44478 inf
2141 1.16655e-05 1.82095e-05 1.51788e-05 1.79769e+308 2.44478 inf
2142 1.22165e-05 1.60171e-05 1.51788e-05 1.79769e+308 2.44478 inf
2143 1.18128e-05 1.75624e-05 1.51788e-05 1.79769e+308 2.44478 inf
2144 1.25002e-05 0.000298595 1.51788e-05 1.79769e+308 2.44478 inf
2145 1.18448e-05 1.74254e-05 1.51788e-05 1.79769e+308 2.44478 inf
2146 1.17712e-05 1.68734e-05 1.51788e-05 1.79769e+308 2.44478 inf
2147 1.19413e-05 0.000159063 1.51788e-05 1.79769e+308 2.44478 inf
2148 1.2092e-05 1.79176e-05 1.51788e-05 1.79769e+308 2.44478 inf
2149 1.2177e-05 0.000157428 1.51788e-05 1.79769e+308 2.44478 inf
2150 1.23675e-05 1.74177e-05 1.51788e-05 1.79769e+308 2.44478 inf
2151 1.20377e-05 1.7016e-05 1.51788e-05 1.79769e+308 2.44478 inf
2152 1.51125e-05 0.000162251 1.51788e-05 1.79769e+308 2.44478 inf
2153 1.33004e-05 0.000158497 1.51788e-05 1.79769e+308 2.44478 inf
2154 1.23653e-05 1.89019e-05 1.51788e-05 1.79769e+308 2.44478 inf
2155 1.18194e-05 0.000159994 1.51788e-05 1.79769e+308 2.44478 inf
2156 1.18738e-05 0.000162563 1.51788e-05 1.79769e+308 2.44478 inf
2157 1.22122e-05 0.000161439 1.51788e-05 1.79769e+308 2.44478 inf
2158 1.21869e-05 0.000163364 1.51788e-05 1.79769e+308 2.44478 inf
2159 1.21447e-05 0.000160316 1.51788e-05 1.79769e+308 2.44478 inf
2160 1.56123e-05 0.000165075 1.51788e-05 1.79769e+308 2.44478 inf
2161 1.24017e-05 2.02808e-05 1.51788e-05 1.79769e+308 2.44478 inf
2162 1.19524e-05 1.67567e-05 1.51788e-05 1.79769e+308 2.44478 inf
2163 1.18403e-05 1.81644e-05 1.51788e-05 1.79769e+308 2.44478 inf
2164 1.21154e-05 0.000161092 1.51788e-05 1.79769e+308 2.44478 inf
2165 1.25004e-05 0.000156156 1.51788e-05 1.79769e+308 2.44478 inf
2166 1.23379e-05 0.000157256 1.51788e-05 1.79769e+308 2.44478 inf
2167 1.26544e-05 0.000296509 1.51788e-05 1.79769e+308 2.44478 inf
2168 1.21678e-05 0.000156711 1.51788e-05 1.79769e+308 2.44478 inf
2169 1.27157e-05 0.000157242 1.51788e-05 1.79769e+308 2.44478 inf
2170 1.22251e-05 1.71655e-05 1.51788e-05 1.79769e+308 2.44478 inf
2171 1.35782e-05 1.73931e-05 1.51788e-05 1.79769e+308 2.44478 inf
2172 1.27594e-05 0.000150379 1.51788e-05 1.79769e+308 2.44478 inf
2173 1.23806e-05 1.86239e-05 1.51788e-05 1.79769e+308 2.44478 inf
2174 1.55967e-05 1.79904e-05 1.51788e-05 1.79769e+308 2.44478 inf
2175 1.29988e-05 0.000152358 1.51788e-05 1.79769e+308 2.44478 inf
2176 1.23159e-05 0.000152885 1.51788e-05 1.79769e+308 2.44478 inf
2177 1.19843e-05 0.000151627 1.51788e-05 1.79769e+308 2.44478 inf
2178 1.29519e-05 0.000290952 1.51788e-05 1.79769e+308 2.44478 inf
2179 1.2751e-05 0.000155047 1.51788e-05 1.79769e+308 2.44478 inf
2180 1.24254e-05 0.000154072 1.51788e-05 1.79769e+308 2.44478 inf
2181 1.20497e-05 1.82717e-05 1.51788e-05 1.79769e+308 2.44478 inf
2182 1.25737e-05 0.000154225 1.51788e-05 1.79769e+308 2.44478 inf
2183 1.29957e-05 1.76945e-05 1.51788e-05 1.79769e+308 2.44478 inf
2184 1.23124e-05 0.000291149 1.51788e-05 1.79769e+308 2.44478 inf
2185 1.25537e-05 0.000155521 1.51788e-05 1.79769e+308 2.44478 inf
2186 1.20725e-05 0.000155486 1.51788e-05 1.79769e+308 2.44478 inf
2187 1.22014e-05 0.000155338 1.51788e-05 1.79769e+308 2.44478 inf
2188 1.46907e-05 1.88342e-05 1.51788e-05 1.79769e+308 2.44478 inf
2189 1.30866e-05 0.00182255 1.51788e-05 1.79769e+308 2.44478 inf
2190 1.19283e-05 1.79755e-05 1.51788e-05 1.79769e+308 2.44478 inf
2191 1.2495e-05 1.8352e-05 1.51788e-05 1.79769e+308 2.44478 inf
2192 1.24893e-05 2.07674e-05 1.51788e-05 1.79769e+308 2.44478 inf
2193 1.25047e-05 1.75088e-05 1.51788e-05 1.79769e+308 2.44478 inf
2194 1.2227e-05 0.000156527 1.51788e-05 1.79769e+308 2.44478 inf
2195 1.2486e-05 0.000155787 1.51788e-05 1.79769e+308 2.44478 inf
2196 1.30388e-05 1.83434e-05 1.51788e-05 1.79769e+308 2.44478 inf
2197 1.24988e-05 0.000155238 1.51788e-05 1.79769e+308 2.44478 inf
2198 1.28158e-05 1.68018e-05 1.51788e-05 1.79769e+308 2.44478 inf
2199 1.22454e-05 2.0761e-05 1.51788e-05 1.79769e+308 2.44478 inf
2200 1.21828e-05 1.81996e-05 1.51788e-05 1.79769e+308 2.44478 inf
2201 1.29546e-05 0.000156522 1.51788e-05 1.79769e+308 2.44478 inf
2202 1.2872e-05 1.85678e-05 1.51788e-05 1.79769e+308 2.44478 inf
2203 1.28678e-05 1.97115e-05 1.51788e-05 1.79769e+308 2.44478 inf
2204 1.28567e-05 1.82434e-05 1.51788e-05 1.79769e+308 2.44478 inf
2205 1.93911e-05 0.000162262 1.51788e-05 1.79769e+308 2.44478 inf
2206 1.27633e-05 1.85482e-05 1.51788e-05 1.79769e+308 2.44478 inf
2207 1.36047e-05 0.000303684 1.51788e-05 1.79769e+308 2.44478 inf
2208 1.26038e-05 1.75189e-05 1.51788e-05 1.79769e+308 2.44478 inf
2209 1.27897e-05 0.000160859 1.51788e-05 1.79769e+308 2.44478 inf
2210 1.27841e-05 1.91953e-05 1.51788e-05 1.79769e+308 2.44478 inf
2211 1.26825e-05 1.89402e-05 1.51788e-05 1.79769e+308 2.44478 inf
2212 1.24738e-05 0.000157923 1.51788e-05 1.79769e+308 2.44478 inf
2213 1.28308e-05 1.83661e-05 1.51788e-05 1.79769e+308 2.44478 inf
2214 1.28218e-05 1.84645e-05 1.51788e-05 1.79769e+308 2.44478 inf
2215 1.33112e-05 1.84481e-05 1.51788e-05 1.79769e+308 2.44478 inf
2216 1.30572e-05 1.83467e-05 1.51788e-05 1.79769e+308 2.44478 inf
2217 1.34353e-05 0.000156353 1.51788e-05 1.79769e+308 2.44478 inf
2218 1.30523e-05 0.000156188 1.51788e-05 1.79769e+308 2.44478 inf
2219 1.57966e-05 0.000158464 1.51788e-05 1.79769e+308 2.44478 inf
2220 1.31157e-05 1.85709e-05 1.51788e-05 1.79769e+308 2.44478 inf
2221 1.29728e-05 1.81568e-05 1.51788e-05 1.79769e+308 2.44478 inf
2222 1.36745e-05 0.00015529 1.51788e-05 1.79769e+308 2.44478 inf
2223 1.24862e-05 0.000158155 1.51788e-05 1.79769e+308 2.44478 inf
2224 1.30869e-05 1.81364e-05 1.51788e-05 1.79769e+308 2.44478 inf
2225 1.3217e-05 0.00015466 1.51788e-05 1.79769e+308 2.44478 inf
2226 1.32734e-05 1.9052e-05 1.51788e-05 1.79769e+308 2.44478 inf
2227 1.28761e-05 0.000155937 1.51788e-05 1.79769e+308 2.44478 inf
2228 1.33714e-05 0.000154855 1.51788e-05 1.79769e+308 2.44478 inf
2229 1.29069e-05 0.00177433 1.51788e-05 1.79769e+308 2.44478 inf
2230 1.22715e-05 1.77324e-05 1.51788e-05 1.79769e+308 2.44478 inf
2231 1.31302e-05 1.74025e-05 1.51788e-05 1.79769e+308 2.44478 inf
2232 1.32718e-05 1.8598e-05 1.51788e-05 1.79769e+308 2.44478 inf
2233 1.32529e-05 2.07551e-05 1.51788e-05 1.79769e+308 2.44478 inf
2234 1.29988e-05 0.000154293 1.51788e-05 1.79769e+308 2.44478 inf
2235 1.4094e-05 0.000155826 1.51788e-05 1.79769e+308 2.44478 inf
2236 1.29256e-05 0.00029381 1.51788e-05 1.79769e+308 2.44478 inf
2237 1.31469e-05 0.000154675 1.51788e-05 1.79769e+308 2.44478 inf
2238 1.37239e-05 1.97021e-05 1.51788e-05 1.79769e+308 2.44478 inf
2239 1.30803e-05 1.85804e-05 1.51788e-05 1.79769e+308 2.44478 inf
2240 1.31609e-05 0.000156665 1.51788e-05 1.79769e+308 2.44478 inf
2241 1.40346e-05 0.000156003 1.51788e-05 1.79769e+308 2.44478 inf
2242 1.36083e-05 0.000156415 1.51788e-05 1.79769e+308 2.44478 inf
2243 1.29573e-05 1.86383e-05 1.51788e-05 1.79769e+308 2.44478 inf
2244 1.2707e-05 0.000158632 1.51788e-05 1.79769e+308 2.44478 inf
2245 1.32035e-05 0.000155901 1.51788e-05 1.79769e+308 2.44478 inf
2246 1.3715e-05 0.000158675 1.51788e-05 1.79769e+308 2.44478 inf
2247 1.32679e-05 1.72152e-05 1.51788e-05 1.79769e+308 2.44478 inf
2248 1.41059e-05 1.76931e-05 1.51788e-05 1.79769e+308 2.44478 inf
2249 1.38827e-05 1.75962e-05 1.51788e-05 1.79769e+308 2.44478 inf
2250 1.35979e-05 1.85928e-05 1.51788e-05 1.79769e+308 2.44478 inf
2251 1.33553e-05 0.0018023 1.51788e-05 1.79769e+308 2.44478 inf
2252 1.32616e-05 1.77945e-05 1.51788e-05 1.79769e+308 2.44478 inf
2253 1.3887e-05 0.000156113 1.51788e-05 1.79769e+308 2.44478 inf
2254 1.34579e-05 1.78126e-05 1.51788e-05 1.79769e+308 2.44478 inf
2255 1.43456e-05 1.91255e-05 1.51788e-05 1.79769e+308 2.44478 inf
2256 1.43371e-05 1.79111e-05 1.51788e-05 1.79769e+308 2.44478 inf
2257 1.2985e-05 0.000156428 1.51788e-05 1.79769e+308 2.44478 inf
2258 1.67359e-05 0.000155981 1.51788e-05 1.79769e+308 2.44478 inf
2259 1.3966e-05 0.000154203 1.51788e-05 1.79769e+308 2.44478 inf
2260 1.34295e-05 0.000156626 1.51788e-05 1.79769e+308 2.44478 inf
2261 1.32458e-05 1.77955e-05 1.51788e-05 1.79769e+308 2.44478 inf
2262 1.36479e-05 0.000157122 1.51788e-05 1.79769e+308 2.44478 inf
2263 1.37885e-05 0.000155404 1.51788e-05 1.79769e+308 2.44478 inf
2264 1.3897e-05 0.000294522 1.51788e-05 1.79769e+308 2.44478 inf
2265 1.36165e-05 1.70574e-05 1.51788e-05 1.79769e+308 2.44478 inf
2266 1.3835e-05 1.91637e-05 1.51788e-05 1.79769e+308 2.44478 inf
2267 1.37586e-05 0.000296165 1.51788e-05 1.79769e+308 2.44478 inf
2268 1.44439e-05 1.72336e-05 1.51788e-05 1.79769e+308 2.44478 inf
2269 1.81283e-05 0.000139405 1.51788e-05 1.79769e+308 2.44478 inf
2270 1.39113e-05 1.83572e-05 1.51788e-05 1.79769e+308 2.44478 inf
2271 1.3858e-05 1.95832e-05 1.51788e-05 1.79769e+308 2.44478 inf
2272 1.47249e-05 0.000141108 1.51788e-05 1.79769e+308 2.44478 inf
2273 1.41091e-05 2.17506e-05 1.51788e-05 1.79769e+308 2.44478 inf
2274 1.47545e-05 0.000144208 1.51788e-05 1.79769e+308 2.44478 inf
2275 1.50832e-05 1.76526e-05 1.51788e-05 1.79769e+308 2.44478 inf
2276 1.429e-05 1.79124e-05 1.51788e-05 1.79769e+308 2.44478 inf
2277 2.45033e-05 1.80324e-05 1.51788e-05 1.79769e+308 2.44478 inf
2278 1.42044e-05 1.77111e-05 1.51788e-05 1.79769e+308 2.44478 inf
2279 1.43532e-05 1.80144e-05 1.51788e-05 1.79769e+308 2.44478 inf
2280 1.48379e-05 1.82288e-05 1.51788e-05 1.79769e+308 2.44478 inf
2281 1.35633e-05 1.7889e-05 1.51788e-05 1.79769e+308 2.44478 inf
2282 1.40051e-05 1.91822e-05 1.51788e-05 1.79769e+308 2.44478 inf
2283 1.39379e-05 1.79776e-05 1.51788e-05 1.79769e+308 2.44478 inf
2284 1.43583e-05 2.18005e-05 1.51788e-05 1.79769e+308 2.44478 inf
2285 1.45569e-05 1.80716e-05 1.51788e-05 1.79769e+308 2.44478 inf
2286 1.4169e-05 1.93169e-05 1.51788e-05 1.79769e+308 2.44478 inf
2287 1.39216e-05 1.82903e-05 1.51788e-05 1.79769e+308 2.44478 inf
2288 1.37146e-05 0.000156343 1.51788e-05 1.79769e+308 2.44478 inf
2289 1.49461e-05 0.000289376 1.51788e-05 1.79769e+308 2.44478 inf
2290 1.95202e-05 1.81635e-05 1.51788e-05 1.79769e+308 2.44478 inf
2291 1.48475e-05 1.8407e-05 1.51788e-05 1.79769e+308 2.44478 inf
2292 1.35383e-05 1.75958e-05 1.51788e-05 1.79769e+308 2.44478 inf
2293 1.36066e-05 1.82394e-05 1.51788e-05 1.79769e+308 2.44478 inf
2294 1.42927e-05 1.91506e-05 1.51788e-05 1.79769e+308 2.44478 inf
2295 1.43956e-05 1.96119e-05 1.51788e-05 1.79769e+308 2.44478 inf
2296 1.43916e-05 0.000154676 1.51788e-05 1.79769e+308 2.44478 inf
2297 1.34403e-05 0.000156593 1.51788e-05 1.79769e+308 2.44478 inf
2298 1.41924e-05 0.000290291 1.51788e-05 1.79769e+308 2.44478 inf
2299 1.3627e-05 2.10521e-05 1.51788e-05 1.79769e+308 2.44478 inf
2300 1.46361e-05 0.000289903 1.51788e-05 1.79769e+308 2.44478 inf
2301 1.45051e-05 0.000157185 1.51788e-05 1.79769e+308 2.44478 inf
2302 1.86281e-05 1.96343e-05 1.51788e-05 1.79769e+308 2.44478 inf
2303 1.43611e-05 0.000157328 1.51788e-05 1.79769e+308 2.44478 inf
2304 1.48101e-05 1.90028e-05 1.51788e-05 1.79769e+308 2.44478 inf
2305 1.42116e-05 1.81382e-05 1.51788e-05 1.79769e+308 2.44478 inf
2306 1.38246e-05 1.88e-05 1.51788e-05 1.79769e+308 2.44478 inf
2307 1.39512e-05 0.00015773 1.51788e-05 1.79769e+308 2.44478 inf
2308 1.41678e-05 2.00923e-05 1.51788e-05 1.79769e+308 2.44478 inf
2309 1.43163e-05 0.000157753 1.51788e-05 1.79769e+308 2.44478 inf
2310 1.42236e-05 0.000159732 1.51788e-05 1.79769e+308 2.44478 inf
2311 1.39665e-05 1.97925e-05 1.51788e-05 1.79769e+308 2.44478 inf
2312 1.40148e-05 0.00177828 1.51788e-05 1.79769e+308 2.44478 inf
2313 1.46464e-05 1.9854e-05 1.51788e-05 1.79769e+308 2.44478 inf
2314 1.47149e-05 0.000150736 1.51788e-05 1.79769e+308 2.44478 inf
2315 1.45598e-05 1.88713e-05 1.51788e-05 1.79769e+308 2.44478 inf
2316 1.42203e-05 0.000150875 1.51788e-05 1.79769e+308 2.44478 inf
2317 1.43923e-05 0.00015264 1.51788e-05 1.79769e+308 2.44478 inf
2318 1.46366e-05 0.000151827 1.51788e-05 1.79769e+308 2.44478 inf
2319 1.41826e-05 0.000289569 1.51788e-05 1.79769e+308 2.44478 inf
2320 1.39833e-05 0.000154731 1.51788e-05 1.79769e+308 2.44478 inf
2321 1.42879e-05 0.000152765 1.51788e-05 1.79769e+308 2.44478 inf
2322 1.438e-05 0.000154037 1.51788e-05 1.79769e+308 2.44478 inf
2323 1.38315e-05 0.000153665 1.51788e-05 1.79769e+308 2.44478 inf
2324 1.45368e-05 1.89732e-05 1.51788e-05 1.79769e+308 2.44478 inf
2325 1.44546e-05 2.01163e-05 1.51788e-05 1.79769e+308 2.44478 inf
2326 1.56357e-05 0.000152942 1.51788e-05 1.79769e+308 2.44478 inf
2327 1.44206e-05 1.92772e-05 1.51788e-05 1.79769e+308 2.44478 inf
2328 1.44056e-05 0.000152677 1.51788e-05 1.79769e+308 2.44478 inf
2329 1.46147e-05 0.000153029 1.51788e-05 1.79769e+308 2.44478 inf
2330 1.42406e-05 0.00177089 1.51788e-05 1.79769e+308 2.44478 inf
2331 1.4917e-05 0.000153617 1.51788e-05 1.79769e+308 2.44478 inf
2332 1.47057e-05 0.00028906 1.51788e-05 1.79769e+308 2.44478 inf
2333 1.45638e-05 0.000152429 1.51788e-05 1.79769e+308 2.44478 inf
2334 1.54244e-05 1.87971e-05 1.51788e-05 1.79769e+308 2.44478 inf
2335 1.50765e-05 1.91393e-05 1.51788e-05 1.79769e+308 2.44478 inf
2336 1.50411e-05 0.000151734 1.51788e-05 1.79769e+308 2.44478 inf
2337 1.50752e-05 1.92502e-05 1.51788e-05 1.79769e+308 2.44478 inf
2338 1.46937e-05 0.000151647 1.51788e-05 1.79769e+308 2.44478 inf
2339 1.46655e-05 0.000151218 1.51788e-05 1.79769e+308 2.44478 inf
2340 1.52107e-05 0.000155543 1.51788e-05 1.79769e+308 2.44478 inf
2341 1.39594e-05 0.000151839 1.51788e-05 1.79769e+308 2.44478 inf
2342 1.4518e-05 0.000153972 1.51788e-05 1.79769e+308 2.44478 inf
2343 1.43624e-05 0.000153541 1.51788e-05 1.79769e+308 2.44478 inf
2344 1.50792e-05 1.9541e-05 1.51788e-05 1.79769e+308 2.44478 inf
2345 1.52731e-05 2.02553e-05 1.51788e-05 1.79769e+308 2.44478 inf
2346 2.15481e-05 1.91293e-05 1.51788e-05 1.79769e+308 2.44478 inf
2347 1.50987e-05 1.93722e-05 1.51788e-05 1.79769e+308 2.44478 inf
2348 2.02852e-05 0.000160902 1.51788e-05 1.79769e+308 2.44478 inf
2349 1.5468e-05 0.000157903 1.51788e-05 1.79769e+308 2.44478 inf
2350 1.41865e-05 1.87724e-05 1.51788e-05 1.79769e+308 2.44478 inf
2351 1.49973e-05 0.00015799 1.51788e-05 1.79769e+308 2.44478 inf
2352 1.55031e-05 0.000153877 1.51788e-05 1.79769e+308 2.44478 inf
2353 1.48315e-05 0.000155035 1.51788e-05 1.79769e+308 2.44478 inf
2354 1.52837e-05 1.92139e-05 1.51788e-05 1.79769e+308 2.44478 inf
2355 1.45557e-05 0.000154821 1.51788e-05 1.79769e+308 2.44478 inf
2356 1.49473e-05 2.04986e-05 1.51788e-05 1.79769e+308 2.44478 inf
2357 1.48064e-05 0.000153202 1.51788e-05 1.79769e+308 2.44478 inf
2358 1.58941e-05 0.000154096 1.51788e-05 1.79769e+308 2.44478 inf
2359 1.55484e-05 2.14936e-05 1.51788e-05 1.79769e+308 2.44478 inf
2360 1.48907e-05 0.000288716 1.51788e-05 1.79769e+308 2.44478 inf
2361 1.53247e-05 1.96242e-05 1.51788e-05 1.79769e+308 2.44478 inf
2362 1.5611e-05 0.000153665 1.51788e-05 1.79769e+308 2.44478 inf
2363 1.56965e-05 0.00174866 1.51788e-05 1.79769e+308 2.44478 inf
2364 1.50864e-05 0.000155369 1.51788e-05 1.79769e+308 2.44478 inf
2365 1.48594e-05 1.96233e-05 1.51788e-05 1.79769e+308 2.44478 inf
2366 1.47109e-05 0.00173932 1.51788e-05 1.79769e+308 2.44478 inf
2367 1.56948e-05 1.86799e-05 1.51788e-05 1.79769e+308 2.44478 inf
2368 1.54305e-05 0.000150538 1.51788e-05 1.79769e+308 2.44478 inf
2369 2.21132e-05 2.11632e-05 1.51788e-05 1.79769e+308 2.44478 inf
2370 1.51885e-05 0.000134581 1.51788e-05 1.79769e+308 2.44478 inf
2371 1.4652e-05 0.00013803 1.51788e-05 1.79769e+308 2.44478 inf
2372 1.57049e-05 0.000136946 1.51788e-05 1.79769e+308 2.44478 inf
2373 1.63035e-05 1.91327e-05 1.51788e-05 1.79769e+308 2.44478 inf
2374 1.60175e-05 2.0458e-05 1.51788e-05 1.79769e+308 2.44478 inf
2375 1.5585e-05 2.01355e-05 1.51788e-05 1.79769e+308 2.44478 inf
2376 1.55976e-05 2.11099e-05 1.51788e-05 1.79769e+308 2.44478 inf
2377 1.60337e-05 0.000142457 1.51788e-05 1.79769e+308 2.44478 inf
2378 1.53482e-05 0.000143661 1.51788e-05 1.79769e+308 2.44478 inf
2379 1.64799e-05 0.000145269 1.51788e-05 1.79769e+308 2.44478 inf
2380 1.45352e-05 2.05818e-05 1.51788e-05 1.79769e+308 2.44478 inf
2381 1.4876e-05 1.98657e-05 1.51788e-05 1.79769e+308 2.44478 inf
2382 1.52041e-05 1.92527e-05 1.51788e-05 1.79769e+308 2.44478 inf
2383 1.49424e-05 2.00548e-05 1.51788e-05 1.79769e+308 2.44478 inf
2384 1.49548e-05 1.9646e-05 1.51788e-05 1.79769e+308 2.44478 inf
2385 1.56911e-05 0.000148889 1.51788e-05 1.79769e+308 2.44478 inf
2386 1.53617e-05 0.000280007 1.51788e-05 1.79769e+308 2.44478 inf
2387 1.53907e-05 2.24229e-05 1.51788e-05 1.79769e+308 2.44478 inf
2388 1.54362e-05 0.000150204 1.51788e-05 1.79769e+308 2.44478 inf
2389 1.57051e-05 0.000148312 1.51788e-05 1.79769e+308 2.44478 inf
2390 1.50206e-05 1.99797e-05 1.51788e-05 1.79769e+308 2.44478 inf
2391 1.55806e-05 2.08035e-05 1.51788e-05 1.79769e+308 2.44478 inf
2392 1.6002e-05 0.000146853 1.51788e-05 1.79769e+308 2.44478 inf
2393 1.56592e-05 2.00851e-05 1.51788e-05 1.79769e+308 2.44478 inf
2394 1.62569e-05 0.000149228 1.51788e-05 1.79769e+308 2.44478 inf
2395 1.58366e-05 2.0145e-05 1.51788e-05 1.79769e+308 2.44478 inf
2396 1.53361e-05 1.92002e-05 1.51788e-05 1.79769e+308 2.44478 inf
2397 1.70338e-05 0.000148942 1.51788e-05 1.79769e+308 2.44478 inf
2398 1.52919e-05 2.02852e-05 1.51788e-05 1.79769e+308 2.44478 inf
2399 1.53597e-05 2.10431e-05 1.51788e-05 1.79769e+308 2.44478 inf
2400 1.61368e-05 0.000150768 1.51788e-05 1.79769e+308 2.44478 inf
2401 1.54616e-05 0.000151748 1.51788e-05 1.79769e+308 2.44478 inf
2402 1.56511e-05 2.01107e-05 1.51788e-05 1.79769e+308 2.44478 inf
2403 1.57223e-05 2.01535e-05 1.51788e-05 1.79769e+308 2.44478 inf
2404 3.09268e-05 1.98497e-05 1.51788e-05 1.79769e+308 2.44478 inf
2405 1.7908e-05 2.11303e-05 1.51788e-05 1.79769e+308 2.44478 inf
2406 1.59881e-05 0.000153648 1.51788e-05 1.79769e+308 2.44478 inf
2407 1.61958e-05 1.91998e-05 1.51788e-05 1.79769e+308 2.44478 inf
2408 1.52019e-05 0.000154725 1.51788e-05 1.79769e+308 2.44478 inf
2409 1.57626e-05 0.000152079 1.51788e-05 1.79769e+308 2.44478 inf
2410 1.58239e-05 0.000152985 1.51788e-05 1.79769e+308 2.44478 inf
2411 1.51159e-05 0.000152278 1.51788e-05 1.79769e+308 2.44478 inf
2412 1.54106e-05 0.000151192 1.51788e-05 1.79769e+308 2.44478 inf
2413 1.5669e-05 2.00567e-05 1.51788e-05 1.79769e+308 2.44478 inf
2414 1.63929e-05 0.000149907 1.51788e-05 1.79769e+308 2.44478 inf
torchani/resources/ani-1ccx_8x/train0/inputtrain.ipt deleted 100644 → 0
View file @ e08bb3d5
!InputFile for Force Prediction Network
sflparamsfile=rHCNO-5.2R_16-3.5A_a4-8.params
ntwkStoreDir=networks/
atomEnergyFile=sae_linfit.dat
nmax=0! Maximum number of iterations (0 = inf)
tolr=200! Tolerance - early stopping
emult=0.5!Multiplier by eta after tol switch
eta=0.001! Eta -- Learning rate
tcrit=1.0E-6! Eta termination criterion
tmax=0! Maximum time (0 = inf)
tbtchsz=2560
vbtchsz=2560
gpuid=0
ntwshr=0
nkde=2
energy=1
freezelayer=0,2
force=0
fmult=0.0
pbc=0
cmult =0.001
runtype=ANNP_CREATE_HDNN_AND_TRAIN!Create and train a HDN network
network_setup {
inputsize=384;
atom_net H $
layer [
nodes=160;
activation=9;
type=0;
]
layer [
nodes=128;
activation=9;
type=0;
l2norm=1;
l2valu=0.00001;
]
layer [
nodes=96;
activation=9;
type=0;
l2norm=1;
l2valu=0.000001;
]
layer [
nodes=1;
activation=6;
type=0;
]
$
atom_net C $
layer [
nodes=144;
activation=9;
type=0;
]
layer [
nodes=112;
activation=9;
type=0;
l2norm=1;
l2valu=0.00001;
]
layer [
nodes=96;
activation=9;
type=0;
l2norm=1;
l2valu=0.000001;
]
layer [
nodes=1;
activation=6;
type=0;
]
$
atom_net N $
layer [
nodes=128;
activation=9;
type=0;
]
layer [
nodes=112;
activation=9;
type=0;
l2norm=1;
l2valu=0.00001;
]
layer [
nodes=96;
activation=9;
type=0;
l2norm=1;
l2valu=0.000001;
]
layer [
nodes=1;
activation=6;
type=0;
]
$
atom_net O $
layer [
nodes=128;
activation=9;
type=0;
]
layer [
nodes=112;
activation=9;
type=0;
l2norm=1;
l2valu=0.00001;
]
layer [
nodes=96;
activation=9;
type=0;
l2norm=1;
l2valu=0.000001;
]
layer [
nodes=1;
activation=6;
type=0;
]
$
}
adptlrn=OFF ! Adaptive learning (OFF,RMSPROP)
decrate=0.9 !Decay rate of RMSPROP
moment=ADAM! Turn on momentum or nesterov momentum (OFF,CNSTTEMP,TMANNEAL,REGULAR,NESTEROV)
mu=0.99 ! Mu factor for momentum
torchani/resources/ani-1ccx_8x/train0/networks/ANN-C.nnf-l4.wparam deleted 100644 → 0
View file @ e08bb3d5
9l=a9vw<<޽e;&=˼Th<eKRІ=-=AܽjT==b><
=8<KΧ;VCyd
p=xn'<n%X > *<<u$(켭S=oX;n=˄۾<5Kz5_LJW:=P9 ܼ!)3ֳ=ƽ>fʼŐ=H?AX=72M w+p(=;=7#%=<y۽to@qT=WbEq c@7Q۴捋=4.==|EZ=> ?f>.f= dk<Mk<y<Ba=-B썽=5^=r=
\ No newline at end of file
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